Toggle Poster Visibility
Poster
None
Universal generalization guarantees for Wasserstein distributionally robust models
[
Slides]
[
OpenReview]
Poster
None
WardropNet: Traffic Flow Predictions via Equilibrium-Augmented Learning
[
Poster]
[
OpenReview]
Blog Track Poster
None
“I Am the One and Only, Your Cyber BFF”: Understanding the Impact of GenAI Requires Understanding the Impact of Anthropomorphic AI
[
OpenReview]
Poster
None
On the Relation between Trainability and Dequantization of Variational Quantum Learning Models
[
Poster]
[
OpenReview]
Poster
None
Geometry Image Diffusion: Fast and Data-Efficient Text-to-3D with Image-Based Surface Representation
[
Poster]
[
OpenReview]
Poster
None
Interactive Adjustment for Human Trajectory Prediction with Individual Feedback
[
Slides]
[
Poster]
[
OpenReview]
Poster
None
Finally Rank-Breaking Conquers MNL Bandits: Optimal and Efficient Algorithms for MNL Assortment
[
Poster]
[
OpenReview]
Poster
None
MIRAGE: Evaluating and Explaining Inductive Reasoning Process in Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
None
Look Before You Leap: Universal Emergent Mechanism for Retrieval in Language Models
[
OpenReview]
Poster
None
Integrative Decoding: Improving Factuality via Implicit Self-consistency
[
Slides]
[
Poster]
[
OpenReview]
Poster
None
EdgeRunner: Auto-regressive Auto-encoder for Artistic Mesh Generation
[
Poster]
[
OpenReview]
Blog Track Poster
None
Fine-Tuning Token-Based Large Multimodal Models: What Works, What Doesn’t and What's Next
[
OpenReview]
Poster
None
Integral Performance Approximation for Continuous-Time Reinforcement Learning Control
[
Slides]
[
OpenReview]
Poster
None
UIFace: Unleashing Inherent Model Capabilities to Enhance Intra-Class Diversity in Synthetic Face Recognition
[
Poster]
[
OpenReview]
Poster
None
Exploiting Hidden Symmetry to Improve Objective Perturbation for DP Linear Learners with a Nonsmooth L1-Norm
[
Poster]
[
OpenReview]
Poster
None
Slot-Guided Adaptation of Pre-trained Diffusion Models for Object-Centric Learning and Compositional Generation
[
Slides]
[
Poster]
[
OpenReview]
Poster
None
Multi-Accurate CATE is Robust to Unknown Covariate Shifts
Poster
None
Self-MoE: Towards Compositional Large Language Models with Self-Specialized Experts
[
Slides]
[
OpenReview]
Remarks
None
Opening Remarks - Welcome
Remarks
Wed Apr 23 05:45 PM -- 06:00 PM (PDT) @ Hall 1 Apex None
Opening Remarks - Welcome
Invited Talk
Wed Apr 23 06:00 PM -- 07:00 PM (PDT) @ Hall 1 Apex None
Building Safe and Robust AI Systems
Invited Talk
Wed Apr 23 06:00 PM -- 07:00 PM (PDT) @ Garnet 212-219 & Peridot 202-205 None
Overflow: Building Safe and Robust AI Systems
Break
Wed Apr 23 07:00 PM -- 07:30 PM (PDT) @ Hall 2 None
Break
Exhibit Hall
Wed Apr 23 07:00 PM -- 02:30 AM (PDT) @ Hall 2 None
Exhibit Hall
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #618
Efficient Top-m Data Values Identification for Data Selection
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #506
Selective Unlearning via Representation Erasure Using Domain Adversarial Training
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #619
ANaGRAM: A Natural Gradient Relative to Adapted Model for efficient PINNs learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #453
DPaI: Differentiable Pruning at Initialization with Node-Path Balance Principle
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #458
Learning a Fast Mixing Exogenous Block MDP using a Single Trajectory
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #75
Weakly-Supervised Affordance Grounding Guided by Part-Level Semantic Priors
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #333
A Simple Framework for Open-Vocabulary Zero-Shot Segmentation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #539
Scaling Speech-Text Pre-training with Synthetic Interleaved Data
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #423
Leveraging Sub-Optimal Data for Human-in-the-Loop Reinforcement Learning
[
Slides]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #630
Semantix: An Energy-guided Sampler for Semantic Style Transfer
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #417
What Makes a Good Diffusion Planner for Decision Making?
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #427
Residual Deep Gaussian Processes on Manifolds
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #2
Chemistry-Inspired Diffusion with Non-Differentiable Guidance
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #637
Learning General-purpose Biomedical Volume Representations using Randomized Synthesis
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #404
Towards General-Purpose Model-Free Reinforcement Learning
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #56
Improving Unsupervised Constituency Parsing via Maximizing Semantic Information
[
Slides]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #102
Understanding Long Videos with Multimodal Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #295
Investigating the Pre-Training Dynamics of In-Context Learning: Task Recognition vs. Task Learning
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #229
Diffusion Models are Evolutionary Algorithms
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #629
nGPT: Normalized Transformer with Representation Learning on the Hypersphere
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #300
Enhancing Graph Of Thought: Enhancing Prompts with LLM Rationales and Dynamic Temperature Control
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #475
PhysPDE: Rethinking PDE Discovery and a Physical HYpothesis Selection Benchmark
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #627
UniCBE: An Uniformity-driven Comparing Based Evaluation Framework with Unified Multi-Objective Optimization
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #260
Progressive Mixed-Precision Decoding for Efficient LLM Inference
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #603
DeepTAGE: Deep Temporal-Aligned Gradient Enhancement for Optimizing Spiking Neural Networks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #313
OmniKV: Dynamic Context Selection for Efficient Long-Context LLMs
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #572
MMQA: Evaluating LLMs with Multi-Table Multi-Hop Complex Questions
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #556
Open-CK: A Large Multi-Physics Fields Coupling benchmarks in Combustion Kinetics
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #21
Learning-Augmented Search Data Structures
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #624
CofCA: A STEP-WISE Counterfactual Multi-hop QA benchmark
[
Slides]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #324
RefactorBench: Evaluating Stateful Reasoning in Language Agents Through Code
[
Slides]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #63
Conditional Diffusion with Ordinal Regression: Longitudinal Data Generation for Neurodegenerative Disease Studies
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #470
Controlling Language and Diffusion Models by Transporting Activations
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #213
Chain-of-Action: Faithful and Multimodal Question Answering through Large Language Models
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #460
Optimal Protocols for Continual Learning via Statistical Physics and Control Theory
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #173
Precise Parameter Localization for Textual Generation in Diffusion Models
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #155
T2V-Turbo-v2: Enhancing Video Model Post-Training through Data, Reward, and Conditional Guidance Design
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #198
Improving Graph Neural Networks by Learning Continuous Edge Directions
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #533
Dysca: A Dynamic and Scalable Benchmark for Evaluating Perception Ability of LVLMs
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #93
CogCoM: A Visual Language Model with Chain-of-Manipulations Reasoning
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #154
Denoising Task Difficulty-based Curriculum for Training Diffusion Models
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #574
Interpreting the Second-Order Effects of Neurons in CLIP
[
Slides]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #250
Learning to Plan Before Answering: Self-Teaching LLMs to Learn Abstract Plans for Problem Solving
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #83
CityAnchor: City-scale 3D Visual Grounding with Multi-modality LLMs
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #167
Fréchet Wavelet Distance: A Domain-Agnostic Metric for Image Generation
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #625
Protecting against simultaneous data poisoning attacks
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #597
Correlation and Navigation in the Vocabulary Key Representation Space of Language Models
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #564
Clique Number Estimation via Differentiable Functions of Adjacency Matrix Permutations
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #68
Probabilistic Geometric Principal Component Analysis with application to neural data
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #107
Fast Training of Sinusoidal Neural Fields via Scaling Initialization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #298
U-shaped and Inverted-U Scaling behind Emergent Abilities of Large Language Models
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #216
From Commands to Prompts: LLM-based Semantic File System for AIOS
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #121
MMR: A Large-scale Benchmark Dataset for Multi-target and Multi-granularity Reasoning Segmentation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #172
Diffusion Transformers for Tabular Data Time Series Generation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #124
Vision-RWKV: Efficient and Scalable Visual Perception with RWKV-Like Architectures
[
Slides]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #495
Uncovering Gaps in How Humans and LLMs Interpret Subjective Language
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #255
Commit0: Library Generation from Scratch
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #382
A Deep Generative Learning Approach for Two-stage Adaptive Robust Optimization
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #561
The Foundations of Tokenization: Statistical and Computational Concerns
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #13
Meta Flow Matching: Integrating Vector Fields on the Wasserstein Manifold
[
Slides]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #328
High-Dynamic Radar Sequence Prediction for Weather Nowcasting Using Spatiotemporal Coherent Gaussian Representation
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #31
VAE-Var: Variational Autoencoder-Enhanced Variational Methods for Data Assimilation in Meteorology
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #80
Visually Consistent Hierarchical Image Classification
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #484
TSC-Net: Prediction of Pedestrian Trajectories by Trajectory-Scene-Cell Classification
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #431
Conformalized Survival Analysis for General Right-Censored Data
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #355
Efficient Distribution Matching of Representations via Noise-Injected Deep InfoMax
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #238
Privacy-Preserving Personalized Federated Prompt Learning for Multimodal Large Language Models
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #5
ShEPhERD: Diffusing shape, electrostatics, and pharmacophores for bioisosteric drug design
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #384
Optimization by Parallel Quasi-Quantum Annealing with Gradient-Based Sampling
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #361
Sharpness-Aware Minimization Efficiently Selects Flatter Minima Late In Training
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #530
ETA: Evaluating Then Aligning Safety of Vision Language Models at Inference Time
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #544
Improved Diffusion-based Generative Model with Better Adversarial Robustness
[
Slides]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #226
ToolACE: Winning the Points of LLM Function Calling
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #521
Navigating Neural Space: Revisiting Concept Activation Vectors to Overcome Directional Divergence
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #115
ImDy: Human Inverse Dynamics from Imitated Observations
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #319
HarmAug: Effective Data Augmentation for Knowledge Distillation of Safety Guard Models
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #640
Feature Averaging: An Implicit Bias of Gradient Descent Leading to Non-Robustness in Neural Networks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #38
Towards Realistic UAV Vision-Language Navigation: Platform, Benchmark, and Methodology
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #309
Knowledge Localization: Mission Not Accomplished? Enter Query Localization!
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #499
Examining Alignment of Large Language Models through Representative Heuristics: the case of political stereotypes
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #135
AIMS.au: A Dataset for the Analysis of Modern Slavery Countermeasures in Corporate Statements
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #244
Certifying Counterfactual Bias in LLMs
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #563
OPTAMI: Global Superlinear Convergence of High-order Methods
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #369
Adversarial Mixup Unlearning
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #520
From Search to Sampling: Generative Models for Robust Algorithmic Recourse
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #88
What Matters When Repurposing Diffusion Models for General Dense Perception Tasks?
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #551
Temporal Flexibility in Spiking Neural Networks: Towards Generalization Across Time Steps and Deployment Friendliness
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #241
Determine-Then-Ensemble: Necessity of Top-k Union for Large Language Model Ensembling
[
Slides]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #388
SINGER: Stochastic Network Graph Evolving Operator for High Dimensional PDEs
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #264
Should VLMs be Pre-trained with Image Data?
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #225
RRM: Robust Reward Model Training Mitigates Reward Hacking
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #45
Flow Matching with Gaussian Process Priors for Probabilistic Time Series Forecasting
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #202
Node Identifiers: Compact, Discrete Representations for Efficient Graph Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #476
Scalable Universal T-Cell Receptor Embeddings from Adaptive Immune Repertoires
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #265
Magpie: Alignment Data Synthesis from Scratch by Prompting Aligned LLMs with Nothing
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #32
Active Learning for Neural PDE Solvers
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #555
Zero-Shot Whole-Body Humanoid Control via Behavioral Foundation Models
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #418
Learning to Search from Demonstration Sequences
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #377
Solving hidden monotone variational inequalities with surrogate losses
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #215
HELMET: How to Evaluate Long-context Models Effectively and Thoroughly
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #492
Deep Linear Probe Generators for Weight Space Learning
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #35
LASeR: Towards Diversified and Generalizable Robot Design with Large Language Models
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #593
Value-Incentivized Preference Optimization: A Unified Approach to Online and Offline RLHF
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #374
Deep Weight Factorization: Sparse Learning Through the Lens of Artificial Symmetries
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #233
Interactive Speculative Planning: Enhance Agent Efficiency through Co-design of System and User Interface
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #391
Vertical Federated Learning with Missing Features During Training and Inference
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #522
Breaking Free from MMI: A New Frontier in Rationalization by Probing Input Utilization
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #430
Score-based free-form architectures for high-dimensional Fokker-Planck equations
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #223
Logically Consistent Language Models via Neuro-Symbolic Integration
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #210
VILA-U: a Unified Foundation Model Integrating Visual Understanding and Generation
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #28
Generating Physical Dynamics under Priors
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #281
Can Generative AI Solve Your In-Context Learning Problem? A Martingale Perspective
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #472
Exploiting Distribution Constraints for Scalable and Efficient Image Retrieval
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #428
Sequential Controlled Langevin Diffusions
[
Slides]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #351
COPER: Correlation-based Permutations for Multi-View Clustering
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #286
PerturboLLaVA: Reducing Multimodal Hallucinations with Perturbative Visual Training
[
Slides]
[
OpenReview]
Blog Track Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #48
Lost in Prediction: Why Social Media Narratives Don't Help Macroeconomic Forecasting?
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #527
Robust Watermarking Using Generative Priors Against Image Editing: From Benchmarking to Advances
[
Poster]
[
OpenReview]
Blog Track Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #541
A Curious Case of the Missing Measure: Better Scores and Worse Generation
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #288
When LLMs Play the Telephone Game: Cultural Attractors as Conceptual Tools to Evaluate LLMs in Multi-turn Settings
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #565
Representation Alignment for Generation: Training Diffusion Transformers Is Easier Than You Think
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #141
FlashRNN: I/O-Aware Optimization of Traditional RNNs on modern hardware
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #214
Monet: Mixture of Monosemantic Experts for Transformers
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #90
Refine-by-Align: Reference-Guided Artifacts Refinement through Semantic Alignment
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #320
Generative Monoculture in Large Language Models
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #343
Aligned Datasets Improve Detection of Latent Diffusion-Generated Images
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #224
xFinder: Large Language Models as Automated Evaluators for Reliable Evaluation
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #410
ComaDICE: Offline Cooperative Multi-Agent Reinforcement Learning with Stationary Distribution Shift Regularization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #110
Controllable Blur Data Augmentation Using 3D-Aware Motion Estimation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #266
RAG-DDR: Optimizing Retrieval-Augmented Generation Using Differentiable Data Rewards
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #545
Discovering Temporally Compositional Neural Manifolds with Switching Infinite GPFA
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #366
A-Bench: Are LMMs Masters at Evaluating AI-generated Images?
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #29
Continuous Ensemble Weather Forecasting with Diffusion models
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #256
Chain-of-Thought Provably Enables Learning the (Otherwise) Unlearnable
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #306
VOILA: Evaluation of MLLMs For Perceptual Understanding and Analogical Reasoning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #514
Self-Introspective Decoding: Alleviating Hallucinations for Large Vision-Language Models
[
Slides]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #85
TetSphere Splatting: Representing High-Quality Geometry with Lagrangian Volumetric Meshes
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #562
S4M: S4 for multivariate time series forecasting with Missing values
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #508
A transfer learning framework for weak to strong generalization
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #130
Once-for-All: Controllable Generative Image Compression with Dynamic Granularity Adaptation
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #615
MME-RealWorld: Could Your Multimodal LLM Challenge High-Resolution Real-World Scenarios that are Difficult for Humans?
[
Slides]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #486
LoCA: Location-Aware Cosine Adaptation for Parameter-Efficient Fine-Tuning
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #30
SimXRD-4M: Big Simulated X-ray Diffraction Data and Crystal Symmetry Classification Benchmark
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #105
Scalable Benchmarking and Robust Learning for Noise-Free Ego-Motion and 3D Reconstruction from Noisy Video
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #329
Exploring the Effectiveness of Object-Centric Representations in Visual Question Answering: Comparative Insights with Foundation Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #58
MetaMetrics: Calibrating Metrics for Generation Tasks Using Human Preferences
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #354
Learning Mask Invariant Mutual Information for Masked Image Modeling
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #96
Bridging Compressed Image Latents and Multimodal Large Language Models
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #74
As large as it gets – Studying Infinitely Large Convolutions via Neural Implicit Frequency Filters
[
Poster]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #179
Discrete Diffusion Schrödinger Bridge Matching for Graph Transformation
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #403
Transformers Can Learn Temporal Difference Methods for In-Context Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #133
Near, far: Patch-ordering enhances vision foundation models' scene understanding
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #537
Iterative Label Refinement Matters More than Preference Optimization under Weak Supervision
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #132
A Large-scale Dataset and Benchmark for Commuting Origin-Destination Flow Generation
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #273
MrT5: Dynamic Token Merging for Efficient Byte-level Language Models
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #114
MotionAura: Generating High-Quality and Motion Consistent Videos using Discrete Diffusion
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #395
MAST: model-agnostic sparsified training
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #406
Bootstrapped Model Predictive Control
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #587
WildBench: Benchmarking LLMs with Challenging Tasks from Real Users in the Wild
[
Slides]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #631
Neural Spacetimes for DAG Representation Learning
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #188
Training-Free Message Passing for Learning on Hypergraphs
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #601
Second-Order Fine-Tuning without Pain for LLMs: A Hessian Informed Zeroth-Order Optimizer
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #160
Manifolds, Random Matrices and Spectral Gaps: The geometric phases of generative diffusion
[
Slides]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #436
Robust Feature Learning for Multi-Index Models in High Dimensions
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #389
Utilitarian Algorithm Configuration for Infinite Parameter Spaces
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #26
Regularized Proportional Fairness Mechanism for Resource Allocation Without Money
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #500
Forte : Finding Outliers with Representation Typicality Estimation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #438
Revisiting Source-Free Domain Adaptation: a New Perspective via Uncertainty Control
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #456
Singular Subspace Perturbation Bounds via Rectangular Random Matrix Diffusions
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #151
Learning Spatiotemporal Dynamical Systems from Point Process Observations
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #407
Learning Splitting Heuristics in Divide-and-Conquer SAT Solvers with Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #371
NExUME: Adaptive Training and Inference for DNNs under Intermittent Power Environments
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #305
On the Optimization Landscape of Low Rank Adaptation Methods for Large Language Models
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #357
What Does It Mean to Be a Transformer? Insights from a Theoretical Hessian Analysis
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #457
Matrix Product Sketching via Coordinated Sampling
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #66
Brain Bandit: A Biologically Grounded Neural Network for Efficient Control of Exploration
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #633
Robustness Inspired Graph Backdoor Defense
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #581
ReAttention: Training-Free Infinite Context with Finite Attention Scope
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #165
ImageFolder: Autoregressive Image Generation with Folded Tokens
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #531
Surgical, Cheap, and Flexible: Mitigating False Refusal in Language Models via Single Vector Ablation
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #591
Towards Understanding Text Hallucination of Diffusion Models via Local Generation Bias
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #92
R2Det: Exploring Relaxed Rotation Equivariance in 2D Object Detection
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #17
Multimodal Lego: Model Merging and Fine-Tuning Across Topologies and Modalities in Biomedicine
[
Slides]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #118
Gaussian Splatting Lucas-Kanade
[
Slides]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #184
A Spark of Vision-Language Intelligence: 2-Dimensional Autoregressive Transformer for Efficient Finegrained Image Generation
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #344
Inverse Scaling: When Bigger Isn't Better
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #449
Almost Optimal Batch-Regret Tradeoff for Batch Linear Contextual Bandits
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #145
PADRe: A Unifying Polynomial Attention Drop-in Replacement for Efficient Vision Transformer
[
Slides]
[
Poster]
[
OpenReview]
Blog Track Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #494
Pitfalls of Evidence-Based AI Policy
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #356
On Discriminative Probabilistic Modeling for Self-Supervised Representation Learning
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #168
Denoising Levy Probabilistic Models
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #47
Dynamic-SUPERB Phase-2: A Collaboratively Expanding Benchmark for Measuring the Capabilities of Spoken Language Models with 180 Tasks
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #134
VLMaterial: Procedural Material Generation with Large Vision-Language Models
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #87
SplatFormer: Point Transformer for Robust 3D Gaussian Splatting
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #465
Robust Root Cause Diagnosis using In-Distribution Interventions
[
Slides]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #396
SMI-Editor: Edit-based SMILES Language Model with Fragment-level Supervision
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #230
ROUTE: Robust Multitask Tuning and Collaboration for Text-to-SQL
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #54
YouTube-SL-25: A Large-Scale, Open-Domain Multilingual Sign Language Parallel Corpus
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #143
OSTQuant: Refining Large Language Model Quantization with Orthogonal and Scaling Transformations for Better Distribution Fitting
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #620
Learning Causal Alignment for Reliable Disease Diagnosis
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #422
MrSteve: Instruction-Following Agents in Minecraft with What-Where-When Memory
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #540
SpikeGPT: Generative Pre-trained Language Model with Spiking Neural Networks
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #122
TimeSuite: Improving MLLMs for Long Video Understanding via Grounded Tuning
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #623
Towards a Complete Logical Framework for GNN Expressiveness
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #529
A Watermark for Order-Agnostic Language Models
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #606
Directional Gradient Projection for Robust Fine-Tuning of Foundation Models
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #596
On Disentangled Training for Nonlinear Transform in Learned Image Compression
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #103
GTR: Improving Large 3D Reconstruction Models through Geometry and Texture Refinement
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #370
MMIE: Massive Multimodal Interleaved Comprehension Benchmark for Large Vision-Language Models
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #152
Automated Filtering of Human Feedback Data for Aligning Text-to-Image Diffusion Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #442
Transformers Handle Endogeneity in In-Context Linear Regression
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #576
VL-Cache: Sparsity and Modality-Aware KV Cache Compression for Vision-Language Model Inference Acceleration
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #322
Exact Byte-Level Probabilities from Tokenized Language Models for FIM-Tasks and Model Ensembles
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #535
PAD: Personalized Alignment of LLMs at Decoding-time
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #411
Federated $Q$-Learning with Reference-Advantage Decomposition: Almost Optimal Regret and Logarithmic Communication Cost
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #450
ADAM Optimization with Adaptive Batch Selection
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #345
Optimizing importance weighting in the presence of sub-population shifts
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #528
Bad-PFL: Exploiting Backdoor Attacks against Personalized Federated Learning
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #635
On the Modeling Capabilities of Large Language Models for Sequential Decision Making
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #190
E(n) Equivariant Topological Neural Networks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #491
Modeling Unseen Environments with Language-guided Composable Causal Components in Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #258
Measuring And Improving Persuasiveness Of Large Language Models
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #36
Bootstrapping Language-Guided Navigation Learning with Self-Refining Data Flywheel
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #111
Efficient Neuron Segmentation in Electron Microscopy by Affinity-Guided Queries
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #197
Relation-Aware Diffusion for Heterogeneous Graphs with Partially Observed Features
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #212
Do Large Language Models Truly Understand Geometric Structures?
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #297
HeadMap: Locating and Enhancing Knowledge Circuits in LLMs
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #439
On the Convergence of No-Regret Dynamics in Information Retrieval Games with Proportional Ranking Functions
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #547
KooNPro: A Variance-Aware Koopman Probabilistic Model Enhanced by Neural Process for Time Series Forecasting
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #560
Geometry of Neural Reinforcement Learning in Continuous State and Action Spaces
[
Slides]
[
Poster]
[
OpenReview]
Blog Track Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #208
Intricacies of Feature Geometry in Large Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #429
Variance-Reducing Couplings for Random Features
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #127
Self-Supervised Diffusion MRI Denoising via Iterative and Stable Refinement
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #70
Differentiable Optimization of Similarity Scores Between Models and Brains
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #76
MIM-Refiner: A Contrastive Learning Boost from Intermediate Pre-Trained Masked Image Modeling Representations
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #607
A Conditional Independence Test in the Presence of Discretization
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #464
Causal Graph Transformer for Treatment Effect Estimation Under Unknown Interference
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #95
Weakly Supervised Video Scene Graph Generation via Natural Language Supervision
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #318
PALMBENCH: A COMPREHENSIVE BENCHMARK OF COMPRESSED LARGE LANGUAGE MODELS ON MOBILE PLATFORMS
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #373
Weak-to-Strong Generalization Through the Data-Centric Lens
[
Slides]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #205
TAU-106K: A New Dataset for Comprehensive Understanding of Traffic Accident
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #257
Efficiently Learning at Test-Time: Active Fine-Tuning of LLMs
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #104
GenVP: Generating Visual Puzzles with Contrastive Hierarchical VAEs
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #116
MotionDreamer: One-to-Many Motion Synthesis with Localized Generative Masked Transformer
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #91
Segment Any 3D Object with Language
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #175
Overcoming False Illusions in Real-World Face Restoration with Multi-Modal Guided Diffusion Model
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #510
Adversarial Search Engine Optimization for Large Language Models
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #140
MambaQuant: Quantizing the Mamba Family with Variance Aligned Rotation Methods
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #583
Computational Limits of Low-Rank Adaptation (LoRA) Fine-Tuning for Transformer Models
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #349
Refining CLIP's Spatial Awareness: A Visual-Centric Perspective
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #473
Predicate Hierarchies Improve Few-Shot State Classification
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #461
Constructing Confidence Intervals for Average Treatment Effects from Multiple Datasets
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #393
Local Steps Speed Up Local GD for Heterogeneous Distributed Logistic Regression
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #634
Towards Neural Scaling Laws for Time Series Foundation Models
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #585
STORM: Spatio-TempOral Reconstruction Model For Large-Scale Outdoor Scenes
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #433
Identifying latent state transitions in non-linear dynamical systems
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #98
What Makes a Maze Look Like a Maze?
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #252
Eliciting Human Preferences with Language Models
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #437
DynaPrompt: Dynamic Test-Time Prompt Tuning
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #161
Accelerating Auto-regressive Text-to-Image Generation with Training-free Speculative Jacobi Decoding
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #517
Exact Computation of Any-Order Shapley Interactions for Graph Neural Networks
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #248
Jamba: Hybrid Transformer-Mamba Language Models
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #626
ConvCodeWorld: Benchmarking Conversational Code Generation in Reproducible Feedback Environments
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #69
SAM-CP: Marrying SAM with Composable Prompts for Versatile Segmentation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #156
Robust Barycenter Estimation using Semi-Unbalanced Neural Optimal Transport
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #346
Support is All You Need for Certified VAE Training
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #363
The Unreasonable Ineffectiveness of the Deeper Layers
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #559
HG-Adapter: Improving Pre-Trained Heterogeneous Graph Neural Networks with Dual Adapters
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #584
Simplifying, Stabilizing and Scaling Continuous-time Consistency Models
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #321
VisRAG: Vision-based Retrieval-augmented Generation on Multi-modality Documents
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #53
ImpScore: A Learnable Metric For Quantifying The Implicitness Level of Sentences
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #178
Lightning-Fast Image Inversion and Editing for Text-to-Image Diffusion Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #138
Accelerating neural network training: An analysis of the AlgoPerf competition
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #139
Adapt-$\infty$: Scalable Continual Multimodal Instruction Tuning via Dynamic Data Selection
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #440
Re-evaluating Open-ended Evaluation of Large Language Models
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #240
STAFF: Speculative Coreset Selection for Task-Specific Fine-tuning
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #501
PFGuard: A Generative Framework with Privacy and Fairness Safeguards
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #432
Wasserstein-Regularized Conformal Prediction under General Distribution Shift
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #12
DenoiseVAE: Learning Molecule-Adaptive Noise Distributions for Denoising-based 3D Molecular Pre-training
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #86
Visual Haystacks: A Vision-Centric Needle-In-A-Haystack Benchmark
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #227
RaSA: Rank-Sharing Low-Rank Adaptation
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #149
Be More Diverse than the Most Diverse: Optimal Mixtures of Generative Models via Mixture-UCB Bandit Algorithms
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #335
Cross the Gap: Exposing the Intra-modal Misalignment in CLIP via Modality Inversion
[
Slides]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #424
Interpreting Emergent Planning in Model-Free Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #62
Multi-modal brain encoding models for multi-modal stimuli
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #219
On the self-verification limitations of large language models on reasoning and planning tasks
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #272
TypedThinker: Diversify Large Language Model Reasoning with Typed Thinking
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #291
SCBench: A KV Cache-Centric Analysis of Long-Context Methods
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #194
Exponential Topology-enabled Scalable Communication in Multi-agent Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #174
Simple Guidance Mechanisms for Discrete Diffusion Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #441
Sketching for Convex and Nonconvex Regularized Least Squares with Sharp Guarantees
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #468
Instance-dependent Early Stopping
[
Slides]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #487
LiFT: Learning to Fine-Tune via Bayesian Parameter Efficient Meta Fine-Tuning
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #246
Harnessing Webpage UIs for Text-Rich Visual Understanding
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #381
Does SGD really happen in tiny subspaces?
[
Slides]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #9
Multi-domain Distribution Learning for De Novo Drug Design
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #401
DeepLTL: Learning to Efficiently Satisfy Complex LTL Specifications for Multi-Task RL
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #177
DreamDistribution: Learning Prompt Distribution for Diverse In-distribution Generation
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #146
Selective induction Heads: How Transformers Select Causal Structures in Context
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #79
Compositional 4D Dynamic Scenes Understanding with Physics Priors for Video Question Answering
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #342
Understanding and Enhancing the Transferability of Jailbreaking Attacks
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #463
Recovery of Causal Graph Involving Latent Variables via Homologous Surrogates
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #368
Transformers Struggle to Learn to Search
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #408
Towards Empowerment Gain through Causal Structure Learning in Model-Based Reinforcement Learning
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #416
Open-World Reinforcement Learning over Long Short-Term Imagination
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #61
SiReRAG: Indexing Similar and Related Information for Multihop Reasoning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #65
CBraMod: A Criss-Cross Brain Foundation Model for EEG Decoding
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #372
Find A Winning Sign: Sign Is All We Need to Win the Lottery
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #358
UniGEM: A Unified Approach to Generation and Property Prediction for Molecules
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #275
GraphArena: Evaluating and Exploring Large Language Models on Graph Computation
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #99
Framer: Interactive Frame Interpolation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #296
ComLoRA: A Competitive Learning Approach for Enhancing LoRA
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #549
Self-Boosting Large Language Models with Synthetic Preference Data
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #394
On Scaling Up 3D Gaussian Splatting Training
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #181
Block Diffusion: Interpolating Between Autoregressive and Diffusion Language Models
[
Slides]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #415
Discrete Codebook World Models for Continuous Control
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #505
Do LLMs estimate uncertainty well in instruction-following?
[
Slides]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #120
Reti-Diff: Illumination Degradation Image Restoration with Retinex-based Latent Diffusion Model
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #129
Contextual Self-paced Learning for Weakly Supervised Spatio-Temporal Video Grounding
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #421
Efficient Residual Learning with Mixture-of-Experts for Universal Dexterous Grasping
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #8
Efficient Evolutionary Search Over Chemical Space with Large Language Models
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #338
NoVo: Norm Voting off Hallucinations with Attention Heads in Large Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #39
Cross-Embodiment Dexterous Grasping with Reinforcement Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #409
Toward Exploratory Inverse Constraint Inference with Generative Diffusion Verifiers
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #249
Language Imbalance Driven Rewarding for Multilingual Self-improving
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #94
Graph-based Document Structure Analysis
[
Slides]
[
Poster]
[
OpenReview]
Blog Track Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #136
Linear Recurrences Accessible to Everyone
[
Slides]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #311
Composable Interventions for Language Models
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #170
Approaching Rate-Distortion Limits in Neural Compression with Lattice Transform Coding
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #554
Vision and Language Synergy for Rehearsal Free Continual Learning
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #187
Spectro-Riemannian Graph Neural Networks
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #221
Inference Optimal VLMs Need Fewer Visual Tokens and More Parameters
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #84
ViSAGe: Video-to-Spatial Audio Generation
[
Slides]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #359
Deep Networks Learn Features From Local Discontinuities in the Label Function
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #126
Scaling In-the-Wild Training for Diffusion-based Illumination Harmonization and Editing by Imposing Consistent Light Transport
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #183
NRGBoost: Energy-Based Generative Boosted Trees
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #511
Interpreting Language Reward Models via Contrastive Explanations
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #269
The Belief State Transformer
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #23
PhysBench: Benchmarking and Enhancing Vision-Language Models for Physical World Understanding
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #259
KaSA: Knowledge-Aware Singular-Value Adaptation of Large Language Models
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #385
OCCAM: Towards Cost-Efficient and Accuracy-Aware Classification Inference
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #362
Training Neural Networks as Recognizers of Formal Languages
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #254
SFS: Smarter Code Space Search improves LLM Inference Scaling
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #628
Offline Model-Based Optimization by Learning to Rank
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #608
PortLLM: Personalizing Evolving Large Language Models with Training-Free and Portable Model Patches
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #196
Higher-Order Graphon Neural Networks: Approximation and Cut Distance
[
OpenReview]
Blog Track Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #144
Mechanistic Interpretability Meets Vision Language Models: Insights and Limitations
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #186
Do You Keep an Eye on What I Ask? Mitigating Multimodal Hallucination via Attention-Guided Ensemble Decoding
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #271
Gnothi Seauton: Empowering Faithful Self-Interpretability in Black-Box Transformers
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #413
eQMARL: Entangled Quantum Multi-Agent Reinforcement Learning for Distributed Cooperation over Quantum Channels
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #274
Dynamic Multimodal Evaluation with Flexible Complexity by Vision-Language Bootstrapping
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #310
RainbowPO: A Unified Framework for Combining Improvements in Preference Optimization
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #336
Improving Deep Regression with Tightness
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #614
Rethinking the generalization of drug target affinity prediction algorithms via similarity aware evaluation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #412
Inverse Attention Agents for Multi-Agent Systems
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #72
ReCogLab: a framework testing relational reasoning & cognitive hypotheses on LLMs
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #232
RuAG: Learned-rule-augmented Generation for Large Language Models
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #277
SELF-EVOLVED REWARD LEARNING FOR LLMS
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #14
Boltzmann Semantic Score: A Semantic Metric for Evaluating Large Vision Models Using Large Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #353
Projection Head is Secretly an Information Bottleneck
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #478
Realistic Evaluation of Deep Partial-Label Learning Algorithms
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #609
Deep Distributed Optimization for Large-Scale Quadratic Programming
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #452
Streaming Algorithms For $\ell_p$ Flows and $\ell_p$ Regression
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #142
Understanding Matrix Function Normalizations in Covariance Pooling through the Lens of Riemannian Geometry
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #16
GeSubNet: Gene Interaction Inference for Disease Subtype Network Generation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #245
Streamlining Redundant Layers to Compress Large Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #481
Two Effects, One Trigger: On the Modality Gap, Object Bias, and Information Imbalance in Contrastive Vision-Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #315
TODO: Enhancing LLM Alignment with Ternary Preferences
[
Slides]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #128
Sort-free Gaussian Splatting via Weighted Sum Rendering
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #379
Overcoming Lower-Level Constraints in Bilevel Optimization: A Novel Approach with Regularized Gap Functions
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #595
Physics of Language Models: Part 2.1, Grade-School Math and the Hidden Reasoning Process
[
Slides]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #425
Mitigating Information Loss in Tree-Based Reinforcement Learning via Direct Optimization
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #474
Diffusion Feedback Helps CLIP See Better
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #280
BigDocs: An Open Dataset for Training Multimodal Models on Document and Code Tasks
[
Slides]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #147
Spiking Vision Transformer with Saccadic Attention
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #326
Model merging with SVD to tie the Knots
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #588
How new data permeates LLM knowledge and how to dilute it
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #493
Selective Aggregation for Low-Rank Adaptation in Federated Learning
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #22
Adaptive Shrinkage Estimation for Personalized Deep Kernel Regression in Modeling Brain Trajectories
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #27
MGCFNN: A Neural MultiGrid Solver with Novel Fourier Neural Network for High Wave Number Helmholtz Equations
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #503
SaLoRA: Safety-Alignment Preserved Low-Rank Adaptation
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #599
Oracle efficient truncated statistics
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #350
COME: Test-time Adaption by Conservatively Minimizing Entropy
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #267
SuperCorrect: Advancing Small LLM Reasoning with Thought Template Distillation and Self-Correction
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #237
MovieDreamer: Hierarchical Generation for Coherent Long Visual Sequences
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #201
Homomorphism Expressivity of Spectral Invariant Graph Neural Networks
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #489
Self-Normalized Resets for Plasticity in Continual Learning
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #189
On the Completeness of Invariant Geometric Deep Learning Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #46
Neuron Platonic Intrinsic Representation From Dynamics Using Contrastive Learning
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #285
Filtered not Mixed: Filtering-Based Online Gating for Mixture of Large Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #1
PharmacoMatch: Efficient 3D Pharmacophore Screening via Neural Subgraph Matching
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #400
Hierarchical World Models as Visual Whole-Body Humanoid Controllers
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #239
Shh, don't say that! Domain Certification in LLMs
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #323
Lines of Thought in Large Language Models
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #182
SaRA: High-Efficient Diffusion Model Fine-tuning with Progressive Sparse Low-Rank Adaptation
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #524
Bilinear MLPs enable weight-based mechanistic interpretability
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #516
Regretful Decisions under Label Noise
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #568
Large Convolutional Model Tuning via Filter Subspace
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #466
When Selection Meets Intervention: Additional Complexities in Causal Discovery
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #37
Learning Geometric Reasoning Networks For Robot Task And Motion Planning
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #448
Lasso Bandit with Compatibility Condition on Optimal Arm
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #332
Towards Unified Human Motion-Language Understanding via Sparse Interpretable Characterization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #262
u-$\mu$P: The Unit-Scaled Maximal Update Parametrization
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #253
Can LLMs Generate Novel Research Ideas? A Large-Scale Human Study with 100+ NLP Researchers
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #52
Vevo: Controllable Zero-Shot Voice Imitation with Self-Supervised Disentanglement
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #97
SVBench: A Benchmark with Temporal Multi-Turn Dialogues for Streaming Video Understanding
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #375
Unlocking Global Optimality in Bilevel Optimization: A Pilot Study
[
Slides]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #108
DECO: Unleashing the Potential of ConvNets for Query-based Detection and Segmentation
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #419
Policy Gradient with Kernel Quadrature
[
Poster]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #534
Policy Design in Long-run Welfare Dynamics
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #4
AtomSurf: Surface Representation for Learning on Protein Structures
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #622
Tackling Data Corruption in Offline Reinforcement Learning via Sequence Modeling
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #512
Large Language Models can Become Strong Self-Detoxifiers
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #117
DELTA: DENSE EFFICIENT LONG-RANGE 3D TRACKING FOR ANY VIDEO
[
Slides]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #367
MLE-bench: Evaluating Machine Learning Agents on Machine Learning Engineering
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #525
HiBug2: Efficient and Interpretable Error Slice Discovery for Comprehensive Model Debugging
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #485
Uni-Sign: Toward Unified Sign Language Understanding at Scale
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #462
ADAM: An Embodied Causal Agent in Open-World Environments
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #616
LongWriter: Unleashing 10,000+ Word Generation from Long Context LLMs
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #289
CS-Bench: A Comprehensive Benchmark for Large Language Models towards Computer Science Mastery
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #247
An Empirical Analysis of Uncertainty in Large Language Model Evaluations
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #613
Noisy Test-Time Adaptation in Vision-Language Models
[
Slides]
[
OpenReview]
Blog Track Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #455
Reexamining the Aleatoric and Epistemic Uncertainty Dichotomy
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #171
Concept Pinpoint Eraser for Text-to-image Diffusion Models via Residual Attention Gate
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #447
Conservative Contextual Bandits: Beyond Linear Representations
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #325
On Quantizing Neural Representation for Variable-Rate Video Coding
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #18
PathGen-1.6M: 1.6 Million Pathology Image-text Pairs Generation through Multi-agent Collaboration
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #435
Training One-Dimensional Graph Neural Networks is NP-Hard
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #176
Layout-your-3D: Controllable and Precise 3D Generation with 2D Blueprint
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #548
STBLLM: Breaking the 1-Bit Barrier with Structured Binary LLMs
[
OpenReview]
Blog Track Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #542
The Lottery LLM Hypothesis, Rethinking What Abilities Should LLM Compression Preserve?
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #20
Reliable and Diverse Evaluation of LLM Medical Knowledge Mastery
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #261
Earlier Tokens Contribute More: Learning Direct Preference Optimization From Temporal Decay Perspective
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #11
ReNovo: Retrieval-Based \emph{De Novo} Mass Spectrometry Peptide Sequencing
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #426
CBMA: Improving Conformal Prediction through Bayesian Model Averaging
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #589
No Pose, No Problem: Surprisingly Simple 3D Gaussian Splats from Sparse Unposed Images
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #157
TFG-Flow: Training-free Guidance in Multimodal Generative Flow
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #536
Conformal Prediction Sets Can Cause Disparate Impact
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #287
What is Wrong with Perplexity for Long-context Language Modeling?
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #25
Learning Chaos In A Linear Way
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #283
Efficient Learning with Sine-Activated Low-Rank Matrices
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #51
MELODI: Exploring Memory Compression for Long Contexts
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #314
VideoWebArena: Evaluating Long Context Multimodal Agents with Video Understanding Web Tasks
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #602
Dynamic Sparse Training versus Dense Training: The Unexpected Winner in Image Corruption Robustness
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #598
A Theoretical Perspective: How to Prevent Model Collapse in Self-consuming Training Loops
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #3
OSDA Agent: Leveraging Large Language Models for De Novo Design of Organic Structure Directing Agents
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #276
Step-by-Step Reasoning for Math Problems via Twisted Sequential Monte Carlo
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #538
Can Watermarked LLMs be Identified by Users via Crafted Prompts?
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #180
Heavy-Tailed Diffusion Models
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #330
Learning Continually by Spectral Regularization
[
OpenReview]
Blog Track Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #209
On LLM Knowledge Distillation - A Comparison between Forward KL and Reverse KL
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #192
Generalizing Weisfeiler-Lehman Kernels to Subgraphs
[
Slides]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #235
Digi-Q: Learning VLM Q-Value Functions for Training Device-Control Agents
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #502
Poison-splat: Computation Cost Attack on 3D Gaussian Splatting
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #59
FlowDec: A flow-based full-band general audio codec with high perceptual quality
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #228
Sample then Identify: A General Framework for Risk Control and Assessment in Multimodal Large Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #392
Convergence of Distributed Adaptive Optimization with Local Updates
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #49
Automated Proof Generation for Rust Code via Self-Evolution
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #308
Uncovering Overfitting in Large Language Model Editing
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #60
Progressive Compositionality in Text-to-Image Generative Models
[
Slides]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #162
Efficient Perplexity Bound and Ratio Matching in Discrete Diffusion Language Models
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #50
Revisiting Convolution Architecture in the Realm of DNA Foundation Models
[
Slides]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #399
Flat Reward in Policy Parameter Space Implies Robust Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #109
GaussianBlock: Building Part-Aware Compositional and Editable 3D Scene by Primitives and Gaussians
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #24
QuaDiM: A Conditional Diffusion Model For Quantum State Property Estimation
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #578
Cyclic Contrastive Knowledge Transfer for Open-Vocabulary Object Detection
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #78
NeuralPlane: Structured 3D Reconstruction in Planar Primitives with Neural Fields
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #604
OpenPRM: Building Open-domain Process-based Reward Models with Preference Trees
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #57
Proactive Agent: Shifting LLM Agents from Reactive Responses to Active Assistance
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #77
CREMA: Generalizable and Efficient Video-Language Reasoning via Multimodal Modular Fusion
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #469
Out-of-distribution Generalization for Total Variation based Invariant Risk Minimization
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #397
Decision Information Meets Large Language Models: The Future of Explainable Operations Research
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #590
ECD: A Machine Learning Benchmark for Predicting Enhanced-Precision Electronic Charge Density in Crystalline Inorganic Materials
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #44
Context-Alignment: Activating and Enhancing LLMs Capabilities in Time Series
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #278
Enhancing Language Model Agents using Diversity of Thoughts
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #42
Diffusion-based Decoupled Deterministic and Uncertain Framework for Probabilistic Multivariate Time Series Forecasting
[
Slides]
[
Poster]
[
OpenReview]
Blog Track Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #543
Positional Embeddings in Transformer Models: Evolution from Text to Vision Domains
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #414
Diff3DS: Generating View-Consistent 3D Sketch via Differentiable Curve Rendering
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #243
World Model on Million-Length Video And Language With Blockwise RingAttention
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #341
Multi-level Certified Defense Against Poisoning Attacks in Offline Reinforcement Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #15
Learning to engineer protein flexibility
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #279
Injecting Universal Jailbreak Backdoors into LLMs in Minutes
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #340
Concept-ROT: Poisoning Concepts in Large Language Models with Model Editing
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #446
Demystifying Online Clustering of Bandits: Enhanced Exploration Under Stochastic and Smoothed Adversarial Contexts
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #218
Visual Description Grounding Reduces Hallucinations and Boosts Reasoning in LVLMs
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #293
Improving Complex Reasoning with Dynamic Prompt Corruption: A Soft Prompt Optimization Approach
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #570
In Search of Forgotten Domain Generalization
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #6
HELM: Hierarchical Encoding for mRNA Language Modeling
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #580
Robustness of Quantum Algorithms for Nonconvex Optimization
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #523
Not All Language Model Features Are One-Dimensionally Linear
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #71
Brain Mapping with Dense Features: Grounding Cortical Semantic Selectivity in Natural Images With Vision Transformers
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #352
FlexCAD: Unified and Versatile Controllable CAD Generation with Fine-tuned Large Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #558
Grounding Continuous Representations in Geometry: Equivariant Neural Fields
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #304
mPLUG-Owl3: Towards Long Image-Sequence Understanding in Multi-Modal Large Language Models
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #217
LongGenBench: Benchmarking Long-Form Generation in Long Context LLMs
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #496
Enhancing Learning with Label Differential Privacy by Vector Approximation
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #234
Polynomial Composition Activations: Unleashing the Dynamics of Large Language Models
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #498
Differentially Private Steering for Large Language Model Alignment
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #89
Flow Distillation Sampling: Regularizing 3D Gaussians with Pre-trained Matching Priors
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #220
Nova: Generative Language Models for Assembly Code with Hierarchical Attention and Contrastive Learning
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #299
Adaptive Deployment of Untrusted LLMs Reduces Distributed Threats
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #195
Towards Continuous Reuse of Graph Models via Holistic Memory Diversification
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #73
TOMATO: Assessing Visual Temporal Reasoning Capabilities in Multimodal Foundation Models
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #365
Effective and Efficient Time-Varying Counterfactual Prediction with State-Space Models
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #211
Multi-modal Agent Tuning: Building a VLM-Driven Agent for Efficient Tool Usage
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #112
Eagle: Exploring The Design Space for Multimodal LLMs with Mixture of Encoders
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #33
Neural Eulerian Scene Flow Fields
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #526
Understanding Fairness Surrogate Functions in Algorithmic Fairness
[
Poster]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #611
Adaptive Batch Size for Privately Finding Second-Order Stationary Points
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #575
Learn Your Reference Model for Real Good Alignment
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #376
Rethinking Light Decoder-based Solvers for Vehicle Routing Problems
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #600
PvNeXt: Rethinking Network Design and Temporal Motion for Point Cloud Video Recognition
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #113
One-for-All Few-Shot Anomaly Detection via Instance-Induced Prompt Learning
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #317
Speculative RAG: Enhancing Retrieval Augmented Generation through Drafting
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #360
Ask, and it shall be given: On the Turing completeness of prompting
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #507
Mechanistic Permutability: Match Features Across Layers
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #444
Towards Generalization Bounds of GCNs for Adversarially Robust Node Classification
[
Slides]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #443
The Breakdown of Gaussian Universality in Classification of High-dimensional Linear Factor Mixtures
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #605
PseDet: Revisiting the Power of Pseudo Label in Incremental Object Detection
[
Slides]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #106
Kronecker Mask and Interpretive Prompts are Language-Action Video Learners
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #509
Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #301
Show-o: One Single Transformer to Unify Multimodal Understanding and Generation
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #199
ContextGNN: Beyond Two-Tower Recommendation Systems
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #451
Faster Algorithms for Structured Linear and Kernel Support Vector Machines
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #101
Meta-Continual Learning of Neural Fields
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #617
ConceptPrune: Concept Editing in Diffusion Models via Skilled Neuron Pruning
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #125
MMWorld: Towards Multi-discipline Multi-faceted World Model Evaluation in Videos
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #203
Precedence-Constrained Winter Value for Effective Graph Data Valuation
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #546
Prioritized Generative Replay
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #163
One Step Diffusion via Shortcut Models
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #552
Towards Optimal Multi-draft Speculative Decoding
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #185
HERO: Human-Feedback Efficient Reinforcement Learning for Online Diffusion Model Finetuning
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #348
Aligning Visual Contrastive learning models via Preference Optimization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #284
Data Selection via Optimal Control for Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #380
Loss Landscape of Shallow ReLU-like Neural Networks: Stationary Points, Saddle Escape, and Network Embedding
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #119
Spatial-Mamba: Effective Visual State Space Models via Structure-Aware State Fusion
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #445
How Much is Unseen Depends Chiefly on Information About the Seen
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #169
FreCaS: Efficient Higher-Resolution Image Generation via Frequency-aware Cascaded Sampling
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #222
DON’T STOP ME NOW: EMBEDDING BASED SCHEDULING FOR LLMS
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #636
Making Text Embedders Few-Shot Learners
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #34
NextBestPath: Efficient 3D Mapping of Unseen Environments
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #153
RouteLLM: Learning to Route LLMs from Preference Data
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #497
A Statistical Approach for Controlled Training Data Detection
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #482
Exact Community Recovery under Side Information: Optimality of Spectral Algorithms
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #166
A3D: Does Diffusion Dream about 3D Alignment?
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #43
Zero-shot Imputation with Foundation Inference Models for Dynamical Systems
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #378
Nesterov acceleration in benignly non-convex landscapes
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #41
Physiome-ODE: A Benchmark for Irregularly Sampled Multivariate Time-Series Forecasting Based on Biological ODEs
[
Slides]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #251
Frame-Voyager: Learning to Query Frames for Video Large Language Models
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #577
Refine Knowledge of Large Language Models via Adaptive Contrastive Learning
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #334
Release the Powers of Prompt Tuning: Cross-Modality Prompt Transfer
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #337
DICE: Data Influence Cascade in Decentralized Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #67
Meta-Dynamical State Space Models for Integrative Neural Data Analysis
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #459
Learning Diagrams: A Graphical Language for Compositional Training Regimes
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #123
Distilling Dataset into Neural Field
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #387
Provable Convergence Bounds for Hybrid Dynamical Sampling and Optimization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #582
Towards Domain Adaptive Neural Contextual Bandits
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #532
Glimpse: Enabling White-Box Methods to Use Proprietary Models for Zero-Shot LLM-Generated Text Detection
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #316
Beware of Calibration Data for Pruning Large Language Models
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #191
The Effectiveness of Curvature-Based Rewiring and the Role of Hyperparameters in GNNs Revisited
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #612
Building Interactable Replicas of Complex Articulated Objects via Gaussian Splatting
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #150
Improving Long-Text Alignment for Text-to-Image Diffusion Models
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #434
Multi-Dimensional Conformal Prediction
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #204
GOLD: Graph Out-of-Distribution Detection via Implicit Adversarial Latent Generation
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #82
SC-OmniGS: Self-Calibrating Omnidirectional Gaussian Splatting
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #236
Beyond Single Concept Vector: Modeling Concept Subspace in LLMs with Gaussian Distribution
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #383
On Stochastic Contextual Bandits with Knapsacks in Small Budget Regime
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #518
Enhancing Pre-trained Representation Classifiability can Boost its Interpretability
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #10
Hotspot-Driven Peptide Design via Multi-Fragment Autoregressive Extension
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #504
How to Verify Any (Reasonable) Distribution Property: Computationally Sound Argument Systems for Distributions
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #100
DriveTransformer: Unified Transformer for Scalable End-to-End Autonomous Driving
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #64
Animate Your Thoughts: Reconstruction of Dynamic Natural Vision from Human Brain Activity
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #164
Steering Masked Discrete Diffusion Models via Discrete Denoising Posterior Prediction
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #81
Manifold Induced Biases for Zero-shot and Few-shot Detection of Generated Images
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #303
LongMemEval: Benchmarking Chat Assistants on Long-Term Interactive Memory
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #347
Adversarially Robust Anomaly Detection through Spurious Negative Pair Mitigation
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #339
SEBRA : Debiasing through Self-Guided Bias Ranking
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #579
DAMO: Decoding by Accumulating Activations Momentum for Mitigating Hallucinations in Vision-Language Models
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #490
Query-based Knowledge Transfer for Heterogeneous Learning Environments
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #290
As Simple as Fine-tuning: LLM Alignment via Bidirectional Negative Feedback Loss
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #206
CycleResearcher: Improving Automated Research via Automated Review
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #19
NutriBench: A Dataset for Evaluating Large Language Models in Nutrition Estimation from Meal Descriptions
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #513
Ward: Provable RAG Dataset Inference via LLM Watermarks
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #550
Language Models are Advanced Anonymizers
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #519
Mitigating Memorization in Language Models
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #480
Simple yet Effective Incomplete Multi-view Clustering: Similarity-level Imputation and Intra-view Hybrid-group Prototype Construction
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #231
Understanding and Mitigating Hallucination in Large Vision-Language Models via Modular Attribution and Intervention
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #479
DLEFT-MKC: Dynamic Late Fusion Multiple Kernel Clustering with Robust Tensor Learning via Min-Max Optimization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #594
ZooProbe: A Data Engine for Evaluating, Exploring, and Evolving Large-scale Training Data for Multimodal LLMs
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #302
AgentOccam: A Simple Yet Strong Baseline for LLM-Based Web Agents
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #632
SVG: 3D Stereoscopic Video Generation via Denoising Frame Matrix
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #137
Beyond Squared Error: Exploring Loss Design for Enhanced Training of Generative Flow Networks
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #263
Reframing Structure-Based Drug Design Model Evaluation via Metrics Correlated to Practical Needs
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #55
Internet of Agents: Weaving a Web of Heterogeneous Agents for Collaborative Intelligence
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #569
Differentiable Integer Linear Programming
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #7
Redefining the task of Bioactivity Prediction
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #40
Stem-OB: Generalizable Visual Imitation Learning with Stem-Like Convergent Observation through Diffusion Inversion
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #282
DuoAttention: Efficient Long-Context LLM Inference with Retrieval and Streaming Heads
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #268
ClawMachine: Learning to Fetch Visual Tokens for Referential Comprehension
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #294
OBI-Bench: Can LMMs Aid in Study of Ancient Script on Oracle Bones?
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #454
Quantum (Inspired) $D^2$-sampling with Applications
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #488
CL-DiffPhyCon: Closed-loop Diffusion Control of Complex Physical Systems
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #557
Do Egocentric Video-Language Models Truly Understand Hand-Object Interactions?
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #200
Systematic Relational Reasoning With Epistemic Graph Neural Networks
[
Slides]
[
Poster]
[
OpenReview]
Poster Session
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B None
Poster Session 1
Oral
Wed Apr 23 07:30 PM -- 07:42 PM (PDT) @ Hall 1 Apex None
Scaling LLM Test-Time Compute Optimally Can be More Effective than Scaling Parameters for Reasoning
[
OpenReview]
Oral
Wed Apr 23 07:30 PM -- 07:42 PM (PDT) @ Peridot 204-205 None
Amortized Control of Continuous State Space Feynman-Kac Model for Irregular Time Series
[
OpenReview]
Oral
Wed Apr 23 07:30 PM -- 07:42 PM (PDT) @ Garnet 213-215 None
A Probabilistic Perspective on Unlearning and Alignment for Large Language Models
[
OpenReview]
Oral
Wed Apr 23 07:30 PM -- 07:42 PM (PDT) @ Peridot 202-203 None
Wide Neural Networks Trained with Weight Decay Provably Exhibit Neural Collapse
[
OpenReview]
Oral
Wed Apr 23 07:30 PM -- 07:42 PM (PDT) @ Garnet 216-218 None
Variational Diffusion Posterior Sampling with Midpoint Guidance
[
OpenReview]
Oral
Wed Apr 23 07:30 PM -- 07:42 PM (PDT) @ Garnet 212-213 None
Towards Understanding Why FixMatch Generalizes Better Than Supervised Learning
[
Slides]
[
OpenReview]
Oral Session
Wed Apr 23 07:30 PM -- 09:00 PM (PDT) @ Hall 1 Apex None
Oral Session 1A
Oral Session
Wed Apr 23 07:30 PM -- 09:00 PM (PDT) @ Garnet 213-215 None
Oral Session 1B
Oral Session
Wed Apr 23 07:30 PM -- 09:00 PM (PDT) @ Garnet 216-218 None
Oral Session 1C
Oral Session
Wed Apr 23 07:30 PM -- 09:00 PM (PDT) @ Garnet 212&219 None
Oral Session 1D
Oral Session
Wed Apr 23 07:30 PM -- 09:00 PM (PDT) @ Peridot 202-203 None
Oral Session 1E
Oral Session
Wed Apr 23 07:30 PM -- 09:00 PM (PDT) @ Peridot 204-205 None
Oral Session 1F
Oral
Wed Apr 23 07:42 PM -- 07:54 PM (PDT) @ Peridot 204-205 None
Oscillatory State-Space Models
[
OpenReview]
Oral
Wed Apr 23 07:42 PM -- 07:54 PM (PDT) @ Garnet 216-218 None
Progressive Compression with Universally Quantized Diffusion Models
[
OpenReview]
Oral
Wed Apr 23 07:42 PM -- 07:54 PM (PDT) @ Garnet 212-213 None
Safety Alignment Should be Made More Than Just a Few Tokens Deep
[
OpenReview]
Oral
Wed Apr 23 07:42 PM -- 07:54 PM (PDT) @ Hall 1 Apex None
MIND over Body: Adaptive Thinking using Dynamic Computation
[
OpenReview]
Oral
Wed Apr 23 07:42 PM -- 07:54 PM (PDT) @ Garnet 213-215 None
Turning Up the Heat: Min-p Sampling for Creative and Coherent LLM Outputs
[
OpenReview]
Oral
Wed Apr 23 07:42 PM -- 07:54 PM (PDT) @ Peridot 202-203 None
Exploring The Loss Landscape Of Regularized Neural Networks Via Convex Duality
[
Slides]
[
OpenReview]
Oral
Wed Apr 23 07:54 PM -- 08:06 PM (PDT) @ Peridot 202-203 None
Global Convergence in Neural ODEs: Impact of Activation Functions
[
Slides]
[
OpenReview]
Oral
Wed Apr 23 07:54 PM -- 08:06 PM (PDT) @ Garnet 212-213 None
Backtracking Improves Generation Safety
[
OpenReview]
Oral
Wed Apr 23 07:54 PM -- 08:06 PM (PDT) @ Garnet 213-215 None
BIRD: A Trustworthy Bayesian Inference Framework for Large Language Models
[
OpenReview]
Oral
Wed Apr 23 07:54 PM -- 08:06 PM (PDT) @ Garnet 216-218 None
Influence Functions for Scalable Data Attribution in Diffusion Models
[
OpenReview]
Oral
Wed Apr 23 07:54 PM -- 08:06 PM (PDT) @ Peridot 204-205 None
Unlocking State-Tracking in Linear RNNs Through Negative Eigenvalues
[
Slides]
[
OpenReview]
Oral
Wed Apr 23 07:54 PM -- 08:06 PM (PDT) @ Hall 1 Apex None
Inference Scaling for Long-Context Retrieval Augmented Generation
[
Slides]
[
OpenReview]
Oral
Wed Apr 23 08:06 PM -- 08:18 PM (PDT) @ Hall 1 Apex None
miniCTX: Neural Theorem Proving with (Long-)Contexts
[
Slides]
[
OpenReview]
Oral
Wed Apr 23 08:06 PM -- 08:18 PM (PDT) @ Peridot 202-203 None
KAN: Kolmogorov–Arnold Networks
[
OpenReview]
Oral
Wed Apr 23 08:06 PM -- 08:18 PM (PDT) @ Peridot 204-205 None
Learning stochastic dynamics from snapshots through regularized unbalanced optimal transport
[
Slides]
[
OpenReview]
Oral
Wed Apr 23 08:06 PM -- 08:18 PM (PDT) @ Garnet 216-218 None
Improving Probabilistic Diffusion Models With Optimal Diagonal Covariance Matching
[
Slides]
[
OpenReview]
Oral
Wed Apr 23 08:06 PM -- 08:18 PM (PDT) @ Garnet 212-213 None
On the Role of Attention Heads in Large Language Model Safety
[
Slides]
[
OpenReview]
Oral
Wed Apr 23 08:06 PM -- 08:18 PM (PDT) @ Garnet 213-215 None
Unlocking the Power of Function Vectors for Characterizing and Mitigating Catastrophic Forgetting in Continual Instruction Tuning
[
OpenReview]
Oral
Wed Apr 23 08:18 PM -- 08:30 PM (PDT) @ Hall 1 Apex None
FlexPrefill: A Context-Aware Sparse Attention Mechanism for Efficient Long-Sequence Inference
[
Slides]
[
OpenReview]
Oral
Wed Apr 23 08:18 PM -- 08:30 PM (PDT) @ Peridot 204-205 None
Artificial Kuramoto Oscillatory Neurons
[
OpenReview]
Oral
Wed Apr 23 08:18 PM -- 08:30 PM (PDT) @ Garnet 212-213 None
Booster: Tackling Harmful Fine-tuning for Large Language Models via Attenuating Harmful Perturbation
[
Slides]
[
OpenReview]
Oral
Wed Apr 23 08:18 PM -- 08:30 PM (PDT) @ Garnet 213-215 None
Training on the Test Task Confounds Evaluation and Emergence
[
OpenReview]
Oral
Wed Apr 23 08:18 PM -- 08:30 PM (PDT) @ Peridot 202-203 None
Feedback Favors the Generalization of Neural ODEs
[
OpenReview]
Oral
Wed Apr 23 08:18 PM -- 08:30 PM (PDT) @ Garnet 216-218 None
Feedback Schrödinger Bridge Matching
[
OpenReview]
Oral
Wed Apr 23 08:30 PM -- 08:42 PM (PDT) @ Hall 1 Apex None
Scaling Laws for Precision
[
OpenReview]
Oral
Wed Apr 23 08:30 PM -- 08:42 PM (PDT) @ Garnet 212-213 None
TANGO: Co-Speech Gesture Video Reenactment with Hierarchical Audio Motion Embedding and Diffusion Interpolation
[
OpenReview]
Oral
Wed Apr 23 08:30 PM -- 08:42 PM (PDT) @ Peridot 204-205 None
Navigating the Digital World as Humans Do: Universal Visual Grounding for GUI Agents
[
Slides]
[
OpenReview]
Oral
Wed Apr 23 08:30 PM -- 08:42 PM (PDT) @ Garnet 216-218 None
Learning to Discretize Denoising Diffusion ODEs
[
Slides]
[
OpenReview]
Oral
Wed Apr 23 08:30 PM -- 08:42 PM (PDT) @ Garnet 213-215 None
WizardMath: Empowering Mathematical Reasoning for Large Language Models via Reinforced Evol-Instruct
[
OpenReview]
Oral
Wed Apr 23 08:30 PM -- 08:42 PM (PDT) @ Peridot 202-203 None
On the Benefits of Memory for Modeling Time-Dependent PDEs
[
OpenReview]
Break
Wed Apr 23 09:30 PM -- 11:00 PM (PDT) None
Lunch Break (on your own)
Mentorship
Wed Apr 23 09:30 PM -- 10:15 PM (PDT) @ Topaz Concourse None
Mentorship Hour
Expo Talk Panel
Wed Apr 23 10:00 PM -- 11:00 PM (PDT) @ Garnet 216-218 None
Ant-InclusionAI: A Fully Open-Sourced Project for LLMs from RL Reasoning to Agents
Expo Talk Panel
Wed Apr 23 10:00 PM -- 11:00 PM (PDT) @ Garnet 212&219 None
Beyond Chain-of-Thought: Towards Autonomous Knowledge Management in Alibaba Cloud Tongyi Agentic Systems
Expo Talk Panel
Wed Apr 23 10:00 PM -- 11:00 PM (PDT) @ Garnet 213-215 None
Agent research in the real world
Mentorship
Wed Apr 23 10:15 PM -- 11:00 PM (PDT) @ Topaz Concourse None
Mentorship Hour
Invited Talk
Wed Apr 23 11:00 PM -- 12:00 AM (PDT) @ Hall 1 Apex None
Framework, Prototype, Definition and Benchmark
Invited Talk
Wed Apr 23 11:00 PM -- 12:00 AM (PDT) @ Garnet 212-219 & Peridot 202-205 None
Overflow: Framework, Prototype, Definition and Benchmark
Break
Thu Apr 24 12:00 AM -- 12:30 AM (PDT) @ Hall 2 None
Break
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #612
WizardMath: Empowering Mathematical Reasoning for Large Language Models via Reinforced Evol-Instruct
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #309
MiniPLM: Knowledge Distillation for Pre-training Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #406
From an LLM Swarm to a PDDL-empowered Hive: Planning Self-executed Instructions in a Multi-modal Jungle
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #12
MAESTRO: Masked Encoding Set Transformer with Self-Distillation
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #260
Progress or Regress? Self-Improvement Reversal in Post-training
[
OpenReview]
Blog Track Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #206
In Search of the Engram in LLMs: A Neuroscience Perspective on the Memory Functions in AI Models
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #248
miniCTX: Neural Theorem Proving with (Long-)Contexts
[
Slides]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #439
Rethinking Shapley Value for Negative Interactions in Non-convex Games
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #316
Scaling Laws for Precision
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #437
Efficient and Context-Aware Label Propagation for Zero-/Few-Shot Training-Free Adaptation of Vision-Language Model
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #624
Understanding Optimization in Deep Learning with Central Flows
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #547
When do GFlowNets learn the right distribution?
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #635
Consistency Models Made Easy
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #520
AgentHarm: A Benchmark for Measuring Harmfulness of LLM Agents
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #422
BioDiscoveryAgent: An AI Agent for Designing Genetic Perturbation Experiments
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #421
Learned Reference-based Diffusion Sampler for multi-modal distributions
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #456
Behavioral Entropy-Guided Dataset Generation for Offline Reinforcement Learning
[
Slides]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #584
Efficient stagewise pretraining via progressive subnetworks
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #611
Understanding Warmup-Stable-Decay Learning Rates: A River Valley Loss Landscape View
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #451
Stochastic Bandits Robust to Adversarial Attacks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #109
TEOChat: A Large Vision-Language Assistant for Temporal Earth Observation Data
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #428
Towards Understanding Why Label Smoothing Degrades Selective Classification and How to Fix It
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #286
TC-MoE: Augmenting Mixture of Experts with Ternary Expert Choice
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #226
Conformal Language Model Reasoning with Coherent Factuality
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #619
SpinQuant: LLM Quantization with Learned Rotations
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #285
ChatQA 2: Bridging the Gap to Proprietary LLMs in Long Context and RAG Capabilities
[
Slides]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #474
Pursuing Feature Separation based on Neural Collapse for Out-of-Distribution Detection
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #271
McEval: Massively Multilingual Code Evaluation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #59
Biologically Constrained Barrel Cortex Model Integrates Whisker Inputs and Replicates Key Brain Network Dynamics
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #238
AgentRefine: Enhancing Agent Generalization through Refinement Tuning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #184
Enhanced Diffusion Sampling via Extrapolation with Multiple ODE Solutions
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #498
Towards Understanding the Universality of Transformers for Next-Token Prediction
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #450
Online Clustering with Nearly Optimal Consistency
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #603
Adversarial Training Can Provably Improve Robustness: Theoretical Analysis of Feature Learning Process Under Structured Data
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #32
Think Then React: Towards Unconstrained Action-to-Reaction Motion Generation
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #177
An Undetectable Watermark for Generative Image Models
[
Slides]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #494
Encryption-Friendly LLM Architecture
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #123
Noise Stability Optimization for Finding Flat Minima: A Hessian-based Regularization Approach
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #347
Learning Video-Conditioned Policy on Unlabelled Data with Joint Embedding Predictive Transformer
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #241
SMT: Fine-Tuning Large Language Models with Sparse Matrices
[
Slides]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #609
Catastrophic Failure of LLM Unlearning via Quantization
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #172
Improving Probabilistic Diffusion Models With Optimal Diagonal Covariance Matching
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #227
LLaMaFlex: Many-in-one LLMs via Generalized Pruning and Weight Sharing
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #492
Optimality of Matrix Mechanism on $\ell_p^p$-metric
[
Slides]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #70
Few-Class Arena: A Benchmark for Efficient Selection of Vision Models and Dataset Difficulty Measurement
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #234
OATS: Outlier-Aware Pruning Through Sparse and Low Rank Decomposition
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #527
FairDen: Fair Density-Based Clustering
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #77
RGB-Event ISP: The Dataset and Benchmark
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #162
TopoDiffusionNet: A Topology-aware Diffusion Model
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #394
SmartRAG: Jointly Learn RAG-Related Tasks From the Environment Feedback
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #424
Rare event modeling with self-regularized normalizing flows: what can we learn from a single failure?
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #6
Accelerating 3D Molecule Generation via Jointly Geometric Optimal Transport
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #324
Multiplicative Logit Adjustment Approximates Neural-Collapse-Aware Decision Boundary Adjustment
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #108
NeRAF: 3D Scene Infused Neural Radiance and Acoustic Fields
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #94
DartControl: A Diffusion-Based Autoregressive Motion Model for Real-Time Text-Driven Motion Control
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #503
Provably Robust Explainable Graph Neural Networks against Graph Perturbation Attacks
[
Slides]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #372
LancBiO: Dynamic Lanczos-aided Bilevel Optimization via Krylov Subspace
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #220
CoTFormer: A Chain of Thought Driven Architecture with Budget-Adaptive Computation Cost at Inference
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #16
Synthesizing Realistic fMRI: A Physiological Dynamics-Driven Hierarchical Diffusion Model for Efficient fMRI Acquisition
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #283
MR-GSM8K: A Meta-Reasoning Benchmark for Large Language Model Evaluation
[
Slides]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #278
ARB-LLM: Alternating Refined Binarizations for Large Language Models
[
Slides]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #259
Unlocking Efficient, Scalable, and Continual Knowledge Editing with Basis-Level Representation Fine-Tuning
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #298
Semantic Loss Guided Data Efficient Supervised Fine Tuning for Safe Responses in LLMs
[
Slides]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #1
Stiefel Flow Matching for Moment-Constrained Structure Elucidation
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #267
MMAU: A Massive Multi-Task Audio Understanding and Reasoning Benchmark
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #618
TokenFormer: Rethinking Transformer Scaling with Tokenized Model Parameters
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #400
Efficient Imitation under Misspecification
[
Slides]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #419
Amortized Control of Continuous State Space Feynman-Kac Model for Irregular Time Series
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #268
L3Ms — Lagrange Large Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #270
Trajectory-LLM: A Language-based Data Generator for Trajectory Prediction in Autonomous Driving
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #564
What Matters in Learning from Large-Scale Datasets for Robot Manipulation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #487
Towards Robust and Parameter-Efficient Knowledge Unlearning for LLMs
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #370
Complexity Lower Bounds of Adaptive Gradient Algorithms for Non-convex Stochastic Optimization under Relaxed Smoothness
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #74
PuzzleFusion++: Auto-agglomerative 3D Fracture Assembly by Denoise and Verify
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #193
Discrete Distribution Networks
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #582
Latent Action Pretraining from Videos
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #403
DOPL: Direct Online Preference Learning for Restless Bandits with Preference Feedback
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #135
RTop-K: Ultra-Fast Row-Wise Top-K Selection for Neural Network Acceleration on GPUs
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #62
Emergent Orientation Maps —— Mechanisms, Coding Efficiency and Robustness
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #198
Towards Explaining the Power of Constant-depth Graph Neural Networks for Structured Linear Programming
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #304
No Need to Talk: Asynchronous Mixture of Language Models
[
Slides]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #258
Magnetic Preference Optimization: Achieving Last-iterate Convergence for Language Model Alignment
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #90
ComPC: Completing a 3D Point Cloud with 2D Diffusion Priors
[
Slides]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #445
ONLINE EPSILON NET & PIERCING SET FOR GEOMETRIC CONCEPTS
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #167
A Large-scale Training Paradigm for Graph Generative Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #488
An Efficient Framework for Crediting Data Contributors of Diffusion Models
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #509
Enhancing Uncertainty Estimation and Interpretability with Bayesian Non-negative Decision Layer
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #553
Imputation for prediction: beware of diminishing returns.
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #447
On the Price of Differential Privacy for Hierarchical Clustering
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #190
Test-time Alignment of Diffusion Models without Reward Over-optimization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #25
Learning the Complexity of Weakly Noisy Quantum States
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #216
You Only Prune Once: Designing Calibration-Free Model Compression With Policy Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #615
PQMass: Probabilistic Assessment of the Quality of Generative Models using Probability Mass Estimation
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #458
Robustness Auditing for Linear Regression: To Singularity and Beyond
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #463
Dist Loss: Enhancing Regression in Few-Shot Region through Distribution Distance Constraint
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #49
Multi-Task Corrupted Prediction for Learning Robust Audio-Visual Speech Representation
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #402
MA$^2$E: Addressing Partial Observability in Multi-Agent Reinforcement Learning with Masked Auto-Encoder
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #263
KOR-Bench: Benchmarking Language Models on Knowledge-Orthogonal Reasoning Tasks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #96
InterMask: 3D Human Interaction Generation via Collaborative Masked Modeling
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #262
Is In-Context Learning Sufficient for Instruction Following in LLMs?
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #590
Online Preference Alignment for Language Models via Count-based Exploration
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #418
Fast training and sampling of Restricted Boltzmann Machines
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #148
Bias Mitigation in Graph Diffusion Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #378
Revisiting Zeroth-Order Optimization: Minimum-Variance Two-Point Estimators and Directionally Aligned Perturbations
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #562
EVA: Geometric Inverse Design for Fast Protein Motif-Scaffolding with Coupled Flow
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #93
GenDataAgent: On-the-fly Dataset Augmentation with Synthetic Data
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #86
Training-free Camera Control for Video Generation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #542
O(d/T) Convergence Theory for Diffusion Probabilistic Models under Minimal Assumptions
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #448
Non-Stationary Dueling Bandits Under a Weighted Borda Criterion
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #561
Boosting Perturbed Gradient Ascent for Last-Iterate Convergence in Games
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #28
ManiSkill-HAB: A Benchmark for Low-Level Manipulation in Home Rearrangement Tasks
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #253
AdaRankGrad: Adaptive Gradient Rank and Moments for Memory-Efficient LLMs Training and Fine-Tuning
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #56
Sparse components distinguish visual pathways & their alignment to neural networks
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #146
Generating Graphs via Spectral Diffusion
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #41
Learning the Optimal Stopping for Early Classification within Finite Horizons via Sequential Probability Ratio Test
[
Slides]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #420
Provable Benefit of Annealed Langevin Monte Carlo for Non-log-concave Sampling
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #125
Implicit Search via Discrete Diffusion: A Study on Chess
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #299
Ensembles of Low-Rank Expert Adapters
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #156
SWE-Search: Enhancing Software Agents with Monte Carlo Tree Search and Iterative Refinement
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #341
Shifting the Paradigm: A Diffeomorphism Between Time Series Data Manifolds for Achieving Shift-Invariancy in Deep Learning
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #430
Benchmarking Predictive Coding Networks -- Made Simple
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #35
TraceVLA: Visual Trace Prompting Enhances Spatial-Temporal Awareness for Generalist Robotic Policies
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #593
Large Language Models Assume People are More Rational than We Really are
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #493
TDDBench: A Benchmark for Training data detection
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #513
Controllable Context Sensitivity and the Knob Behind It
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #586
Group-robust Sample Reweighting for Subpopulation Shifts via Influence Functions
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #388
Learning on One Mode: Addressing Multi-modality in Offline Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #76
Order-aware Interactive Segmentation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #377
ZIP: An Efficient Zeroth-order Prompt Tuning for Black-box Vision-Language Models
[
Slides]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #387
ACTIVE: Offline Reinforcement Learning via Adaptive Imitation and In-sample $V$-Ensemble
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #82
Optimizing 4D Gaussians for Dynamic Scene Video from Single Landscape Images
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #617
On the Benefits of Memory for Modeling Time-Dependent PDEs
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #191
Advancing Graph Generation through Beta Diffusion
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #246
Active Task Disambiguation with LLMs
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #24
Learning a Neural Solver for Parametric PDEs to Enhance Physics-Informed Methods
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #432
The Hyperfitting Phenomenon: Sharpening and Stabilizing LLMs for Open-Ended Text Generation
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #522
Durable Quantization Conditioned Misalignment Attack on Large Language Models
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #318
EIA: ENVIRONMENTAL INJECTION ATTACK ON GENERALIST WEB AGENTS FOR PRIVACY LEAKAGE
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #478
Feedback Favors the Generalization of Neural ODEs
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #357
In-context Time Series Predictor
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #322
Probabilistic Language-Image Pre-Training
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #535
Rethinking Artistic Copyright Infringements In the Era Of Text-to-Image Generative Models
[
Slides]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #60
NetFormer: An interpretable model for recovering dynamical connectivity in neuronal population dynamics
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #607
Feedback Schrödinger Bridge Matching
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #362
Deep Learning Alternatives Of The Kolmogorov Superposition Theorem
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #237
Turning Up the Heat: Min-p Sampling for Creative and Coherent LLM Outputs
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #349
Make Haste Slowly: A Theory of Emergent Structured Mixed Selectivity in Feature Learning ReLU Networks
[
Slides]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #319
To Code or Not To Code? Exploring Impact of Code in Pre-training
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #616
MeToken: Uniform Micro-environment Token Boosts Post-Translational Modification Prediction
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #186
TabDiff: a Mixed-type Diffusion Model for Tabular Data Generation
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #429
Action abstractions for amortized sampling
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #89
SegLLM: Multi-round Reasoning Segmentation with Large Language Models
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #468
SyllableLM: Learning Coarse Semantic Units for Speech Language Models
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #9
Interpretable Causal Representation Learning for Biological Data in the Pathway Space
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #67
TANGO: Co-Speech Gesture Video Reenactment with Hierarchical Audio Motion Embedding and Diffusion Interpolation
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #548
Rewarding Progress: Scaling Automated Process Verifiers for LLM Reasoning
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #392
Prevalence of Negative Transfer in Continual Reinforcement Learning: Analyses and a Simple Baseline
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #171
Controllable Satellite-to-Street-View Synthesis with Precise Pose Alignment and Zero-Shot Environmental Control
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #571
Transformers Learn Low Sensitivity Functions: Investigations and Implications
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #601
Correcting the Mythos of KL-Regularization: Direct Alignment without Overoptimization via Chi-Squared Preference Optimization
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #627
U-Nets as Belief Propagation: Efficient Classification, Denoising, and Diffusion in Generative Hierarchical Models
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #365
Learning to Solve Differential Equation Constrained Optimization Problems
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #620
Bidirectional Decoding: Improving Action Chunking via Guided Test-Time Sampling
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #114
Memory Efficient Transformer Adapter for Dense Predictions
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #130
ELFS: Label-Free Coreset Selection with Proxy Training Dynamics
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #215
GraphEval: A Lightweight Graph-Based LLM Framework for Idea Evaluation
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #68
$F^3Set$: Towards Analyzing Fast, Frequent, and Fine-grained Events from Videos
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #438
Single-agent Poisoning Attacks Suffice to Ruin Multi-Agent Learning
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #397
Adaptive $Q$-Network: On-the-fly Target Selection for Deep Reinforcement Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #539
PETRA: Parallel End-to-end Training with Reversible Architectures
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #66
ConcreTizer: Model Inversion Attack via Occupancy Classification and Dispersion Control for 3D Point Cloud Restoration
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #568
Decoupled Graph Energy-based Model for Node Out-of-Distribution Detection on Heterophilic Graphs
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #368
Non-Equilibrium Dynamics of Hybrid Continuous-Discrete Ground-State Sampling
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #203
Navigating the Digital World as Humans Do: Universal Visual Grounding for GUI Agents
[
Slides]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #585
Needle In A Video Haystack: A Scalable Synthetic Evaluator for Video MLLMs
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #344
Zero-cost Proxy for Adversarial Robustness Evaluation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #11
MuirBench: A Comprehensive Benchmark for Robust Multi-image Understanding
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #88
Rethinking Classifier Re-Training in Long-Tailed Recognition: Label Over-Smooth Can Balance
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #441
When does compositional structure yield compositional generalization? A kernel theory.
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #244
Super(ficial)-alignment: Strong Models May Deceive Weak Models in Weak-to-Strong Generalization
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #596
UniWav: Towards Unified Pre-training for Speech Representation Learning and Generation
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #502
On Evaluating the Durability of Safeguards for Open-Weight LLMs
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #312
KiVA: Kid-inspired Visual Analogies for Testing Large Multimodal Models
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #544
Semantics-Adaptive Activation Intervention for LLMs via Dynamic Steering Vectors
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #346
Risk-Sensitive Diffusion: Robustly Optimizing Diffusion Models with Noisy Samples
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #405
Empowering LLM Agents with Zero-Shot Optimal Decision-Making through Q-learning
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #120
A Non-Contrastive Learning Framework for Sequential Recommendation with Preference-Preserving Profile Generation
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #291
ADePT: Adaptive Decomposed Prompt Tuning for Parameter-Efficient Fine-tuning
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #610
Task Descriptors Help Transformers Learn Linear Models In-Context
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #213
A Probabilistic Perspective on Unlearning and Alignment for Large Language Models
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #277
Scaling Optimal LR Across Token Horizons
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #3
Bayesian Optimization of Antibodies Informed by a Generative Model of Evolving Sequences
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #485
Towards Robust Multimodal Open-set Test-time Adaptation via Adaptive Entropy-aware Optimization
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #302
Long-Context LLMs Meet RAG: Overcoming Challenges for Long Inputs in RAG
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #634
A Solvable Attention for Neural Scaling Laws
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #43
MuPT: A Generative Symbolic Music Pretrained Transformer
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #532
A Causal Lens for Learning Long-term Fair Policies
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #51
RFWave: Multi-band Rectified Flow for Audio Waveform Reconstruction
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #310
SeedLM: Compressing LLM Weights into Seeds of Pseudo-Random Generators
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #376
SFESS: Score Function Estimators for $k$-Subset Sampling
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #97
Swift4D: Adaptive divide-and-conquer Gaussian Splatting for compact and efficient reconstruction of dynamic scene
[
Slides]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #197
GotenNet: Rethinking Efficient 3D Equivariant Graph Neural Networks
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #126
Reveal Object in Lensless Photography via Region Gaze and Amplification
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #604
Leveraging Submodule Linearity Enhances Task Arithmetic Performance in LLMs
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #481
A Second-Order Perspective on Model Compositionality and Incremental Learning
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #149
MIND over Body: Adaptive Thinking using Dynamic Computation
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #353
Generalization, Expressivity, and Universality of Graph Neural Networks on Attributed Graphs
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #275
Variational Best-of-N Alignment
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #545
Ada-K Routing: Boosting the Efficiency of MoE-based LLMs
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #465
Multiview Equivariance Improves 3D Correspondence Understanding with Minimal Feature Finetuning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #48
SoftMatcha: A Soft and Fast Pattern Matcher for Billion-Scale Corpus Searches
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #369
Linear Mode Connectivity in Differentiable Tree Ensembles
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #265
VLM2Vec: Training Vision-Language Models for Massive Multimodal Embedding Tasks
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #508
Booster: Tackling Harmful Fine-tuning for Large Language Models via Attenuating Harmful Perturbation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #577
Language Models Trained to do Arithmetic Predict Human Risky and Intertemporal Choice
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #461
Deriving Causal Order from Single-Variable Interventions: Guarantees & Algorithm
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #239
Inference Scaling for Long-Context Retrieval Augmented Generation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #336
Beyond correlation: The impact of human uncertainty in measuring the effectiveness of automatic evaluation and LLM-as-a-judge
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #457
Temporal Difference Learning: Why It Can Be Fast and How It Will Be Faster
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #147
PRISM: Privacy-Preserving Improved Stochastic Masking for Federated Generative Models
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #482
Efficient Model Editing with Task-Localized Sparse Fine-tuning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #552
$R^2$-Guard: Robust Reasoning Enabled LLM Guardrail via Knowledge-Enhanced Logical Reasoning
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #613
CBGBench: Fill in the Blank of Protein-Molecule Complex Binding Graph
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #305
Diverse Preference Learning for Capabilities and Alignment
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #91
Phidias: A Generative Model for Creating 3D Content from Text, Image, and 3D Conditions with Reference-Augmented Diffusion
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #352
How DNNs break the Curse of Dimensionality: Compositionality and Symmetry Learning
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #112
SV4D: Dynamic 3D Content Generation with Multi-Frame and Multi-View Consistency
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #279
Global Convergence of Policy Gradient in Average Reward MDPs
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #287
CBQ: Cross-Block Quantization for Large Language Models
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #273
Fictitious Synthetic Data Can Improve LLM Factuality via Prerequisite Learning
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #321
Identification of Intermittent Temporal Latent Process
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #155
DynamicCity: Large-Scale 4D Occupancy Generation from Dynamic Scenes
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #557
Synergy Between Sufficient Changes and Sparse Mixing Procedure for Disentangled Representation Learning
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #158
AvatarGO: Zero-shot 4D Human-Object Interaction Generation and Animation
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #256
Oryx MLLM: On-Demand Spatial-Temporal Understanding at Arbitrary Resolution
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #516
Beyond Surface Structure: A Causal Assessment of LLMs' Comprehension ability
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #249
Agent Skill Acquisition for Large Language Models via CycleQD
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #207
Weak-to-Strong Preference Optimization: Stealing Reward from Weak Aligned Model
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #505
Predictive Uncertainty Quantification for Bird's Eye View Segmentation: A Benchmark and Novel Loss Function
[
Poster]
[
OpenReview]
Blog Track Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #205
Factual Context Validation and Simplification: A Scalable Method to Enhance GPT Trustworthiness and Efficiency
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #496
Open Problems and Fundamental Limitations of Reinforcement Learning from Human Feedback
[
Poster]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #102
Robust-PIFu: Robust Pixel-aligned Implicit Function for 3D Human Digitalization from a Single Image
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #623
SWE-bench Multimodal: Do AI Systems Generalize to Visual Software Domains?
[
Slides]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #211
Instruct-SkillMix: A Powerful Pipeline for LLM Instruction Tuning
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #348
Wide Neural Networks Trained with Weight Decay Provably Exhibit Neural Collapse
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #22
Real-time design of architectural structures with differentiable mechanics and neural networks
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #580
Accurate and Scalable Graph Neural Networks via Message Invariance
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #251
Palu: KV-Cache Compression with Low-Rank Projection
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #497
REFINE: Inversion-Free Backdoor Defense via Model Reprogramming
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #574
You Only Sample Once: Taming One-Step Text-to-Image Synthesis by Self-Cooperative Diffusion GANs
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #518
Explanations of GNN on Evolving Graphs via Axiomatic Layer edges
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #636
APE: Faster and Longer Context-Augmented Generation via Adaptive Parallel Encoding
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #506
Convergent Privacy Loss of Noisy-SGD without Convexity and Smoothness
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #175
Score Forgetting Distillation: A Swift, Data-Free Method for Machine Unlearning in Diffusion Models
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #243
Rethinking Evaluation of Sparse Autoencoders through the Representation of Polysemous Words
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #491
Measuring Non-Adversarial Reproduction of Training Data in Large Language Models
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #289
Unlearning or Obfuscating? Jogging the Memory of Unlearned LLMs via Benign Relearning
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #331
BRIGHT: A Realistic and Challenging Benchmark for Reasoning-Intensive Retrieval
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #182
Counterfactual Generative Modeling with Variational Causal Inference
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #161
Improved Sampling Algorithms for Lévy-Itô Diffusion Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #168
Flash Inference: Near Linear Time Inference for Long Convolution Sequence Models and Beyond
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #621
GETS: Ensemble Temperature Scaling for Calibration in Graph Neural Networks
[
Poster]
[
OpenReview]
Blog Track Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #471
An Illustrated Guide to Automatic Sparse Differentiation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #159
InstantSwap: Fast Customized Concept Swapping across Sharp Shape Differences
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #116
AdaIR: Adaptive All-in-One Image Restoration via Frequency Mining and Modulation
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #597
Preserving Deep Representations in One-Shot Pruning: A Hessian-Free Second-Order Optimization Framework
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #134
VD3D: Taming Large Video Diffusion Transformers for 3D Camera Control
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #381
EDiT: A Local-SGD-Based Efficient Distributed Training Method for Large Language Models
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #219
Learning How Hard to Think: Input-Adaptive Allocation of LM Computation
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #426
Stochastic variance-reduced Gaussian variational inference on the Bures-Wasserstein manifold
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #31
BaB-ND: Long-Horizon Motion Planning with Branch-and-Bound and Neural Dynamics
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #40
Specialized Foundation Models Struggle to Beat Supervised Baselines
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #329
ESE: Espresso Sentence Embeddings
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #578
Regularization by Texts for Latent Diffusion Inverse Solvers
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #53
Improving Large Language Model Planning with Action Sequence Similarity
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #581
Protein Language Model Fitness is a Matter of Preference
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #282
Intelligent Go-Explore: Standing on the Shoulders of Giant Foundation Models
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #252
Cut the Crap: An Economical Communication Pipeline for LLM-based Multi-Agent Systems
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #14
Learning system dynamics without forgetting
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #462
KAN: Kolmogorov–Arnold Networks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #408
Asynchronous Federated Reinforcement Learning with Policy Gradient Updates: Algorithm Design and Convergence Analysis
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #407
HASARD: A Benchmark for Vision-Based Safe Reinforcement Learning in Embodied Agents
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #311
MMKE-Bench: A Multimodal Editing Benchmark for Diverse Visual Knowledge
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #314
Needle Threading: Can LLMs Follow Threads Through Near-Million-Scale Haystacks?
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #358
Towards Learning High-Precision Least Squares Algorithms with Sequence Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #26
Dream to Manipulate: Compositional World Models Empowering Robot Imitation Learning with Imagination
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #538
ThunderKittens: Simple, Fast, and $\textit{Adorable}$ Kernels
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #303
Large (Vision) Language Models are Unsupervised In-Context Learners
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #455
Convergence of Score-Based Discrete Diffusion Models: A Discrete-Time Analysis
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #250
Adapters for Altering LLM Vocabularies: What Languages Benefit the Most?
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #212
Scaling LLM Test-Time Compute Optimally Can be More Effective than Scaling Parameters for Reasoning
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #15
Interpretable Vision-Language Survival Analysis with Ordinal Inductive Bias for Computational Pathology
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #44
DiTTo-TTS: Diffusion Transformers for Scalable Text-to-Speech without Domain-Specific Factors
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #163
Add-it: Training-Free Object Insertion in Images With Pretrained Diffusion Models
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #281
Self-Updatable Large Language Models by Integrating Context into Model Parameters
[
Slides]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #415
Dimension Agnostic Neural Processes
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #533
Revisiting Energy Based Models as Policies: Ranking Noise Contrastive Estimation and Interpolating Energy Models
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #565
Following the Human Thread in Social Navigation
[
Slides]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #480
Unsupervised Meta-Learning via In-Context Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #454
Progressive Compression with Universally Quantized Diffusion Models
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #27
Intent3D: 3D Object Detection in RGB-D Scans Based on Human Intention
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #483
Swiss Army Knife: Synergizing Biases in Knowledge from Vision Foundation Models for Multi-Task Learning
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #501
Provable Uncertainty Decomposition via Higher-Order Calibration
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #375
Efficient and Robust Neural Combinatorial Optimization via Wasserstein-Based Coresets
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #411
Execution-guided within-prompt search for programming-by-example
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #589
SOO-Bench: Benchmarks for Evaluating the Stability of Offline Black-Box Optimization
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #464
Symbolic regression via MDLformer-guided search: from minimizing prediction error to minimizing description length
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #73
MTSAM: Multi-Task Fine-Tuning for Segment Anything Model
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #201
Learning to Explore and Exploit with GNNs for Unsupervised Combinatorial Optimization
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #83
DynAlign: Unsupervised Dynamic Taxonomy Alignment for Cross-Domain Segmentation
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #209
Learning to Contextualize Web Pages for Enhanced Decision Making by LLM Agents
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #383
Joint Gradient Balancing for Data Ordering in Finite-Sum Multi-Objective Optimization
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #342
The Journey Matters: Average Parameter Count over Pre-training Unifies Sparse and Dense Scaling Laws
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #141
Manifold Constraint Reduces Exposure Bias in Accelerated Diffusion Sampling
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #221
Do WGANs succeed because they minimize the Wasserstein Distance? Lessons from Discrete Generators
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #343
Provable Robust Overfitting Mitigation in Wasserstein Distributionally Robust Optimization
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #489
Comparing Targeting Strategies for Maximizing Social Welfare with Limited Resources
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #164
MotionClone: Training-Free Motion Cloning for Controllable Video Generation
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #20
Continuity-Preserving Convolutional Autoencoders for Learning Continuous Latent Dynamical Models from Images
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #626
pMoE: Prompting Diverse Experts Together Wins More in Visual Adaptation
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #18
ParFam -- (Neural Guided) Symbolic Regression via Continuous Global Optimization
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #587
Gradient descent with generalized Newton’s method
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #188
PeriodWave: Multi-Period Flow Matching for High-Fidelity Waveform Generation
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #84
MMAD: A Comprehensive Benchmark for Multimodal Large Language Models in Industrial Anomaly Detection
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #301
From Isolated Conversations to Hierarchical Schemas: Dynamic Tree Memory Representation for LLMs
[
Slides]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #569
FlexPrefill: A Context-Aware Sparse Attention Mechanism for Efficient Long-Sequence Inference
[
Slides]
[
OpenReview]
Blog Track Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #594
Reassessing EMNLP 2024’s Best Paper: Does Divergence-Based Calibration for MIAs Hold Up?
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #132
Class Distribution-induced Attention Map for Open-vocabulary Semantic Segmentations
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #530
Rethinking Fair Representation Learning for Performance-Sensitive Tasks
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #460
From Probability to Counterfactuals: the Increasing Complexity of Satisfiability in Pearl's Causal Hierarchy
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #350
Exploring The Loss Landscape Of Regularized Neural Networks Via Convex Duality
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #608
Diffusion Attribution Score: Evaluating Training Data Influence in Diffusion Models
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #555
Speculative Knowledge Distillation: Bridging the Teacher-Student Gap Through Interleaved Sampling
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #133
Fundamental Limitations on Subquadratic Alternatives to Transformers
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #499
Start Smart: Leveraging Gradients For Enhancing Mask-based XAI Methods
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #111
Implicit Neural Surface Deformation with Explicit Velocity Fields
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #245
Intelligence at the Edge of Chaos
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #230
Can LLMs Solve Longer Math Word Problems Better?
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #236
Evaluating Large Language Models through Role-Guide and Self-Reflection: A Comparative Study
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #507
Adversarial Machine Unlearning
[
Slides]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #17
BoneMet: An Open Large-Scale Multi-Modal Murine Dataset for Breast Cancer Bone Metastasis Diagnosis and Prognosis
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #80
Adaptive Camera Sensor for Vision Models
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #195
Normed Spaces for Graph Embedding
[
Poster]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #495
Dataset Ownership Verification in Contrastive Pre-trained Models
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #174
Build-A-Scene: Interactive 3D Layout Control for Diffusion-Based Image Generation
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #138
Flow matching achieves almost minimax optimal convergence
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #401
Learning to Steer Markovian Agents under Model Uncertainty
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #414
KLay: Accelerating Arithmetic Circuits for Neurosymbolic AI
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #145
GameGen-X: Interactive Open-world Game Video Generation
[
Slides]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #396
SimBa: Simplicity Bias for Scaling Up Parameters in Deep Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #46
Not All Heads Matter: A Head-Level KV Cache Compression Method with Integrated Retrieval and Reasoning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #124
MotherNet: Fast Training and Inference via Hyper-Network Transformers
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #416
Optimistic Games for Combinatorial Bayesian Optimization with Application to Protein Design
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #326
NUDGE: Lightweight Non-Parametric Fine-Tuning of Embeddings for Retrieval
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #104
GI-GS: Global Illumination Decomposition on Gaussian Splatting for Inverse Rendering
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #272
Unlocking State-Tracking in Linear RNNs Through Negative Eigenvalues
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #449
uniINF: Best-of-Both-Worlds Algorithm for Parameter-Free Heavy-Tailed MABs
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #435
Quantitative Approximation for Neural Operators in Nonlinear Parabolic Equations
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #64
Modeling dynamic social vision highlights gaps between deep learning and humans
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #459
Causal Order: The Key to Leveraging Imperfect Experts in Causal Inference
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #297
INCLUDE: Evaluating Multilingual Language Understanding with Regional Knowledge
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #444
Distribution-Specific Agnostic Conditional Classification With Halfspaces
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #192
Learning to Discretize Denoising Diffusion ODEs
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #45
Divide and Translate: Compositional First-Order Logic Translation and Verification for Complex Logical Reasoning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #214
RegMix: Data Mixture as Regression for Language Model Pre-training
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #333
Verifying Properties of Binary Neural Networks Using Sparse Polynomial Optimization
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #276
Scaling up Masked Diffusion Models on Text
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #127
IDInit: A Universal and Stable Initialization Method for Neural Network Training
[
Slides]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #100
Action Sequence Augmentation for Action Anticipation
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #122
AnalogGenie: A Generative Engine for Automatic Discovery of Analog Circuit Topologies
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #431
Unified Convergence Analysis for Score-Based Diffusion Models with Deterministic Samplers
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #151
Presto! Distilling Steps and Layers for Accelerating Music Generation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #473
Test-time Adaptation for Cross-modal Retrieval with Query Shift
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #512
Restyling Unsupervised Concept Based Interpretable Networks with Generative Models
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #390
BlendRL: A Framework for Merging Symbolic and Neural Policy Learning
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #189
SG-I2V: Self-Guided Trajectory Control in Image-to-Video Generation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #575
MUSE: Machine Unlearning Six-Way Evaluation for Language Models
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #514
GMValuator: Similarity-based Data Valuation for Generative Models
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #486
LeanVec: Searching vectors faster by making them fit
[
Slides]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #139
Trajectory attention for fine-grained video motion control
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #380
From Promise to Practice: Realizing High-performance Decentralized Training
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #255
Maintaining Structural Integrity in Parameter Spaces for Parameter Efficient Fine-tuning
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #157
Text-to-Image Rectified Flow as Plug-and-Play Priors
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #254
Style Outweighs Substance: Failure Modes of LLM Judges in Alignment Benchmarking
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #595
ImProver: Agent-Based Automated Proof Optimization
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #549
Global Convergence in Neural ODEs: Impact of Activation Functions
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #131
kNN Attention Demystified: A Theoretical Exploration for Scalable Transformers
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #222
Guaranteed Generation from Large Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #379
Learning to Help in Multi-Class Settings
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #143
Variational Diffusion Posterior Sampling with Midpoint Guidance
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #106
AVHBench: A Cross-Modal Hallucination Benchmark for Audio-Visual Large Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #29
Direct Post-Training Preference Alignment for Multi-Agent Motion Generation Model Using Implicit Feedback from Pre-training Demonstrations
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #371
AdaFisher: Adaptive Second Order Optimization via Fisher Information
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #58
TopoNets: High performing vision and language models with brain-like topography
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #290
OptiBench Meets ReSocratic: Measure and Improve LLMs for Optimization Modeling
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #470
Group Downsampling with Equivariant Anti-aliasing
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #412
A Distributional Approach to Uncertainty-Aware Preference Alignment Using Offline Demonstrations
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #233
Estimating the Probabilities of Rare Outputs in Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #410
Reward Learning from Multiple Feedback Types
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #425
Probabilistic Neural Pruning via Sparsity Evolutionary Fokker-Planck-Kolmogorov Equation
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #295
Training on the Test Task Confounds Evaluation and Emergence
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #551
How Do Large Language Models Understand Graph Patterns? A Benchmark for Graph Pattern Comprehension
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #142
Training Free Guided Flow-Matching with Optimal Control
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #47
Agents' Room: Narrative Generation through Multi-step Collaboration
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #367
qNBO: quasi-Newton Meets Bilevel Optimization
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #339
Certified Robustness Under Bounded Levenshtein Distance
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #515
Influence Functions for Scalable Data Attribution in Diffusion Models
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #266
HShare: Fast LLM Decoding by Hierarchical Key-Value Sharing
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #218
GeoX: Geometric Problem Solving Through Unified Formalized Vision-Language Pre-training
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #391
Drama: Mamba-Enabled Model-Based Reinforcement Learning Is Sample and Parameter Efficient
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #264
Learning Harmonized Representations for Speculative Sampling
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #389
PEAR: Primitive Enabled Adaptive Relabeling for Boosting Hierarchical Reinforcement Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #443
The Computational Complexity of Positive Non-Clashing Teaching in Graphs
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #637
Accelerating Diffusion Transformers with Token-wise Feature Caching
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #95
Pedestrian Motion Reconstruction: A Large-scale Benchmark via Mixed Reality Rendering with Multiple Perspectives and Modalities
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #576
CLIPure: Purification in Latent Space via CLIP for Adversarially Robust Zero-Shot Classification
[
OpenReview]
Blog Track Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #417
Models trained with unnormalized density functions: A need for a course correction
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #313
Benchmarking Agentic Workflow Generation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #537
SAVA: Scalable Learning-Agnostic Data Valuation
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #536
Unsupervised Zero-Shot Reinforcement Learning via Dual-Value Forward-Backward Representation
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #500
On the Adversarial Vulnerability of Label-Free Test-Time Adaptation
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #225
Mixture of Parrots: Experts improve memorization more than reasoning
[
Slides]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #345
Towards Understanding Why FixMatch Generalizes Better Than Supervised Learning
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #579
LLaVA-Mini: Efficient Image and Video Large Multimodal Models with One Vision Token
[
Slides]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #99
GSE: Group-wise Sparse and Explainable Adversarial Attacks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #434
The impact of allocation strategies in subset learning on the expressive power of neural networks
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #306
VCR: A Task for Pixel-Level Complex Reasoning in Vision Language Models via Restoring Occluded Text
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #217
Painting with Words: Elevating Detailed Image Captioning with Benchmark and Alignment Learning
[
Slides]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #315
Inspection and Control of Self-Generated-Text Recognition Ability in Llama3-8b-Instruct
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #178
Circuit Transformer: A Transformer That Preserves Logical Equivalence
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #325
CtD: Composition through Decomposition in Emergent Communication
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #288
The Rise and Down of Babel Tower: Investigating the Evolution Process of Multilingual Code Large Language Model
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #10
Contextualizing biological perturbation experiments through language
[
Slides]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #23
PhyMPGN: Physics-encoded Message Passing Graph Network for spatiotemporal PDE systems
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #386
Model Risk-sensitive Offline Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #107
TempMe: Video Temporal Token Merging for Efficient Text-Video Retrieval
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #328
Can We Talk Models Into Seeing the World Differently?
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #477
An Online Learning Theory of Trading-Volume Maximization
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #21
Predicting the Energy Landscape of Stochastic Dynamical System via Physics-informed Self-supervised Learning
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #232
ELICIT: LLM Augmentation Via External In-context Capability
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #117
UniRestore3D: A Scalable Framework For General Shape Restoration
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #170
TD-Paint: Faster Diffusion Inpainting Through Time-Aware Pixel Conditioning
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #504
Latent Space Chain-of-Embedding Enables Output-free LLM Self-Evaluation
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #466
Supervised and Semi-Supervised Diffusion Maps with Label-Driven Diffusion
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #475
Tree-Wasserstein Distance for High Dimensional Data with a Latent Feature Hierarchy
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #92
GoodDrag: Towards Good Practices for Drag Editing with Diffusion Models
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #446
Analyzing Neural Scaling Laws in Two-Layer Networks with Power-Law Data Spectra
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #196
Fully-inductive Node Classification on Arbitrary Graphs
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #523
MMFakeBench: A Mixed-Source Multimodal Misinformation Detection Benchmark for LVLMs
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #337
Adversaries With Incentives: A Strategic Alternative to Adversarial Robustness
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #194
MaRS: A Fast Sampler for Mean Reverting Diffusion based on ODE and SDE Solvers
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #240
EmbedLLM: Learning Compact Representations of Large Language Models
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #204
AgentSquare: Automatic LLM Agent Search in Modular Design Space
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #71
Revisit the Open Nature of Open Vocabulary Semantic Segmentation
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #154
GALA: Geometry-Aware Local Adaptive Grids for Detailed 3D Generation
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #101
Enhancing End-to-End Autonomous Driving with Latent World Model
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #118
SimulPL: Aligning Human Preferences in Simultaneous Machine Translation
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #181
Rectified Diffusion: Straightness Is Not Your Need in Rectified Flow
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #165
A Geometric Framework for Understanding Memorization in Generative Models
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #280
TLDR: Token-Level Detective Reward Model for Large Vision Language Models
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #223
SqueezeAttention: 2D Management of KV-Cache in LLM Inference via Layer-wise Optimal Budget
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #484
Black Sheep in the Herd: Playing with Spuriously Correlated Attributes for Vision-Language Recognition
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #563
Can Watermarks be Used to Detect LLM IP Infringement For Free?
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #169
Controlling Space and Time with Diffusion Models
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #269
Exploring the Design Space of Visual Context Representation in Video MLLMs
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #340
Provably Safeguarding a Classifier from OOD and Adversarial Samples
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #592
Mask-DPO: Generalizable Fine-grained Factuality Alignment of LLMs
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #33
Navigation-Guided Sparse Scene Representation for End-to-End Autonomous Driving
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #320
On the Fourier analysis in the SO(3) space : the EquiLoPO Network
[
Slides]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #150
Meissonic: Revitalizing Masked Generative Transformers for Efficient High-Resolution Text-to-Image Synthesis
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #152
Guided Score identity Distillation for Data-Free One-Step Text-to-Image Generation
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #300
HMoRA: Making LLMs More Effective with Hierarchical Mixture of LoRA Experts
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #384
Scrutinize What We Ignore: Reining In Task Representation Shift Of Context-Based Offline Meta Reinforcement Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #599
BIRD: A Trustworthy Bayesian Inference Framework for Large Language Models
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #363
Youku Dense Caption: A Large-scale Chinese Video Dense Caption Dataset and Benchmarks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #521
Can a Large Language Model be a Gaslighter?
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #356
Making Transformer Decoders Better Differentiable Indexers
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #361
P-SPIKESSM: HARNESSING PROBABILISTIC SPIKING STATE SPACE MODELS FOR LONG-RANGE DEPENDENCY TASKS
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #202
K-HALU: Multiple Answer Korean Hallucination Benchmark for Large Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #61
ZAPBench: A Benchmark for Whole-Brain Activity Prediction in Zebrafish
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #409
VVC-Gym: A Fixed-Wing UAV Reinforcement Learning Environment for Multi-Goal Long-Horizon Problems
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #472
On the Feature Learning in Diffusion Models
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #638
Omni-MATH: A Universal Olympiad Level Mathematic Benchmark for Large Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #199
MANTRA: The Manifold Triangulations Assemblage
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #442
Geometry of Long-Tailed Representation Learning: Rebalancing Features for Skewed Distributions
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #136
GenXD: Generating Any 3D and 4D Scenes
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #50
Continuous Autoregressive Modeling with Stochastic Monotonic Alignment for Speech Synthesis
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #2
Learning Molecular Representation in a Cell
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #13
Learning stochastic dynamics from snapshots through regularized unbalanced optimal transport
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #79
Learning Spatial-Semantic Features for Robust Video Object Segmentation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #614
Web Agents with World Models: Learning and Leveraging Environment Dynamics in Web Navigation
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #247
From Models to Microtheories: Distilling a Model's Topical Knowledge for Grounded Question-Answering
[
Slides]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #469
Artificial Kuramoto Oscillatory Neurons
[
Poster]
[
OpenReview]
Blog Track Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #534
Restating the Proof of Linear Convergence for Linear GNNs
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #413
Process Reward Model with Q-value Rankings
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #81
OmniEdit: Building Image Editing Generalist Models Through Specialist Supervision
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #631
UniCon: Unidirectional Information Flow for Effective Control of Large-Scale Diffusion Models
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #34
COMBO: Compositional World Models for Embodied Multi-Agent Cooperation
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #625
C-CLIP: Multimodal Continual Learning for Vision-Language Model
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #105
DenseGrounding: Improving Dense Language-Vision Semantics for Ego-centric 3D Visual Grounding
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #543
Captured by Captions: On Memorization and its Mitigation in CLIP Models
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #180
TIGeR: Unifying Text-to-Image Generation and Retrieval with Large Multimodal Models
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #404
Efficient Action-Constrained Reinforcement Learning via Acceptance-Rejection Method and Augmented MDPs
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #210
UniCoTT: A Unified Framework for Structural Chain-of-Thought Distillation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #229
MatryoshkaKV: Adaptive KV Compression via Trainable Orthogonal Projection
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #208
Aligning Language Models with Demonstrated Feedback
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #529
FakeShield: Explainable Image Forgery Detection and Localization via Multi-modal Large Language Models
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #558
SecureGS: Boosting the Security and Fidelity of 3D Gaussian Splatting Steganography
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #307
Your Weak LLM is Secretly a Strong Teacher for Alignment
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #566
Zigzag Diffusion Sampling: Diffusion Models Can Self-Improve via Self-Reflection
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #63
Discriminating image representations with principal distortions
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #567
MetaDesigner: Advancing Artistic Typography through AI-Driven, User-Centric, and Multilingual WordArt Synthesis
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #327
Advancing Prompt-Based Methods for Replay-Independent General Continual Learning
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #75
Modality-Specialized Synergizers for Interleaved Vision-Language Generalists
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #39
Learning under Temporal Label Noise
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #103
LIFe-GoM: Generalizable Human Rendering with Learned Iterative Feedback Over Multi-Resolution Gaussians-on-Mesh
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #36
MetaUrban: An Embodied AI Simulation Platform for Urban Micromobility
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #173
FIG: Flow with Interpolant Guidance for Linear Inverse Problems
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #308
Perturbation-Restrained Sequential Model Editing
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #19
GridMix: Exploring Spatial Modulation for Neural Fields in PDE Modeling
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #187
ElasticTok: Adaptive Tokenization for Image and Video
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #395
VICtoR: Learning Hierarchical Vision-Instruction Correlation Rewards for Long-horizon Manipulation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #228
Mix-LN: Unleashing the Power of Deeper Layers by Combining Pre-LN and Post-LN
[
Slides]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #183
Global Well-posedness and Convergence Analysis of Score-based Generative Models via Sharp Lipschitz Estimates
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #467
VisualPredicator: Learning Abstract World Models with Neuro-Symbolic Predicates for Robot Planning
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #398
Reward Dimension Reduction for Scalable Multi-Objective Reinforcement Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #511
Explain Yourself, Briefly! Self-Explaining Neural Networks with Concise Sufficient Reasons
[
Slides]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #385
Value-aligned Behavior Cloning for Offline Reinforcement Learning via Bi-level Optimization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #630
PEARL: Towards Permutation-Resilient LLMs
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #153
HGM³: Hierarchical Generative Masked Motion Modeling with Hard Token Mining
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #541
WorkflowLLM: Enhancing Workflow Orchestration Capability of Large Language Models
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #338
Robust Representation Consistency Model via Contrastive Denoising
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #632
Tracing Representation Progression: Analyzing and Enhancing Layer-Wise Similarity
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #399
Understanding Constraint Inference in Safety-Critical Inverse Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #359
Preference Diffusion for Recommendation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #200
Biologically Plausible Brain Graph Transformer
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #550
Real2Code: Reconstruct Articulated Objects via Code Generation
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #355
Towards a General Time Series Anomaly Detector with Adaptive Bottlenecks and Dual Adversarial Decoders
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #137
BiGR: Harnessing Binary Latent Codes for Image Generation and Improved Visual Representation Capabilities
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #7
SymmCD: Symmetry-Preserving Crystal Generation with Diffusion Models
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #510
Efficient Automated Circuit Discovery in Transformers using Contextual Decomposition
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #54
Context-aware Dynamic Pruning for Speech Foundation Models
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #600
GReaTer: Gradients Over Reasoning Makes Smaller Language Models Strong Prompt Optimizers
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #479
Selective Label Enhancement Learning for Test-Time Adaptation
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #629
ProAdvPrompter: A Two-Stage Journey to Effective Adversarial Prompting for LLMs
[
Slides]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #606
The OMG dataset: An Open MetaGenomic corpus for mixed-modality genomic language modeling
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #119
AutoBencher: Towards Declarative Benchmark Construction
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #242
StructRAG: Boosting Knowledge Intensive Reasoning of LLMs via Inference-time Hybrid Information Structurization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #583
On the Hölder Stability of Multiset and Graph Neural Networks
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #160
PivotMesh: Generic 3D Mesh Generation via Pivot Vertices Guidance
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #30
EMOS: Embodiment-aware Heterogeneous Multi-robot Operating System with LLM Agents
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #140
Free Hunch: Denoiser Covariance Estimation for Diffusion Models Without Extra Costs
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #231
Innovative Thinking, Infinite Humor: Humor Research of Large Language Models through Structured Thought Leaps
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #113
AuroraCap: Efficient, Performant Video Detailed Captioning and a New Benchmark
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #57
Energy-Based Diffusion Language Models for Text Generation
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #55
Quantized Spike-driven Transformer
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #335
Backtracking Improves Generation Safety
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #115
DisEnvisioner: Disentangled and Enriched Visual Prompt for Customized Image Generation
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #330
Language Models Need Inductive Biases to Count Inductively
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #292
Unlocking the Power of Function Vectors for Characterizing and Mitigating Catastrophic Forgetting in Continual Instruction Tuning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #37
GravMAD: Grounded Spatial Value Maps Guided Action Diffusion for Generalized 3D Manipulation
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #144
How Discrete and Continuous Diffusion Meet: Comprehensive Analysis of Discrete Diffusion Models via a Stochastic Integral Framework
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #317
Better autoregressive regression with LLMs via regression-aware fine-tuning
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #179
PT-T2I/V: An Efficient Proxy-Tokenized Diffusion Transformer for Text-to-Image/Video-Task
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #528
Model Editing as a Robust and Denoised variant of DPO: A Case Study on Toxicity
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #373
Group Distributionally Robust Dataset Distillation with Risk Minimization
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #628
RazorAttention: Efficient KV Cache Compression Through Retrieval Heads
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #78
Unposed Sparse Views Room Layout Reconstruction in the Age of Pretrain Model
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #261
Can We Trust Embodied Agents? Exploring Backdoor Attacks against Embodied LLM-Based Decision-Making Systems
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #573
Bridging the Gap between Database Search and \emph{De Novo} Peptide Sequencing with SearchNovo
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #374
Improved Approximation Algorithms for $k$-Submodular Maximization via Multilinear Extension
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #8
Group Ligands Docking to Protein Pockets
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #5
CryoFM: A Flow-based Foundation Model for Cryo-EM Densities
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #440
Data Mixing Laws: Optimizing Data Mixtures by Predicting Language Modeling Performance
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #540
Towards Universality: Studying Mechanistic Similarity Across Language Model Architectures
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #423
MedTrinity-25M: A Large-scale Multimodal Dataset with Multigranular Annotations for Medicine
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #294
On the Role of Attention Heads in Large Language Model Safety
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #605
WeatherGFM: Learning a Weather Generalist Foundation Model via In-context Learning
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #546
Hyper-Connections
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #85
Inverse Rendering using Multi-Bounce Path Tracing and Reservoir Sampling
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #72
An Intelligent Agentic System for Complex Image Restoration Problems
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #65
Less is More: Masking Elements in Image Condition Features Avoids Content Leakages in Style Transfer Diffusion Models
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #128
Asymmetric Factorized Bilinear Operation for Vision Transformer
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #185
Efficient Masked AutoEncoder for Video Object Counting and A Large-Scale Benchmark
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #452
DUET: Decentralized Bilevel Optimization without Lower-Level Strong Convexity
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #382
A Tight Convergence Analysis of Inexact Stochastic Proximal Point Algorithm for Stochastic Composite Optimization Problems
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #323
INFER: A Neural-symbolic Model For Extrapolation Reasoning on Temporal Knowledge Graph
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #556
InstaRevive: One-Step Image Enhancement via Dynamic Score Matching
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #572
GROOT-2: Weakly Supervised Multimodal Instruction Following Agents
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #588
Proving Olympiad Inequalities by Synergizing LLMs and Symbolic Reasoning
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #235
Jailbreaking as a Reward Misspecification Problem
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #560
On Designing General and Expressive Quantum Graph Neural Networks with Applications to MILP Instance Representation
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #554
OmniSep: Unified Omni-Modality Sound Separation with Query-Mixup
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #176
MixEval-X: Any-to-any Evaluations from Real-world Data Mixture
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #639
Physics of Language Models: Part 2.2, How to Learn From Mistakes on Grade-School Math Problems
[
Slides]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #525
Humanizing the Machine: Proxy Attacks to Mislead LLM Detectors
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #257
B-STaR: Monitoring and Balancing Exploration and Exploitation in Self-Taught Reasoners
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #52
OmnixR: Evaluating Omni-modality Language Models on Reasoning across Modalities
[
Slides]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #591
Gyrogroup Batch Normalization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #559
Rodimus*: Breaking the Accuracy-Efficiency Trade-Off with Efficient Attentions
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #110
Neuralized Markov Random Field for Interaction-Aware Stochastic Human Trajectory Prediction
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #598
Layerwise Recurrent Router for Mixture-of-Experts
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #519
Explaining Modern Gated-Linear RNNs via a Unified Implicit Attention Formulation
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #87
LoRA3D: Low-Rank Self-Calibration of 3D Geometric Foundation models
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #622
Aligning Generative Denoising with Discriminative Objectives Unleashes Diffusion for Visual Perception
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #38
ThinkBot: Embodied Instruction Following with Thought Chain Reasoning
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #526
Strong Preferences Affect the Robustness of Preference Models and Value Alignment
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #531
Bayesian WeakS-to-Strong from Text Classification to Generation
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #524
Towards counterfactual fairness through auxiliary variables
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #4
A Periodic Bayesian Flow for Material Generation
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #274
Don't Take Things Out of Context: Attention Intervention for Enhancing Chain-of-Thought Reasoning in Large Language Models
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #633
VoxDialogue: Can Spoken Dialogue Systems Understand Information Beyond Words?
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #490
CollabEdit: Towards Non-destructive Collaborative Knowledge Editing
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #42
Zero-shot forecasting of chaotic systems
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #98
Foundation Models Secretly Understand Neural Network Weights: Enhancing Hypernetwork Architectures with Foundation Models
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #129
Smoothing the Shift: Towards Stable Test-Time Adaptation under Complex Multimodal Noises
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #293
Basis Sharing: Cross-Layer Parameter Sharing for Large Language Model Compression
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #284
Are Large Vision Language Models Good Game Players?
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #296
Neural Phylogeny: Fine-Tuning Relationship Detection among Neural Networks
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #332
Democratic Training Against Universal Adversarial Perturbations
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #334
Severing Spurious Correlations with Data Pruning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #351
Bayesian Treatment of the Spectrum of the Empirical Kernel in (Sub)Linear-Width Neural Networks
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #354
Oscillatory State-Space Models
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #360
Two Sparse Matrices are Better than One: Sparsifying Neural Networks with Double Sparse Factorization
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #364
Designing Concise ConvNets with Columnar Stages
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #366
Sharpness-Aware Minimization: General Analysis and Improved Rates
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #393
Policy Optimization under Imperfect Human Interactions with Agent-Gated Shared Autonomy
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #433
On the Optimal Memorization Capacity of Transformers
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #453
Do Stochastic, Feel Noiseless: Stable Stochastic Optimization via a Double Momentum Mechanism
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #476
Content-Style Learning from Unaligned Domains: Identifiability under Unknown Latent Dimensions
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #570
Deep MMD Gradient Flow without adversarial training
[
OpenReview]
Poster
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #602
Understanding Factual Recall in Transformers via Associative Memories
[
OpenReview]
Poster Session
Thu Apr 24 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B None
Poster Session 2
Oral
Thu Apr 24 12:30 AM -- 12:42 AM (PDT) @ Hall 1 Apex None
Flat Reward in Policy Parameter Space Implies Robust Reinforcement Learning
[
Slides]
[
OpenReview]
Oral
Thu Apr 24 12:30 AM -- 12:42 AM (PDT) @ Garnet 216-218 None
ProtComposer: Compositional Protein Structure Generation with 3D Ellipsoids
[
OpenReview]
Oral
Thu Apr 24 12:30 AM -- 12:42 AM (PDT) @ Garnet 213-215 None
MLE-bench: Evaluating Machine Learning Agents on Machine Learning Engineering
[
OpenReview]
Oral
Thu Apr 24 12:30 AM -- 12:42 AM (PDT) @ Peridot 204-205 None
NeuralPlane: Structured 3D Reconstruction in Planar Primitives with Neural Fields
[
Slides]
[
OpenReview]
Oral
Thu Apr 24 12:30 AM -- 12:42 AM (PDT) @ Peridot 202-203 None
A Theoretically-Principled Sparse, Connected, and Rigid Graph Representation of Molecules
[
OpenReview]
Oral
Thu Apr 24 12:30 AM -- 12:42 AM (PDT) @ Garnet 212-213 None
Prioritized Generative Replay
[
OpenReview]
Oral Session
Thu Apr 24 12:30 AM -- 02:00 AM (PDT) @ Hall 1 Apex None
Oral Session 2A
Oral Session
Thu Apr 24 12:30 AM -- 02:00 AM (PDT) @ Garnet 213-215 None
Oral Session 2B
Oral Session
Thu Apr 24 12:30 AM -- 02:00 AM (PDT) @ Garnet 216-218 None
Oral Session 2C
Oral Session
Thu Apr 24 12:30 AM -- 02:00 AM (PDT) @ Garnet 212&219 None
Oral Session 2D
Oral Session
Thu Apr 24 12:30 AM -- 02:00 AM (PDT) @ Peridot 202-203 None
Oral Session 2E
Oral Session
Thu Apr 24 12:30 AM -- 02:00 AM (PDT) @ Peridot 204-205 None
Oral Session 2F
Oral
Thu Apr 24 12:42 AM -- 12:54 AM (PDT) @ Hall 1 Apex None
DeepLTL: Learning to Efficiently Satisfy Complex LTL Specifications for Multi-Task RL
[
Slides]
[
OpenReview]
Oral
Thu Apr 24 12:42 AM -- 12:54 AM (PDT) @ Garnet 212-213 None
Representation Alignment for Generation: Training Diffusion Transformers Is Easier Than You Think
[
Slides]
[
OpenReview]
Oral
Thu Apr 24 12:42 AM -- 12:54 AM (PDT) @ Peridot 204-205 None
TetSphere Splatting: Representing High-Quality Geometry with Lagrangian Volumetric Meshes
[
OpenReview]
Oral
Thu Apr 24 12:42 AM -- 12:54 AM (PDT) @ Garnet 216-218 None
ShEPhERD: Diffusing shape, electrostatics, and pharmacophores for bioisosteric drug design
[
OpenReview]
Oral
Thu Apr 24 12:42 AM -- 12:54 AM (PDT) @ Garnet 213-215 None
MMQA: Evaluating LLMs with Multi-Table Multi-Hop Complex Questions
[
OpenReview]
Oral
Thu Apr 24 12:42 AM -- 12:54 AM (PDT) @ Peridot 202-203 None
GeSubNet: Gene Interaction Inference for Disease Subtype Network Generation
[
Slides]
[
OpenReview]
Oral
Thu Apr 24 12:54 AM -- 01:06 AM (PDT) @ Garnet 216-218 None
ECD: A Machine Learning Benchmark for Predicting Enhanced-Precision Electronic Charge Density in Crystalline Inorganic Materials
[
OpenReview]
Oral
Thu Apr 24 12:54 AM -- 01:06 AM (PDT) @ Garnet 213-215 None
MMIE: Massive Multimodal Interleaved Comprehension Benchmark for Large Vision-Language Models
[
OpenReview]
Oral
Thu Apr 24 12:54 AM -- 01:06 AM (PDT) @ Peridot 202-203 None
Towards a Complete Logical Framework for GNN Expressiveness
[
OpenReview]
Oral
Thu Apr 24 12:54 AM -- 01:06 AM (PDT) @ Peridot 204-205 None
High-Dynamic Radar Sequence Prediction for Weather Nowcasting Using Spatiotemporal Coherent Gaussian Representation
[
OpenReview]
Oral
Thu Apr 24 12:54 AM -- 01:06 AM (PDT) @ Hall 1 Apex None
Geometry of Neural Reinforcement Learning in Continuous State and Action Spaces
[
Slides]
[
OpenReview]
Oral
Thu Apr 24 12:54 AM -- 01:06 AM (PDT) @ Garnet 212-213 None
Simplifying, Stabilizing and Scaling Continuous-time Consistency Models
[
OpenReview]
Oral
Thu Apr 24 01:06 AM -- 01:18 AM (PDT) @ Peridot 204-205 None
Residual Deep Gaussian Processes on Manifolds
[
OpenReview]
Oral
Thu Apr 24 01:06 AM -- 01:18 AM (PDT) @ Hall 1 Apex None
Interpreting Emergent Planning in Model-Free Reinforcement Learning
[
Slides]
[
OpenReview]
Oral
Thu Apr 24 01:06 AM -- 01:18 AM (PDT) @ Peridot 202-203 None
Homomorphism Expressivity of Spectral Invariant Graph Neural Networks
[
Slides]
[
OpenReview]
Oral
Thu Apr 24 01:06 AM -- 01:18 AM (PDT) @ Garnet 216-218 None
Rethinking the generalization of drug target affinity prediction algorithms via similarity aware evaluation
[
OpenReview]
Oral
Thu Apr 24 01:06 AM -- 01:18 AM (PDT) @ Garnet 213-215 None
Dynamic Multimodal Evaluation with Flexible Complexity by Vision-Language Bootstrapping
[
OpenReview]
Oral
Thu Apr 24 01:06 AM -- 01:18 AM (PDT) @ Garnet 212-213 None
One Step Diffusion via Shortcut Models
[
OpenReview]
Oral
Thu Apr 24 01:18 AM -- 01:30 AM (PDT) @ Garnet 213-215 None
PathGen-1.6M: 1.6 Million Pathology Image-text Pairs Generation through Multi-agent Collaboration
[
OpenReview]
Oral
Thu Apr 24 01:18 AM -- 01:30 AM (PDT) @ Peridot 204-205 None
No Pose, No Problem: Surprisingly Simple 3D Gaussian Splats from Sparse Unposed Images
[
OpenReview]
Oral
Thu Apr 24 01:18 AM -- 01:30 AM (PDT) @ Hall 1 Apex None
Learning to Search from Demonstration Sequences
[
OpenReview]
Oral
Thu Apr 24 01:18 AM -- 01:30 AM (PDT) @ Garnet 212-213 None
Block Diffusion: Interpolating Between Autoregressive and Diffusion Language Models
[
OpenReview]
Oral
Thu Apr 24 01:18 AM -- 01:30 AM (PDT) @ Peridot 202-203 None
Robustness Inspired Graph Backdoor Defense
[
OpenReview]
Oral
Thu Apr 24 01:18 AM -- 01:30 AM (PDT) @ Garnet 216-218 None
PhysBench: Benchmarking and Enhancing Vision-Language Models for Physical World Understanding
[
OpenReview]
Oral
Thu Apr 24 01:30 AM -- 01:42 AM (PDT) @ Hall 1 Apex None
Open-World Reinforcement Learning over Long Short-Term Imagination
[
Slides]
[
OpenReview]
Oral
Thu Apr 24 01:30 AM -- 01:42 AM (PDT) @ Peridot 204-205 None
On Scaling Up 3D Gaussian Splatting Training
[
OpenReview]
Oral
Thu Apr 24 01:30 AM -- 01:42 AM (PDT) @ Peridot 202-203 None
Joint Graph Rewiring and Feature Denoising via Spectral Resonance
[
OpenReview]
Oral
Thu Apr 24 01:30 AM -- 01:42 AM (PDT) @ Garnet 212-213 None
Scaling In-the-Wild Training for Diffusion-based Illumination Harmonization and Editing by Imposing Consistent Light Transport
[
OpenReview]
Oral
Thu Apr 24 01:30 AM -- 01:42 AM (PDT) @ Garnet 213-215 None
Two Effects, One Trigger: On the Modality Gap, Object Bias, and Information Imbalance in Contrastive Vision-Language Models
[
OpenReview]
Remarks
Thu Apr 24 02:30 AM -- 02:50 AM (PDT) @ Hall 1 Apex None
Opening Reception Remarks
Reception
Thu Apr 24 03:00 AM -- 04:30 AM (PDT) @ Hall 4 None
Opening Reception
Invited Talk
Thu Apr 24 06:00 PM -- 07:00 PM (PDT) @ Hall 1 Apex None
Pursuing the Nature of Intelligence
Invited Talk
Thu Apr 24 06:00 PM -- 07:00 PM (PDT) @ Garnet 212-219 & Peridot 202-205 None
Overflow: Pursuing the Nature of Intelligence
Break
Thu Apr 24 07:00 PM -- 07:30 PM (PDT) @ Hall 2 None
Break
Exhibit Hall
Thu Apr 24 07:00 PM -- 02:30 AM (PDT) @ Hall 2 None
Exhibit Hall
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #356
LiveXiv - A Multi-Modal live benchmark based on Arxiv papers content
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #526
Scalable Influence and Fact Tracing for Large Language Model Pretraining
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #66
Video Action Differencing
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #491
Mitigating Parameter Interference in Model Merging via Sharpness-Aware Fine-Tuning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #456
Leave-One-Out Stable Conformal Prediction
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #430
Convergence and Implicit Bias of Gradient Descent on Continual Linear Classification
[
Slides]
[
Poster]
[
OpenReview]
Blog Track Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #493
Towards more rigorous evaluations of language models
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #9
Efficient Biological Data Acquisition through Inference Set Design
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #426
Adam Exploits $\ell_\infty$-geometry of Loss Landscape via Coordinate-wise Adaptivity
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #386
COFlowNet: Conservative Constraints on Flows Enable High-Quality Candidate Generation
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #473
Intrinsic Dimension Correlation: uncovering nonlinear connections in multimodal representations
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #383
Model-Free Offline Reinforcement Learning with Enhanced Robustness
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #110
Point-SAM: Promptable 3D Segmentation Model for Point Clouds
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #606
Diversity Empowers Intelligence: Integrating Expertise of Software Engineering Agents
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #95
Posterior-Mean Rectified Flow: Towards Minimum MSE Photo-Realistic Image Restoration
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #569
LLMOPT: Learning to Define and Solve General Optimization Problems from Scratch
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #438
Learning High-Degree Parities: The Crucial Role of the Initialization
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #284
Semi-Parametric Retrieval via Binary Bag-of-Tokens Index
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #304
LongVILA: Scaling Long-Context Visual Language Models for Long Videos
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #6
Self-Supervised Diffusion Models for Electron-Aware Molecular Representation Learning
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #539
Collapsed Language Models Promote Fairness
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #415
Bayesian Image Regression with Soft-thresholded Conditional Autoregressive Prior
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #96
3DitScene: Editing Any Scene via Language-guided Disentangled Gaussian Splatting
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #202
Varying Shades of Wrong: Aligning LLMs with Wrong Answers Only
[
Slides]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #309
LICO: Large Language Models for In-Context Molecular Optimization
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #249
Transfusion: Predict the Next Token and Diffuse Images with One Multi-Modal Model
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #503
Mixture of Experts Made Personalized: Federated Prompt Learning for Vision-Language Models
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #30
Provable weak-to-strong generalization via benign overfitting
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #80
Continuous Exposure Learning for Low-light Image Enhancement using Neural ODEs
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #333
Mutual Effort for Efficiency: A Similarity-based Token Pruning for Vision Transformers in Self-Supervised Learning
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #570
DiffusionGuard: A Robust Defense Against Malicious Diffusion-based Image Editing
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #240
It Helps to Take a Second Opinion: Teaching Smaller LLMs To Deliberate Mutually via Selective Rationale Optimisation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #502
Scalable Extraction of Training Data from Aligned, Production Language Models
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #347
Learning Interpretable Hierarchical Dynamical Systems Models from Time Series Data
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #57
XAIguiFormer: explainable artificial intelligence guided transformer for brain disorder identification
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #267
TAID: Temporally Adaptive Interpolated Distillation for Efficient Knowledge Transfer in Language Models
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #505
LLM Unlearning via Loss Adjustment with Only Forget Data
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #98
CAT-3DGS: A Context-Adaptive Triplane Approach to Rate-Distortion-Optimized 3DGS Compression
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #555
A Percolation Model of Emergence: Analyzing Transformers Trained on a Formal Language
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #614
Toward Guidance-Free AR Visual Generation via Condition Contrastive Alignment
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #527
SONICS: Synthetic Or Not - Identifying Counterfeit Songs
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #631
On the Benefits of Attribute-Driven Graph Domain Adaptation
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #600
VibeCheck: Discover and Quantify Qualitative Differences in Large Language Models
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #326
LR0.FM: LOW-RESOLUTION ZERO-SHOT CLASSIFICATION BENCHMARK FOR FOUNDATION MODELS
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #97
MonST3R: A Simple Approach for Estimating Geometry in the Presence of Motion
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #563
Elucidating the Preconditioning in Consistency Distillation
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #185
Valid Conformal Prediction for Dynamic GNNs
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #443
Towards Auto-Regressive Next-Token Prediction: In-context Learning Emerges from Generalization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #147
Masked Diffusion Models are Secretly Time-Agnostic Masked Models and Exploit Inaccurate Categorical Sampling
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #233
LLMs Know More Than They Show: On the Intrinsic Representation of LLM Hallucinations
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #188
Spreading Out-of-Distribution Detection on Graphs
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #412
Sensitivity-Aware Amortized Bayesian Inference
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #368
Bayesian Optimization via Continual Variational Last Layer Training
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #534
Jailbreaking Leading Safety-Aligned LLMs with Simple Adaptive Attacks
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #429
Unintentional Unalignment: Likelihood Displacement in Direct Preference Optimization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #123
Autoregressive Pretraining with Mamba in Vision
[
Slides]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #556
Rapid Selection and Ordering of In-Context Demonstrations via Prompt Embedding Clustering
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #76
Learning Gain Map for Inverse Tone Mapping
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #579
BingoGuard: LLM Content Moderation Tools with Risk Levels
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #405
Learning mirror maps in policy mirror descent
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #228
Measuring and Enhancing Trustworthiness of LLMs in RAG through Grounded Attributions and Learning to Refuse
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #89
FasterCache: Training-Free Video Diffusion Model Acceleration with High Quality
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #255
Provence: efficient and robust context pruning for retrieval-augmented generation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #214
CodeMMLU: A Multi-Task Benchmark for Assessing Code Understanding & Reasoning Capabilities of CodeLLMs
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #374
Fine-tuning with Reserved Majority for Noise Reduction
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #87
Causal Representation Learning from Multimodal Biomedical Observations
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #151
Shallow diffusion networks provably learn hidden low-dimensional structure
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #184
Minimal Impact ControlNet: Advancing Multi-ControlNet Integration
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #418
Deep Kernel Posterior Learning under Infinite Variance Prior Weights
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #229
Streaming Video Understanding and Multi-round Interaction with Memory-enhanced Knowledge
[
Slides]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #36
HAMSTER: Hierarchical Action Models for Open-World Robot Manipulation
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #388
Cross-Domain Offline Policy Adaptation with Optimal Transport and Dataset Constraint
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #336
PooDLe🐩: Pooled and dense self-supervised learning from naturalistic videos
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #177
Topological Blindspots: Understanding and Extending Topological Deep Learning Through the Lens of Expressivity
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #382
Adversarial Policy Optimization for Offline Preference-based Reinforcement Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #351
OmniCorpus: A Unified Multimodal Corpus of 10 Billion-Level Images Interleaved with Text
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #2
Periodic Materials Generation using Text-Guided Joint Diffusion Model
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #363
Efficient Sparse PCA via Block-Diagonalization
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #339
Reasoning of Large Language Models over Knowledge Graphs with Super-Relations
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #357
Watch Less, Do More: Implicit Skill Discovery for Video-Conditioned Policy
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #237
Neuron based Personality Trait Induction in Large Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #250
Language Models Are Implicitly Continuous
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #431
Decoupled Finetuning for Domain Generalizable Semantic Segmentation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #60
Credit-based self organizing maps: training deep topographic networks with minimal performance degradation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #173
Port-Hamiltonian Architectural Bias for Long-Range Propagation in Deep Graph Networks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #590
Breaking Class Barriers: Efficient Dataset Distillation via Inter-Class Feature Compensator
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #321
GS-LiDAR: Generating Realistic LiDAR Point Clouds with Panoramic Gaussian Splatting
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #433
Interference Among First-Price Pacing Equilibria: A Bias and Variance Analysis
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #150
Linear Combination of Saved Checkpoints Makes Consistency and Diffusion Models Better
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #148
ViDiT-Q: Efficient and Accurate Quantization of Diffusion Transformers for Image and Video Generation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #470
Node Similarities under Random Projections: Limits and Pathological Cases
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #455
Selective Task Group Updates for Multi-Task Optimization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #529
Bridging Jensen Gap for Max-Min Group Fairness Optimization in Recommendation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #191
Ferret-UI 2: Mastering Universal User Interface Understanding Across Platforms
[
Slides]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #593
Spider 2.0: Evaluating Language Models on Real-World Enterprise Text-to-SQL Workflows
[
OpenReview]
Blog Track Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #554
Diffusion Models and Gaussian Flow Matching: Two Sides of the Same Coin
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #559
Aligned Better, Listen Better for Audio-Visual Large Language Models
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #231
To Trust or Not to Trust? Enhancing Large Language Models' Situated Faithfulness to External Contexts
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #11
Immunogenicity Prediction with Dual Attention Enables Vaccine Target Selection
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #399
Learning to Clarify: Multi-turn Conversations with Action-Based Contrastive Self-Training
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #407
Dynamic Contrastive Skill Learning with State-Transition Based Skill Clustering and Dynamic Length Adjustment
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #461
Misspecified $Q$-Learning with Sparse Linear Function Approximation: Tight Bounds on Approximation Error
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #265
Mini-batch Coresets for Memory-efficient Language Model Training on Data Mixtures
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #377
An Auditing Test to Detect Behavioral Shift in Language Models
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #349
Balanced Neural ODEs: nonlinear model order reduction and Koopman operator approximations
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #118
ForecastBench: A Dynamic Benchmark of AI Forecasting Capabilities
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #434
Private Mechanism Design via Quantile Estimation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #535
SAFREE: Training-Free and Adaptive Guard for Safe Text-to-Image And Video Generation
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #543
Beyond Mere Token Analysis: A Hypergraph Metric Space Framework for Defending Against Socially Engineered LLM Attacks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #484
Structuring Benchmark into Knowledge Graphs to Assist Large Language Models in Retrieving and Designing Models
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #306
OLMoE: Open Mixture-of-Experts Language Models
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #51
ToolGen: Unified Tool Retrieval and Calling via Generation
[
Slides]
[
Poster]
[
OpenReview]
Blog Track Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #518
How to visualize training dynamics in neural networks
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #48
Speech Robust Bench: A Robustness Benchmark For Speech Recognition
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #584
Exploratory Preference Optimization: Harnessing Implicit Q*-Approximation for Sample-Efficient RLHF
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #522
Data-centric Prediction Explanation via Kernelized Stein Discrepancy
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #608
Amulet: ReAlignment During Test Time for Personalized Preference Adaptation of LLMs
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #458
Beyond-Expert Performance with Limited Demonstrations: Efficient Imitation Learning with Double Exploration
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #119
AutoCLIP: Auto-tuning Zero-Shot Classifiers for Vision-Language Models
[
Poster]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #43
PPT: Patch Order Do Matters In Time Series Pretext Task
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #241
Beyond Autoregression: Discrete Diffusion for Complex Reasoning and Planning
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #44
Federated Granger Causality Learning For Interdependent Clients With State Space Representation
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #465
How Learnable Grids Recover Fine Detail in Low Dimensions: A Neural Tangent Kernel Analysis of Multigrid Parametric Encodings
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #373
Sharpness-Aware Black-Box Optimization
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #311
AFlow: Automating Agentic Workflow Generation
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #400
Optimal Strong Regret and Violation in Constrained MDPs via Policy Optimization
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #176
Tuning-Free Bilevel Optimization: New Algorithms and Convergence Analysis
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #566
Collab: Controlled Decoding using Mixture of Agents for LLM Alignment
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #619
Zeroth-Order Fine-Tuning of LLMs with Transferable Static Sparsity
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #367
Adaptive Methods through the Lens of SDEs: Theoretical Insights on the Role of Noise
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #198
MEGA-Bench: Scaling Multimodal Evaluation to over 500 Real-World Tasks
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #81
Samba: Synchronized Set-of-Sequences Modeling for Multiple Object Tracking
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #182
Subgraph Federated Learning for Local Generalization
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #282
SimPER: A Minimalist Approach to Preference Alignment without Hyperparameters
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #32
Fengbo: a Clifford Neural Operator pipeline for 3D PDEs in Computational Fluid Dynamics
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #467
On the expressiveness and spectral bias of KANs
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #369
Elliptic Loss Regularization
[
Slides]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #561
Justice or Prejudice? Quantifying Biases in LLM-as-a-Judge
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #557
MathCoder2: Better Math Reasoning from Continued Pretraining on Model-translated Mathematical Code
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #597
Problem-Parameter-Free Federated Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #472
Modeling Fine-Grained Hand-Object Dynamics for Egocentric Video Representation Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #130
A Training-Free Sub-quadratic Cost Transformer Model Serving Framework with Hierarchically Pruned Attention
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #546
FairMT-Bench: Benchmarking Fairness for Multi-turn Dialogue in Conversational LLMs
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #84
Scale-aware Recognition in Satellite Images under Resource Constraints
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #605
Fine-Grained Verifiers: Preference Modeling as Next-token Prediction in Vision-Language Alignment
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #396
Noise-conditioned Energy-based Annealed Rewards (NEAR): A Generative Framework for Imitation Learning from Observation
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #440
Improved Convergence Rate for Diffusion Probabilistic Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #291
LongPO: Long Context Self-Evolution of Large Language Models through Short-to-Long Preference Optimization
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #387
Learning Task Belief Similarity with Latent Dynamics for Meta-Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #340
Limits of Deep Learning: Sequence Modeling through the Lens of Complexity Theory
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #509
Tell me about yourself: LLMs are aware of their learned behaviors
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #143
Generalization through variance: how noise shapes inductive biases in diffusion models
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #281
SePer: Measure Retrieval Utility Through The Lens Of Semantic Perplexity Reduction
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #344
Capability Localization: Capabilities Can be Localized rather than Individual Knowledge
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #308
Advantage-Guided Distillation for Preference Alignment in Small Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #544
A Generic Framework for Conformal Fairness
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #104
SplineGS: Learning Smooth Trajectories in Gaussian Splatting for Dynamic Scene Reconstruction
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #3
Procedural Synthesis of Synthesizable Molecules
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #253
Logical Consistency of Large Language Models in Fact-Checking
[
Slides]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #1
ProtComposer: Compositional Protein Structure Generation with 3D Ellipsoids
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #13
Boltzmann priors for Implicit Transfer Operators
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #390
Towards Generalizable Reinforcement Learning via Causality-Guided Self-Adaptive Representations
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #305
ChroKnowledge: Unveiling Chronological Knowledge of Language Models in Multiple Domains
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #58
Population Transformer: Learning Population-level Representations of Neural Activity
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #90
Perm: A Parametric Representation for Multi-Style 3D Hair Modeling
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #82
Matérn Kernels for Tunable Implicit Surface Reconstruction
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #633
Capturing the Temporal Dependence of Training Data Influence
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #234
Uncovering Latent Memories in Large Language Models
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #168
Beyond Autoregression: Fast LLMs via Self-Distillation Through Time
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #278
Mixture Compressor for Mixture-of-Experts LLMs Gains More
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #261
BigCodeBench: Benchmarking Code Generation with Diverse Function Calls and Complex Instructions
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #586
GPS: A Probabilistic Distributional Similarity with Gumbel Priors for Set-to-Set Matching
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #514
Fantastic Copyrighted Beasts and How (Not) to Generate Them
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #485
Neural Context Flows for Meta-Learning of Dynamical Systems
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #47
Scaling Transformers for Low-Bitrate High-Quality Speech Coding
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #45
DyCAST: Learning Dynamic Causal Structure from Time Series
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #422
Minimal Variance Model Aggregation: A principled, non-intrusive, and versatile integration of black box models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #432
Is Large-scale Pretraining the Secret to Good Domain Generalization?
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #616
gRNAde: Geometric Deep Learning for 3D RNA inverse design
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #421
Controllable Generation via Locally Constrained Resampling
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #35
Policy Decorator: Model-Agnostic Online Refinement for Large Policy Model
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #166
A Simple Approach to Unifying Diffusion-based Conditional Generation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #86
Matryoshka Multimodal Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #138
RevisEval: Improving LLM-as-a-Judge via Response-Adapted References
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #324
I Can Hear You: Selective Robust Training for Deepfake Audio Detection
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #152
CPSample: Classifier Protected Sampling for Guarding Training Data During Diffusion
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #618
Apollo-MILP: An Alternating Prediction-Correction Neural Solving Framework for Mixed-Integer Linear Programming
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #113
DeLLMa: Decision Making Under Uncertainty with Large Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #549
RAFT: Reward rAnked FineTuning for Generative Foundation Model Alignment
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #379
The AdEMAMix Optimizer: Better, Faster, Older
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #516
Fantastic Targets for Concept Erasure in Diffusion Models and Where To Find Them
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #127
Efficiently Parameterized Neural Metriplectic Systems
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #61
Inverse decision-making using neural amortized Bayesian actors
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #14
Lift Your Molecules: Molecular Graph Generation in Latent Euclidean Space
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #459
Statistical Tractability of Off-policy Evaluation of History-dependent Policies in POMDPs
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #193
SWEb: A Large Web Dataset for the Scandinavian Languages
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #317
Affine Steerable Equivariant Layer for Canonicalization of Neural Networks
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #583
Aligning Human Motion Generation with Human Perceptions
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #211
Lawma: The Power of Specialization for Legal Annotation
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #402
Iterative Nash Policy Optimization: Aligning LLMs with General Preferences via No-Regret Learning
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #126
Random-Set Neural Networks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #26
Going Beyond Feature Similarity: Effective Dataset distillation based on Class-aware Conditional Mutual Information
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #428
Optimality and Adaptivity of Deep Neural Features for Instrumental Variable Regression
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #327
Adversarially Robust Out-of-Distribution Detection Using Lyapunov-Stabilized Embeddings
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #85
UNSURE: self-supervised learning with Unknown Noise level and Stein's Unbiased Risk Estimate
[
Slides]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #334
Self-supervised contrastive learning performs non-linear system identification
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #109
Reflective Gaussian Splatting
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #154
Vec2Face: Scaling Face Dataset Generation with Loosely Constrained Vectors
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #536
GSBA$^K$: $top$-$K$ Geometric Score-based Black-box Attack
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #205
MMEgo: Towards Building Egocentric Multimodal LLMs for Video QA
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #547
KGARevion: An AI Agent for Knowledge-Intensive Biomedical QA
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #545
Stealthy Shield Defense: A Conditional Mutual Information-Based Approach against Black-Box Model Inversion Attacks
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #468
Extending Mercer's expansion to indefinite and asymmetric kernels
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #507
More RLHF, More Trust? On The Impact of Preference Alignment On Trustworthiness
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #496
Machine Unlearning via Simulated Oracle Matching
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #134
Looking Backward: Streaming Video-to-Video Translation with Feature Banks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #338
Lambda-Skip Connections: the architectural component that prevents Rank Collapse
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #592
Controlled LLM Decoding via Discrete Auto-regressive Biasing
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #384
Offline RL with Smooth OOD Generalization in Convex Hull and its Neighborhood
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #5
Partially Observed Trajectory Inference using Optimal Transport and a Dynamics Prior
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #378
A Truncated Newton Method for Optimal Transport
[
Slides]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #352
Revisiting Mode Connectivity in Neural Networks with Bezier Surface
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #117
CrossMPT: Cross-attention Message-passing Transformer for Error Correcting Codes
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #574
CR-CTC: Consistency regularization on CTC for improved speech recognition
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #102
CLoSD: Closing the Loop between Simulation and Diffusion for multi-task character control
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #258
MIND: Math Informed syNthetic Dialogues for Pretraining LLMs
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #562
Learning from negative feedback, or positive feedback or both
[
Slides]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #414
Laplace Sample Information: Data Informativeness Through a Bayesian Lens
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #52
RepoGraph: Enhancing AI Software Engineering with Repository-level Code Graph
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #78
Expected Sliced Transport Plans
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #521
QPM: Discrete Optimization for Globally Interpretable Image Classification
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #512
Transformer Encoder Satisfiability: Complexity and Impact on Formal Reasoning
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #39
The Value of Sensory Information to a Robot
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #38
LLaRA: Supercharging Robot Learning Data for Vision-Language Policy
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #329
Detecting Backdoor Samples in Contrastive Language Image Pretraining
[
Slides]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #133
Quality over Quantity in Attention Layers: When Adding More Heads Hurts
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #180
Graph Neural Preconditioners for Iterative Solutions of Sparse Linear Systems
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #230
Sufficient Context: A New Lens on Retrieval Augmented Generation Systems
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #424
Distribution-Free Data Uncertainty for Neural Network Regression
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #108
Revolutionizing EMCCD Denoising through a Novel Physics-Based Learning Framework for Noise Modeling
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #232
Tracking the Copyright of Large Vision-Language Models through Parameter Learning Adversarial Images
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #410
$\phi$-Update: A Class of Policy Update Methods with Policy Convergence Guarantee
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #594
Block Verification Accelerates Speculative Decoding
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #508
The Utility and Complexity of In- and Out-of-Distribution Machine Unlearning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #62
Unleashing the Potential of Vision-Language Pre-Training for 3D Zero-Shot Lesion Segmentation via Mask-Attribute Alignment
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #200
From Pixels to Tokens: Byte-Pair Encoding on Quantized Visual Modalities
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #603
Test-time Adaptation for Image Compression with Distribution Regularization
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #476
Balanced Ranking with Relative Centrality: A multi-core periphery perspective
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #4
Structure Language Models for Protein Conformation Generation
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #515
Is Your Video Language Model a Reliable Judge?
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #302
SeRA: Self-Reviewing and Alignment of LLMs using Implicit Reward Margins
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #495
On the Inherent Privacy Properties of Discrete Denoising Diffusion Models
[
Poster]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #343
Inner Information Analysis Algorithm for Deep Neural Network based on Community
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #345
Swing-by Dynamics in Concept Learning and Compositional Generalization
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #615
Dobi-SVD: Differentiable SVD for LLM Compression and Some New Perspectives
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #564
Charting the Design Space of Neural Graph Representations for Subgraph Matching
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #179
Understanding Virtual Nodes: Oversquashing and Node Heterogeneity
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #142
Towards Hierarchical Rectified Flow
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #449
Bayesian Analysis of Combinatorial Gaussian Process Bandits
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #132
Selective Attention Improves Transformer
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #19
Diffusion Generative Modeling for Spatially Resolved Gene Expression Inference from Histology Images
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #624
Adversarial Attacks on Data Attribution
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #187
Is uniform expressivity too restrictive? Towards efficient expressivity of GNNs
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #222
Searching for Optimal Solutions with LLMs via Bayesian Optimization
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #303
Seeing Eye to AI: Human Alignment via Gaze-Based Response Rewards for Large Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #65
Cross-Attention Head Position Patterns Can Align with Human Visual Concepts in Text-to-Image Generative Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #450
Learning from Imperfect Human Feedback: A Tale from Corruption-Robust Dueling
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #342
A Theory of Initialisation's Impact on Specialisation
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #263
What Makes Large Language Models Reason in (Multi-Turn) Code Generation?
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #29
TRENDy: Temporal Regression of Effective Nonlinear Dynamics
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #285
Do as I do (Safely): Mitigating Task-Specific Fine-tuning Risks in Large Language Models
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #55
Disentangling 3D Animal Pose Dynamics with Scrubbed Conditional Latent Variables
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #598
Rethinking Spiking Neural Networks from an Ensemble Learning Perspective
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #591
Going Beyond Static: Understanding Shifts with Time-Series Attribution
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #22
L-WISE: Boosting Human Visual Category Learning Through Model-Based Image Selection and Enhancement
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #573
Adaptive teachers for amortized samplers
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #601
Generative Adapter: Contextualizing Language Models in Parameters with A Single Forward Pass
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #301
Benchmarking LLMs' Judgments with No Gold Standard
[
Slides]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #17
Multi-Modal and Multi-Attribute Generation of Single Cells with CFGen
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #582
A Sanity Check for AI-generated Image Detection
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #525
The Geometry of Categorical and Hierarchical Concepts in Large Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #120
Sensitivity-Constrained Fourier Neural Operators for Forward and Inverse Problems in Parametric Differential Equations
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #553
Hessian Free Efficient Single Loop Iterative Differentiation Methods for Bi-Level Optimization Problems
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #270
Bootstrapping Language Models with DPO Implicit Rewards
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #169
SVDQuant: Absorbing Outliers by Low-Rank Component for 4-Bit Diffusion Models
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #528
Image Watermarks are Removable using Controllable Regeneration from Clean Noise
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #212
Do Vision-Language Models Represent Space and How? Evaluating Spatial Frame of Reference under Ambiguities
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #413
Streamlining Prediction in Bayesian Deep Learning
[
Slides]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #371
CONGO: Compressive Online Gradient Optimization
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #636
ST-GCond: Self-supervised and Transferable Graph Dataset Condensation
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #376
How Does Critical Batch Size Scale in Pre-training?
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #474
Duoduo CLIP: Efficient 3D Understanding with Multi-View Images
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #457
Towards Self-Supervised Covariance Estimation in Deep Heteroscedastic Regression
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #101
ChartMoE: Mixture of Diversely Aligned Expert Connector for Chart Understanding
[
Poster]
[
OpenReview]
Blog Track Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #129
CLOVER: Cross-Layer Orthogonal Vectors Pruning and Fine-Tuning
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #360
PolyNet: Learning Diverse Solution Strategies for Neural Combinatorial Optimization
[
OpenReview]
Blog Track Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #172
Rethinking Graph Prompts: Unraveling the Power of Data Manipulation in Graph Neural Networks
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #165
Lossy Compression with Pretrained Diffusion Models
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #537
Copyright-Protected Language Generation via Adaptive Model Fusion
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #15
SynFlowNet: Design of Diverse and Novel Molecules with Synthesis Constraints
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #578
Towards Improving Exploration through Sibling Augmented GFlowNets
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #478
Recovering Manifold Structure Using Ollivier Ricci Curvature
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #621
InversionGNN: A Dual Path Network for Multi-Property Molecular Optimization
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #210
When Attention Sink Emerges in Language Models: An Empirical View
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #348
HADAMRNN: BINARY AND SPARSE TERNARY ORTHOGONAL RNNS
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #416
Exploiting Hankel-Toeplitz Structures for Fast Computation of Kernel Precision Matrices
[
Slides]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #595
Scaling Laws for Adversarial Attacks on Language Model Activations and Tokens
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #153
EC-DIT: Scaling Diffusion Transformers with Adaptive Expert-Choice Routing
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #417
Identifiability for Gaussian Processes with Holomorphic Kernels
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #460
Optimal Non-Asymptotic Rates of Value Iteration for Average-Reward Markov Decision Processes
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #144
LANTERN: Accelerating Visual Autoregressive Models with Relaxed Speculative Decoding
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #243
Arithmetic Without Algorithms: Language Models Solve Math with a Bag of Heuristics
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #469
Towards a Unified and Verified Understanding of Group-Operation Networks
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #279
Rethinking LLM Unlearning Objectives: A Gradient Perspective and Go Beyond
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #332
Object-Centric Pretraining via Target Encoder Bootstrapping
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #218
CAKE: Cascading and Adaptive KV Cache Eviction with Layer Preferences
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #572
MatExpert: Decomposing Materials Discovery By Mimicking Human Experts
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #164
Towards Semantic Equivalence of Tokenization in Multimodal LLM
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #471
RandLoRA: Full rank parameter-efficient fine-tuning of large models
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #24
Model-Agnostic Knowledge Guided Correction for Improved Neural Surrogate Rollout
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #31
Poisson-Dirac Neural Networks for Modeling Coupled Dynamical Systems across Domains
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #627
MaestroMotif: Skill Design from Artificial Intelligence Feedback
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #74
Cocoon: Robust Multi-Modal Perception with Uncertainty-Aware Sensor Fusion
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #299
Cybench: A Framework for Evaluating Cybersecurity Capabilities and Risks of Language Models
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #359
SOREL: A Stochastic Algorithm for Spectral Risks Minimization
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #206
Token-Supervised Value Models for Enhancing Mathematical Problem-Solving Capabilities of Large Language Models
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #520
Inverse Constitutional AI: Compressing Preferences into Principles
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #499
Privately Counting Partially Ordered Data
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #256
Revisit Large-Scale Image-Caption Data in Pre-training Multimodal Foundation Models
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #18
A Multiscale Frequency Domain Causal Framework for Enhanced Pathological Analysis
[
Slides]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #190
IGL-Bench: Establishing the Comprehensive Benchmark for Imbalanced Graph Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #295
PiCO: Peer Review in LLMs based on Consistency Optimization
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #602
AutoDAN-Turbo: A Lifelong Agent for Strategy Self-Exploration to Jailbreak LLMs
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #239
The Same but Different: Structural Similarities and Differences in Multilingual Language Modeling
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #541
Towards Scalable Exact Machine Unlearning Using Parameter-Efficient Fine-Tuning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #393
SEMDICE: Off-policy State Entropy Maximization via Stationary Distribution Correction Estimation
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #404
Diffusion Policy Policy Optimization
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #406
AdaWM: Adaptive World Model based Planning for Autonomous Driving
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #297
MoE++: Accelerating Mixture-of-Experts Methods with Zero-Computation Experts
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #504
Pacmann: Efficient Private Approximate Nearest Neighbor Search
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #494
A Single Goal is All You Need: Skills and Exploration Emerge from Contrastive RL without Rewards, Demonstrations, or Subgoals
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #454
Neural Exploratory Landscape Analysis for Meta-Black-Box-Optimization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #257
Law of the Weakest Link: Cross Capabilities of Large Language Models
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #314
MMTEB: Massive Multilingual Text Embedding Benchmark
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #587
FaithEval: Can Your Language Model Stay Faithful to Context, Even If "The Moon is Made of Marshmallows"
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #42
Robots Pre-train Robots: Manipulation-Centric Robotic Representation from Large-Scale Robot Datasets
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #224
Learning LLM-as-a-Judge for Preference Alignment
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #300
DOTS: Learning to Reason Dynamically in LLMs via Optimal Reasoning Trajectories Search
[
Slides]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #246
From Exploration to Mastery: Enabling LLMs to Master Tools via Self-Driven Interactions
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #251
Herald: A Natural Language Annotated Lean 4 Dataset
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #220
EMMA: Empowering Multi-modal Mamba with Structural and Hierarchical Alignment
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #136
HQ-Edit: A High-Quality Dataset for Instruction-based Image Editing
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #289
G-LLaVA: Solving Geometric Problem with Multi-Modal Large Language Model
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #155
NetMoE: Accelerating MoE Training through Dynamic Sample Placement
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #364
Learning Dynamics of Deep Matrix Factorization Beyond the Edge of Stability
[
Slides]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #276
Uncertainty-Aware Decoding with Minimum Bayes Risk
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #319
Discovering Clone Negatives via Adaptive Contrastive Learning for Image-Text Matching
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #183
Revealing and Mitigating Over-Attention in Knowledge Editing
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #596
Theory, Analysis, and Best Practices for Sigmoid Self-Attention
[
Slides]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #105
EG4D: Explicit Generation of 4D Object without Score Distillation
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #280
Adam-mini: Use Fewer Learning Rates To Gain More
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #477
Exploring a Principled Framework for Deep Subspace Clustering
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #567
Longhorn: State Space Models are Amortized Online Learners
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #46
SimpleTM: A Simple Baseline for Multivariate Time Series Forecasting
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #330
Towards Certification of Uncertainty Calibration under Adversarial Attacks
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #124
RFMamba: Frequency-Aware State Space Model for RF-Based Human-Centric Perception
[
Slides]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #635
Learning Fine-Grained Representations through Textual Token Disentanglement in Composed Video Retrieval
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #638
LOKI: A Comprehensive Synthetic Data Detection Benchmark using Large Multimodal Models
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #269
Tool-Planner: Task Planning with Clusters across Multiple Tools
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #530
How Far Are We from True Unlearnability?
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #131
Scaling Stick-Breaking Attention: An Efficient Implementation and In-depth Study
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #441
Grokking at the Edge of Numerical Stability
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #238
Fiddler: CPU-GPU Orchestration for Fast Inference of Mixture-of-Experts Models
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #141
Enhancing Compositional Text-to-Image Generation with Reliable Random Seeds
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #68
3DGS-Drag: Dragging Gaussians for Intuitive Point-Based 3D Editing
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #236
SVD-LLM: Truncation-aware Singular Value Decomposition for Large Language Model Compression
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #463
Near-optimal Active Regression of Single-Index Models
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #56
Expressivity of Neural Networks with Random Weights and Learned Biases
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #100
Ctrl-Adapter: An Efficient and Versatile Framework for Adapting Diverse Controls to Any Diffusion Model
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #437
On the Learn-to-Optimize Capabilities of Transformers in In-Context Sparse Recovery
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #296
Breaking Mental Set to Improve Reasoning through Diverse Multi-Agent Debate
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #385
XLand-100B: A Large-Scale Multi-Task Dataset for In-Context Reinforcement Learning
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #186
Rethinking Graph Neural Networks From A Geometric Perspective Of Node Features
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #498
DocMIA: Document-Level Membership Inference Attacks against DocVQA Models
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #398
Diffusing States and Matching Scores: A New Framework for Imitation Learning
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #64
Generation and Comprehension Hand-in-Hand: Vision-guided Expression Diffusion for Boosting Referring Expression Generation and Comprehension
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #209
Episodic Memories Generation and Evaluation Benchmark for Large Language Models
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #298
Backdooring Vision-Language Models with Out-Of-Distribution Data
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #447
Bounds on $L_p$ Errors in Density Ratio Estimation via $f$-Divergence Loss Functions
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #408
Accelerating Task Generalisation with Multi-Level Skill Hierarchies
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #323
MM-EMBED: UNIVERSAL MULTIMODAL RETRIEVAL WITH MULTIMODAL LLMS
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #247
Reflexive Guidance: Improving OoDD in Vision-Language Models via Self-Guided Image-Adaptive Concept Generation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #67
Dynamic Negative Guidance of Diffusion Models
[
Slides]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #322
Locality-aware Gaussian Compression for Fast and High-quality Rendering
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #37
GEVRM: Goal-Expressive Video Generation Model For Robust Visual Manipulation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #287
ACC-Collab: An Actor-Critic Approach to Multi-Agent LLM Collaboration
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #637
Vector-ICL: In-context Learning with Continuous Vector Representations
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #497
Machine Unlearning Fails to Remove Data Poisoning Attacks
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #103
Semi-Supervised Vision-Centric 3D Occupancy World Model for Autonomous Driving
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #462
Exploring channel distinguishability in local neighborhoods of the model space in quantum neural networks
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #33
DiffPC: Diffusion-based High Perceptual Fidelity Image Compression with Semantic Refinement
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #612
ZETA: Leveraging $Z$-order Curves for Efficient Top-$k$ Attention
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #628
Facilitating Multi-turn Function Calling for LLMs via Compositional Instruction Tuning
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #215
CHASE-SQL: Multi-Path Reasoning and Preference Optimized Candidate Selection in Text-to-SQL
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #40
ImagineNav: Prompting Vision-Language Models as Embodied Navigator through Scene Imagination
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #634
A CLIP-Powered Framework for Robust and Generalizable Data Selection
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #419
Causal Discovery via Bayesian Optimization
[
Slides]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #337
T-JEPA: Augmentation-Free Self-Supervised Learning for Tabular Data
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #620
ViBiDSampler: Enhancing Video Interpolation Using Bidirectional Diffusion Sampler
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #171
Boosting Latent Diffusion with Perceptual Objectives
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #480
Let SSMs be ConvNets: State-space Modeling with Optimal Tensor Contractions
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #208
Mutual Reasoning Makes Smaller LLMs Stronger Problem-Solver
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #277
Rethinking and Improving Autoformalization: Towards a Faithful Metric and a Dependency Retrieval-based Approach
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #622
Visual Agents as Fast and Slow Thinkers
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #310
Attention in Large Language Models Yields Efficient Zero-Shot Re-Rankers
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #245
RM-Bench: Benchmarking Reward Models of Language Models with Subtlety and Style
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #353
STAR: Stability-Inducing Weight Perturbation for Continual Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #223
MM1.5: Methods, Analysis & Insights from Multimodal LLM Fine-tuning
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #189
Holographic Node Representations: Pre-training Task-Agnostic Node Embeddings
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #149
MeshAnything: Artist-Created Mesh Generation with Autoregressive Transformers
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #140
Unlocking Point Processes through Point Set Diffusion
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #436
Can One Modality Model Synergize Training of Other Modality Models?
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #163
SafeDiffuser: Safe Planning with Diffusion Probabilistic Models
[
Poster]
[
OpenReview]
Blog Track Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #128
Why RoPE Struggles to Maintain Long-Term Decay in Long Sequences?
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #320
Plastic Learning with Deep Fourier Features
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #532
See It from My Perspective: How Language Affects Cultural Bias in Image Understanding
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #16
MolSpectra: Pre-training 3D Molecular Representation with Multi-modal Energy Spectra
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #506
On Large Language Model Continual Unlearning
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #381
Constraint-Conditioned Actor-Critic for Offline Safe Reinforcement Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #411
Learning View-invariant World Models for Visual Robotic Manipulation
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #625
Knowledge Graph Finetuning Enhances Knowledge Manipulation in Large Language Models
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #639
EvA: Erasing Spurious Correlations with Activations
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #235
SysBench: Can LLMs Follow System Message?
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #558
Towards Principled Evaluations of Sparse Autoencoders for Interpretability and Control
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #511
Does Safety Training of LLMs Generalize to Semantically Related Natural Prompts?
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #395
PN-GAIL: Leveraging Non-optimal Information from Imperfect Demonstrations
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #568
ALBAR: Adversarial Learning approach to mitigate Biases in Action Recognition
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #550
Exposing and Addressing Cross-Task Inconsistency in Unified Vision-Language Models
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #244
InstructRAG: Instructing Retrieval-Augmented Generation via Self-Synthesized Rationales
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #160
MMDisCo: Multi-Modal Discriminator-Guided Cooperative Diffusion for Joint Audio and Video Generation
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #571
Exploiting Structure in Offline Multi-Agent RL: The Benefits of Low Interaction Rank
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #312
Unified Parameter-Efficient Unlearning for LLMs
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #83
Diffusion Models Are Real-Time Game Engines
[
Slides]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #175
Towards Bridging Generalization and Expressivity of Graph Neural Networks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #20
GS-CPR: Efficient Camera Pose Refinement via 3D Gaussian Splatting
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #500
DCT-CryptoNets: Scaling Private Inference in the Frequency Domain
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #174
Energy-based Backdoor Defense Against Federated Graph Learning
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #361
BTBS-LNS: Binarized-Tightening, Branch and Search on Learning LNS Policies for MIP
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #158
Infinite-Resolution Integral Noise Warping for Diffusion Models
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #397
Generalized Behavior Learning from Diverse Demonstrations
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #466
Difference-of-submodular Bregman Divergence
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #626
OMG: Opacity Matters in Material Modeling with Gaussian Splatting
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #145
OmniPhysGS: 3D Constitutive Gaussians for General Physics-Based Dynamics Generation
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #157
Unlocking Guidance for Discrete State-Space Diffusion and Flow Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #10
SAGEPhos: Sage Bio-Coupled and Augmented Fusion for Phosphorylation Site Detection
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #194
Synthetic continued pretraining
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #489
Efficient Cross-Episode Meta-RL
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #328
To Tackle Adversarial Transferability: A Novel Ensemble Training Method with Fourier Transformation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #204
Precise Localization of Memories: A Fine-grained Neuron-level Knowledge Editing Technique for LLMs
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #146
Multi-Reward as Condition for Instruction-based Image Editing
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #341
Distance-Based Tree-Sliced Wasserstein Distance
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #365
A Theoretically-Principled Sparse, Connected, and Rigid Graph Representation of Molecules
[
Slides]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #88
Frequency-Guided Masking for Enhanced Vision Self-Supervised Learning
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #274
UGMathBench: A Diverse and Dynamic Benchmark for Undergraduate-Level Mathematical Reasoning with Large Language Models
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #403
ActSafe: Active Exploration with Safety Constraints for Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #242
TPO: Aligning Large Language Models with Multi-branch & Multi-step Preference Trees
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #445
Bridging the Gap Between f-divergences and Bayes Hilbert Spaces
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #589
Designing Mechanical Meta-Materials by Learning Equivariant Flows
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #427
Closed-Form Merging of Parameter-Efficient Modules for Federated Continual Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #609
Enabling Realtime Reinforcement Learning at Scale with Staggered Asynchronous Inference
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #346
SysCaps: Language Interfaces for Simulation Surrogates of Complex Systems
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #486
Boosting Multiple Views for pretrained-based Continual Learning
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #106
AniSDF: Fused-Granularity Neural Surfaces with Anisotropic Encoding for High-Fidelity 3D Reconstruction
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #523
Efficient and Accurate Explanation Estimation with Distribution Compression
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #252
GameArena: Evaluating LLM Reasoning through Live Computer Games
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #409
Zeroth-Order Policy Gradient for Reinforcement Learning from Human Feedback without Reward Inference
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #389
Stable Hadamard Memory: Revitalizing Memory-Augmented Agents for Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #482
Differentiable Rule Induction from Raw Sequence Inputs
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #7
Towards Synergistic Path-based Explanations for Knowledge Graph Completion: Exploration and Evaluation
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #294
Temporal Reasoning Transfer from Text to Video
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #362
Adversarial Generative Flow Network for Solving Vehicle Routing Problems
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #272
DataMan: Data Manager for Pre-training Large Language Models
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #453
Graph Assisted Offline-Online Deep Reinforcement Learning for Dynamic Workflow Scheduling
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #366
Local convergence of simultaneous min-max algorithms to differential equilibrium on Riemannian manifold
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #444
Local Patterns Generalize Better for Novel Anomalies
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #71
Injective flows for star-like manifolds
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #21
Interpretable Bilingual Multimodal Large Language Model for Diverse Biomedical Tasks
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #392
Looking into User’s Long-term Interests through the Lens of Conservative Evidential Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #313
h4rm3l: A Language for Composable Jailbreak Attack Synthesis
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #225
$\text{D}_{2}\text{O}$: Dynamic Discriminative Operations for Efficient Long-Context Inference of Large Language Models
[
Slides]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #519
Bridging the Semantic Gap Between Text and Table: A Case Study on NL2SQL
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #483
Fine-tuning can cripple your foundation model; preserving features may be the solution
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #318
TIPS: Text-Image Pretraining with Spatial awareness
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #630
Instructional Segment Embedding: Improving LLM Safety with Instruction Hierarchy
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #442
Decentralized Sporadic Federated Learning: A Unified Algorithmic Framework with Convergence Guarantees
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #70
AugKD: Ingenious Augmentations Empower Knowledge Distillation for Image Super-Resolution
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #488
Metalic: Meta-Learning In-Context with Protein Language Models
[
Slides]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #487
Revisiting Prefix-tuning: Statistical Benefits of Reparameterization among Prompts
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #560
SelectFormer in Data Markets: Privacy-Preserving and Efficient Data Selection for Transformers with Multi-Party Computation
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #161
RB-Modulation: Training-Free Stylization using Reference-Based Modulation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #196
PAL: Sample-Efficient Personalized Reward Modeling for Pluralistic Alignment
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #213
Human Simulacra: Benchmarking the Personification of Large Language Models
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #293
An Evolved Universal Transformer Memory
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #217
Cut Your Losses in Large-Vocabulary Language Models
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #99
Adaptive Length Image Tokenization via Recurrent Allocation
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #170
Video In-context Learning: Autoregressive Transformers are Zero-Shot Video Imitators
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #181
KAA: Kolmogorov-Arnold Attention for Enhancing Attentive Graph Neural Networks
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #107
IMDPrompter: Adapting SAM to Image Manipulation Detection by Cross-View Automated Prompt Learning
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #79
X-NeMo: Expressive Neural Motion Reenactment via Disentangled Latent Attention
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #613
Long-Sequence Recommendation Models Need Decoupled Embeddings
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #577
Bi-Factorial Preference Optimization: Balancing Safety-Helpfulness in Language Models
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #492
Tree of Attributes Prompt Learning for Vision-Language Models
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #69
VideoPhy: Evaluating Physical Commonsense for Video Generation
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #401
Reinforcement Learning from Imperfect Corrective Actions and Proxy Rewards
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #380
ConFIG: Towards Conflict-free Training of Physics Informed Neural Networks
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #575
Exploring Learning Complexity for Efficient Downstream Dataset Pruning
[
Slides]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #350
Autocorrelation Matters: Understanding the Role of Initialization Schemes for State Space Models
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #49
MaskGCT: Zero-Shot Text-to-Speech with Masked Generative Codec Transformer
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #425
A Theoretical Analysis of Self-Supervised Learning for Vision Transformers
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #156
High-Dimensional Bayesian Optimisation with Gaussian Process Prior Variational Autoencoders
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #167
RAPID: Retrieval Augmented Training of Differentially Private Diffusion Models
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #617
LLM-SR: Scientific Equation Discovery via Programming with Large Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #159
High-Quality Joint Image and Video Tokenization with Causal VAE
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #54
Towards Homogeneous Lexical Tone Decoding from Heterogeneous Intracranial Recordings
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #197
DeFT: Decoding with Flash Tree-attention for Efficient Tree-structured LLM Inference
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #260
Rotated Runtime Smooth: Training-Free Activation Smoother for accurate INT4 inference
[
Slides]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #271
Your Mixture-of-Experts LLM Is Secretly an Embedding Model for Free
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #585
FIRING-Net: A filtered feature recycling network for speech enhancement
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #259
CREAM: Consistency Regularized Self-Rewarding Language Models
[
Slides]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #273
GraphRouter: A Graph-based Router for LLM Selections
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #226
DeepSeek-Prover-V1.5: Harnessing Proof Assistant Feedback for Reinforcement Learning and Monte-Carlo Tree Search
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #580
ToddlerDiffusion: Interactive Structured Image Generation with Cascaded Schrödinger Bridge
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #372
Enhancing Zeroth-order Fine-tuning for Language Models with Low-rank Structures
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #632
Rationalizing and Augmenting Dynamic Graph Neural Networks
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #63
UNIP: Rethinking Pre-trained Attention Patterns for Infrared Semantic Segmentation
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #288
Hypothetical Minds: Scaffolding Theory of Mind for Multi-Agent Tasks with Large Language Models
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #92
Self-supervised Monocular Depth Estimation Robust to Reflective Surface Leveraged by Triplet Mining
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #25
Physics-aligned field reconstruction with diffusion bridge
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #439
No Free Lunch: Fundamental Limits of Learning Non-Hallucinating Generative Models
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #286
From Tokens to Lattices: Emergent Lattice Structures in Language Models
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #199
Sparse Autoencoders Reveal Temporal Difference Learning in Large Language Models
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #565
Data Taggants: Dataset Ownership Verification Via Harmless Targeted Data Poisoning
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #178
MuseGNN: Forming Scalable, Convergent GNN Layers that Minimize a Sampling-Based Energy
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #551
Enhancing Vision-Language Model with Unmasked Token Alignment
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #533
No Preference Left Behind: Group Distributional Preference Optimization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #316
Input Space Mode Connectivity in Deep Neural Networks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #227
From Attention to Activation: Unraveling the Enigmas of Large Language Models
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #125
On the Byzantine-Resilience of Distillation-Based Federated Learning
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #513
Agree to Disagree: Demystifying Homogeneous Deep Ensembles through Distributional Equivalence
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #576
Fine-Tuning Discrete Diffusion Models via Reward Optimization with Applications to DNA and Protein Design
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #611
AndroidWorld: A Dynamic Benchmarking Environment for Autonomous Agents
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #72
DisPose: Disentangling Pose Guidance for Controllable Human Image Animation
[
Poster]
[
OpenReview]
Blog Track Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #452
Avoid Overclaims: Summary of Complexity Bounds for Algorithms in Minimization and Minimax Optimization
[
Slides]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #391
Safety Representations for Safer Policy Learning
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #420
Variational Bayesian Pseudo-Coreset
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #162
Repulsive Latent Score Distillation for Solving Inverse Problems
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #354
FedLWS: Federated Learning with Adaptive Layer-wise Weight Shrinking
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #355
DRL: Decomposed Representation Learning for Tabular Anomaly Detection
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #481
Nonlinear Sequence Embedding by Monotone Variational Inequality
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #219
Agent-Oriented Planning in Multi-Agent Systems
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #93
Gaussian-Based Instance-Adaptive Intensity Modeling for Point-Supervised Facial Expression Spotting
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #203
Holistic Reasoning with Long-Context LMs: A Benchmark for Database Operations on Massive Textual Data
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #248
Large Language Models Often Say One Thing and Do Another
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #423
Kernel-based Optimally Weighted Conformal Time-Series Prediction
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #254
REEF: Representation Encoding Fingerprints for Large Language Models
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #34
Rapidly Adapting Policies to the Real-World via Simulation-Guided Fine-Tuning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #112
Open-Vocabulary Customization from CLIP via Data-Free Knowledge Distillation
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #604
Dynamical Diffusion: Learning Temporal Dynamics with Diffusion Models
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #192
Unleashing the Power of Task-Specific Directions in Parameter Efficient Fine-tuning
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #290
$\gamma-$MoD: Exploring Mixture-of-Depth Adaptation for Multimodal Large Language Models
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #75
MGMapNet: Multi-Granularity Representation Learning for End-to-End Vectorized HD Map Construction
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #121
Revisiting Nearest Neighbor for Tabular Data: A Deep Tabular Baseline Two Decades Later
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #448
Computational Explorations of Total Variation Distance
[
Slides]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #446
Transformers Learn to Implement Multi-step Gradient Descent with Chain of Thought
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #77
Union-over-Intersections: Object Detection beyond Winner-Takes-All
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #8
System 1.x: Learning to Balance Fast and Slow Planning with Language Models
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #94
Diffusion$^2$: Dynamic 3D Content Generation via Score Composition of Video and Multi-view Diffusion Models
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #479
Uncertainty Herding: One Active Learning Method for All Label Budgets
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #542
A Benchmark for Semantic Sensitive Information in LLMs Outputs
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #510
Reducing Hallucinations in Large Vision-Language Models via Latent Space Steering
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #501
DynFrs: An Efficient Framework for Machine Unlearning in Random Forest
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #283
ShortcutsBench: A Large-Scale Real-world Benchmark for API-based Agents
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #588
SEAL: Safety-enhanced Aligned LLM Fine-tuning via Bilevel Data Selection
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #640
Ultra-Sparse Memory Network
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #623
Physics of Language Models: Part 3.2, Knowledge Manipulation
[
Slides]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #41
RDT-1B: a Diffusion Foundation Model for Bimanual Manipulation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #91
Incorporating Visual Correspondence into Diffusion Model for Virtual Try-On
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #451
Feature-Based Online Bilateral Trade
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #207
Answer, Assemble, Ace: Understanding How LMs Answer Multiple Choice Questions
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #221
The Crucial Role of Samplers in Online Direct Preference Optimization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #195
Personality Alignment of Large Language Models
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #540
TIS-DPO: Token-level Importance Sampling for Direct Preference Optimization With Estimated Weights
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #139
ParaSolver: A Hierarchical Parallel Integral Solver for Diffusion Models
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #358
SLoPe: Double-Pruned Sparse Plus Lazy Low-Rank Adapter Pretraining of LLMs
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #581
Diffusion Transformer Captures Spatial-Temporal Dependencies: A Theory for Gaussian Process Data
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #552
LoRA Learns Less and Forgets Less
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #315
Compositional Entailment Learning for Hyperbolic Vision-Language Models
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #27
MAPS: Advancing Multi-Modal Reasoning in Expert-Level Physical Science
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #111
Generative Inbetweening: Adapting Image-to-Video Models for Keyframe Interpolation
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #59
Nonlinear multiregion neural dynamics with parametric impulse response communication channels
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #28
Text2PDE: Latent Diffusion Models for Accessible Physics Simulation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #53
WavTokenizer: an Efficient Acoustic Discrete Codec Tokenizer for Audio Language Modeling
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #114
SoundCTM: Unifying Score-based and Consistency Models for Full-band Text-to-Sound Generation
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #292
{$\tau$}-bench: A Benchmark for \underline{T}ool-\underline{A}gent-\underline{U}ser Interaction in Real-World Domains
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #268
MallowsPO: Fine-Tune Your LLM with Preference Dispersions
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #201
Self-Evolving Multi-Agent Collaboration Networks for Software Development
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #524
Salvage: Shapley-distribution Approximation Learning Via Attribution Guided Exploration for Explainable Image Classification
[
Slides]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #335
Morphing Tokens Draw Strong Masked Image Models
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #490
TSVD: Bridging Theory and Practice in Continual Learning with Pre-trained Models
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #370
Scalable Discrete Diffusion Samplers: Combinatorial Optimization and Statistical Physics
[
Slides]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #307
MindSearch: Mimicking Human Minds Elicits Deep AI Searcher
[
Slides]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #73
Fast Feedforward 3D Gaussian Splatting Compression
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #216
DSBench: How Far Are Data Science Agents from Becoming Data Science Experts?
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #115
CARTS: Advancing Neural Theorem Proving with Diversified Tactic Calibration and Bias-Resistant Tree Search
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #23
Physics-Informed Deep Inverse Operator Networks for Solving PDE Inverse Problems
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #610
Uncertainty modeling for fine-tuned implicit functions
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #50
T2V2: A Unified Non-Autoregressive Model for Speech Recognition and Synthesis via Multitask Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #262
InsightBench: Evaluating Business Analytics Agents Through Multi-Step Insight Generation
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #599
TopoLM: brain-like spatio-functional organization in a topographic language model
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #464
MAP: Low-compute Model Merging with Amortized Pareto Fronts via Quadratic Approximation
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #116
API Pack: A Massive Multi-Programming Language Dataset for API Call Generation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #548
Efficient Reward Poisoning Attacks on Online Deep Reinforcement Learning
[
Poster]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #275
Dynamic Loss-Based Sample Reweighting for Improved Large Language Model Pretraining
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #607
Multi-Resolution Decomposable Diffusion Model for Non-Stationary Time Series Anomaly Detection
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #531
Is Your Multimodal Language Model Oversensitive to Safe Queries?
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #394
Grammar Reinforcement Learning: path and cycle counting in graphs with a Context-Free Grammar and Transformer approach
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #12
GlycanML: A Multi-Task and Multi-Structure Benchmark for Glycan Machine Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #517
BlueSuffix: Reinforced Blue Teaming for Vision-Language Models Against Jailbreak Attacks
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #135
OASIS Uncovers: High-Quality T2I Models, Same Old Stereotypes
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #475
Looped Transformers for Length Generalization
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #538
Safety Layers in Aligned Large Language Models: The Key to LLM Security
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #122
BP-Modified Local Loss for Efficient Training of Deep Neural Networks
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #264
IterGen: Iterative Semantic-aware Structured LLM Generation with Backtracking
[
Slides]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #266
Regressing the Relative Future: Efficient Policy Optimization for Multi-turn RLHF
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #375
Decentralized Optimization with Coupled Constraints
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #435
Efficient Online Pruning and Abstraction for Imperfect Information Extensive-Form Games
[
Poster]
[
OpenReview]
Poster Session
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B None
Poster Session 3
Oral
Thu Apr 24 07:30 PM -- 07:42 PM (PDT) @ Garnet 216-218 None
Restructuring Vector Quantization with the Rotation Trick
[
OpenReview]
Oral
Thu Apr 24 07:30 PM -- 07:42 PM (PDT) @ Garnet 213-215 None
Learning to Discover Regulatory Elements for Gene Expression Prediction
[
Slides]
[
OpenReview]
Oral
Thu Apr 24 07:30 PM -- 07:42 PM (PDT) @ Peridot 204-205 None
TimeMixer++: A General Time Series Pattern Machine for Universal Predictive Analysis
[
Slides]
[
OpenReview]
Oral
Thu Apr 24 07:30 PM -- 07:42 PM (PDT) @ Hall 1 Apex None
Retrieval Head Mechanistically Explains Long-Context Factuality
[
OpenReview]
Oral
Thu Apr 24 07:30 PM -- 07:42 PM (PDT) @ Garnet 212-213 None
MAP: Multi-Human-Value Alignment Palette
[
Slides]
[
OpenReview]
Oral
Thu Apr 24 07:30 PM -- 07:42 PM (PDT) @ Peridot 202-203 None
SD-LoRA: Scalable Decoupled Low-Rank Adaptation for Class Incremental Learning
[
Slides]
[
OpenReview]
Oral Session
Thu Apr 24 07:30 PM -- 09:00 PM (PDT) @ Hall 1 Apex None
Oral Session 3A
Oral Session
Thu Apr 24 07:30 PM -- 09:00 PM (PDT) @ Garnet 213-215 None
Oral Session 3B
Oral Session
Thu Apr 24 07:30 PM -- 09:00 PM (PDT) @ Garnet 216-218 None
Oral Session 3C
Oral Session
Thu Apr 24 07:30 PM -- 09:00 PM (PDT) @ Garnet 212&219 None
Oral Session 3D
Oral Session
Thu Apr 24 07:30 PM -- 09:00 PM (PDT) @ Peridot 202-203 None
Oral Session 3E
Oral Session
Thu Apr 24 07:30 PM -- 09:00 PM (PDT) @ Peridot 204-205 None
Oral Session 3F
Oral
Thu Apr 24 07:42 PM -- 07:54 PM (PDT) @ Peridot 202-203 None
HiRA: Parameter-Efficient Hadamard High-Rank Adaptation for Large Language Models
[
OpenReview]
Oral
Thu Apr 24 07:42 PM -- 07:54 PM (PDT) @ Garnet 212-213 None
Limits to scalable evaluation at the frontier: LLM as judge won’t beat twice the data
[
OpenReview]
Oral
Thu Apr 24 07:42 PM -- 07:54 PM (PDT) @ Peridot 204-205 None
RMP-SAM: Towards Real-Time Multi-Purpose Segment Anything
[
OpenReview]
Oral
Thu Apr 24 07:42 PM -- 07:54 PM (PDT) @ Hall 1 Apex None
REGENT: A Retrieval-Augmented Generalist Agent That Can Act In-Context in New Environments
[
OpenReview]
Oral
Thu Apr 24 07:42 PM -- 07:54 PM (PDT) @ Garnet 216-218 None
STAR: Synthesis of Tailored Architectures
[
OpenReview]
Oral
Thu Apr 24 07:42 PM -- 07:54 PM (PDT) @ Garnet 213-215 None
Steering Protein Family Design through Profile Bayesian Flow
[
OpenReview]
Oral
Thu Apr 24 07:54 PM -- 08:06 PM (PDT) @ Garnet 216-218 None
SANA: Efficient High-Resolution Text-to-Image Synthesis with Linear Diffusion Transformers
[
OpenReview]
Oral
Thu Apr 24 07:54 PM -- 08:06 PM (PDT) @ Garnet 213-215 None
Proteina: Scaling Flow-based Protein Structure Generative Models
[
OpenReview]
Oral
Thu Apr 24 07:54 PM -- 08:06 PM (PDT) @ Garnet 212-213 None
Trust or Escalate: LLM Judges with Provable Guarantees for Human Agreement
[
OpenReview]
Oral
Thu Apr 24 07:54 PM -- 08:06 PM (PDT) @ Peridot 202-203 None
LoRA Done RITE: Robust Invariant Transformation Equilibration for LoRA Optimization
[
OpenReview]
Oral
Thu Apr 24 07:54 PM -- 08:06 PM (PDT) @ Peridot 204-205 None
Open-YOLO 3D: Towards Fast and Accurate Open-Vocabulary 3D Instance Segmentation
[
Slides]
[
OpenReview]
Oral
Thu Apr 24 07:54 PM -- 08:06 PM (PDT) @ Hall 1 Apex None
Differential Transformer
[
OpenReview]
Oral
Thu Apr 24 08:06 PM -- 08:18 PM (PDT) @ Peridot 204-205 None
SAM 2: Segment Anything in Images and Videos
[
OpenReview]
Oral
Thu Apr 24 08:06 PM -- 08:18 PM (PDT) @ Hall 1 Apex None
Context-Parametric Inversion: Why Instruction Finetuning May Not Actually Improve Context Reliance
[
OpenReview]
Oral
Thu Apr 24 08:06 PM -- 08:18 PM (PDT) @ Garnet 213-215 None
Latent Bayesian Optimization via Autoregressive Normalizing Flows
[
OpenReview]
Oral
Thu Apr 24 08:06 PM -- 08:18 PM (PDT) @ Peridot 202-203 None
LaMPlace: Learning to Optimize Cross-Stage Metrics in Macro Placement
[
OpenReview]
Oral
Thu Apr 24 08:06 PM -- 08:18 PM (PDT) @ Garnet 216-218 None
LVSM: A Large View Synthesis Model with Minimal 3D Inductive Bias
[
OpenReview]
Oral
Thu Apr 24 08:06 PM -- 08:18 PM (PDT) @ Garnet 212-213 None
AI as Humanity’s Salieri: Quantifying Linguistic Creativity of Language Models via Systematic Attribution of Machine Text against Web Text
[
Slides]
[
OpenReview]
Oral
Thu Apr 24 08:18 PM -- 08:30 PM (PDT) @ Garnet 216-218 None
LARP: Tokenizing Videos with a Learned Autoregressive Generative Prior
[
OpenReview]
Oral
Thu Apr 24 08:18 PM -- 08:30 PM (PDT) @ Hall 1 Apex None
Do I Know This Entity? Knowledge Awareness and Hallucinations in Language Models
[
OpenReview]
Oral
Thu Apr 24 08:18 PM -- 08:30 PM (PDT) @ Garnet 212-213 None
Consistency Checks for Language Model Forecasters
[
OpenReview]
Oral
Thu Apr 24 08:18 PM -- 08:30 PM (PDT) @ Peridot 204-205 None
EmbodiedSAM: Online Segment Any 3D Thing in Real Time
[
OpenReview]
Oral
Thu Apr 24 08:18 PM -- 08:30 PM (PDT) @ Garnet 213-215 None
Composing Unbalanced Flows for Flexible Docking and Relaxation
[
OpenReview]
Oral
Thu Apr 24 08:18 PM -- 08:30 PM (PDT) @ Peridot 202-203 None
DSPO: Direct Score Preference Optimization for Diffusion Model Alignment
[
OpenReview]
Oral
Thu Apr 24 08:30 PM -- 08:42 PM (PDT) @ Peridot 202-203 None
On the Hölder Stability of Multiset and Graph Neural Networks
[
OpenReview]
Oral
Thu Apr 24 08:30 PM -- 08:42 PM (PDT) @ Garnet 212-213 None
Probabilistic Learning to Defer: Handling Missing Expert Annotations and Controlling Workload Distribution
[
Slides]
[
OpenReview]
Oral
Thu Apr 24 08:30 PM -- 08:42 PM (PDT) @ Garnet 216-218 None
Scaling and evaluating sparse autoencoders
[
OpenReview]
Oral
Thu Apr 24 08:30 PM -- 08:42 PM (PDT) @ Peridot 204-205 None
MOS: Model Synergy for Test-Time Adaptation on LiDAR-Based 3D Object Detection
[
OpenReview]
Oral
Thu Apr 24 08:30 PM -- 08:42 PM (PDT) @ Hall 1 Apex None
Knowing Your Target: Target-Aware Transformer Makes Better Spatio-Temporal Video Grounding
[
Slides]
[
OpenReview]
Break
Thu Apr 24 09:30 PM -- 11:00 PM (PDT) None
Lunch Break (on your own)
Mentorship
Thu Apr 24 09:30 PM -- 10:15 PM (PDT) @ Topaz Concourse None
Mentorship Hour
Expo Talk Panel
Thu Apr 24 10:00 PM -- 11:00 PM (PDT) @ Garnet 213-215 None
Bridging Specialized ML Research and Systematic Investing: Transforming the Research Pipeline
Expo Talk Panel
Thu Apr 24 10:00 PM -- 11:00 PM (PDT) @ Garnet 212&219 None
AutoGluon 1.2: Advancing AutoML with Foundation Models and LLM Agents
Expo Talk Panel
Thu Apr 24 10:00 PM -- 11:00 PM (PDT) @ Peridot 202-203 None
Human Attention is NOT all you need
Expo Talk Panel
Thu Apr 24 10:00 PM -- 11:00 PM (PDT) @ Garnet 216-218 None
EUREKA: Evaluating and Understanding Large Foundation Models
Mentorship
Thu Apr 24 10:15 PM -- 11:00 PM (PDT) @ Topaz Concourse None
Mentorship Hour
Invited Talk
Thu Apr 24 11:00 PM -- 12:00 AM (PDT) @ Hall 1 Apex None
Towards Building Safe and Secure AI: Lessons and Open Challenges
Invited Talk
Thu Apr 24 11:00 PM -- 12:00 AM (PDT) @ Garnet 212-219 & Peridot 202-205 None
Overflow: Towards Building Safe and Secure AI: Lessons and Open Challenges
Break
Fri Apr 25 12:00 AM -- 12:30 AM (PDT) @ Hall 2 None
Break
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #256
Self-Improving Robust Preference Optimization
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #90
Vision-LSTM: xLSTM as Generic Vision Backbone
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #535
Metric-Driven Attributions for Vision Transformers
[
Poster]
[
OpenReview]
Blog Track Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #550
Multi-modal Learning: A Look Back and the Road Ahead
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #341
LiveCodeBench: Holistic and Contamination Free Evaluation of Large Language Models for Code
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #444
Finding and Only Finding Differential Nash Equilibria by Both Pretending to be a Follower
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #301
CSA: Data-efficient Mapping of Unimodal Features to Multimodal Features
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #264
How Does Vision-Language Adaptation Impact the Safety of Vision Language Models?
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #429
Safety-Prioritizing Curricula for Constrained Reinforcement Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #576
QA-Calibration of Language Model Confidence Scores
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #162
LARP: Tokenizing Videos with a Learned Autoregressive Generative Prior
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #616
LoRA-Pro: Are Low-Rank Adapters Properly Optimized?
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #70
Proximal Mapping Loss: Understanding Loss Functions in Crowd Counting & Localization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #470
Efficient Causal Decision Making with One-sided Feedback
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #186
Bonsai: Gradient-free Graph Condensation for Node Classification
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #528
AttriBoT: A Bag of Tricks for Efficiently Approximating Leave-One-Out Context Attribution
[
Slides]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #291
Layer Swapping for Zero-Shot Cross-Lingual Transfer in Large Language Models
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #491
Fluid: Scaling Autoregressive Text-to-image Generative Models with Continuous Tokens
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #518
CHiP: Cross-modal Hierarchical Direct Preference Optimization for Multimodal LLMs
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #85
Chain-of-region: Visual Language Models Need Details for Diagram Analysis
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #101
Track-On: Transformer-based Online Point Tracking with Memory
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #320
Adaptive Energy Alignment for Accelerating Test-Time Adaptation
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #235
Simple is Effective: The Roles of Graphs and Large Language Models in Knowledge-Graph-Based Retrieval-Augmented Generation
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #493
Long-Context Linear System Identification
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #587
3DIS: Depth-Driven Decoupled Image Synthesis for Universal Multi-Instance Generation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #147
ARLON: Boosting Diffusion Transformers with Autoregressive Models for Long Video Generation
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #287
Your Absorbing Discrete Diffusion Secretly Models the Conditional Distributions of Clean Data
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #79
SMITE: Segment Me In TimE
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #365
Transformer Block Coupling and its Correlation with Generalization in LLMs
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #499
MetaOOD: Automatic Selection of OOD Detection Models
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #185
Pushing the Limits of All-Atom Geometric Graph Neural Networks: Pre-Training, Scaling, and Zero-Shot Transfer
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #192
Graph Neural Networks Are More Than Filters: Revisiting and Benchmarking from A Spectral Perspective
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #102
DEEM: Diffusion models serve as the eyes of large language models for image perception
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #543
AdvPaint: Protecting Images from Inpainting Manipulation via Adversarial Attention Disruption
[
Slides]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #611
Federated Residual Low-Rank Adaption of Large Language Models
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #347
Neural Functions for Learning Periodic Signal
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #125
Adaptive Pruning of Pretrained Transformer via Differential Inclusions
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #12
A new framework for evaluating model out-of-distribution generalisation for the biochemical domain
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #448
Algorithmic Stability Based Generalization Bounds for Adversarial Training
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #297
Context Steering: Controllable Personalization at Inference Time
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #558
Multi-Field Adaptive Retrieval
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #331
What to align in multimodal contrastive learning?
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #416
Reinforcement learning with combinatorial actions for coupled restless bandits
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #422
Accelerating Goal-Conditioned Reinforcement Learning Algorithms and Research
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #176
Denoising as Adaptation: Noise-Space Domain Adaptation for Image Restoration
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #3
CheapNet: Cross-attention on Hierarchical representations for Efficient protein-ligand binding Affinity Prediction
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #446
Regret-Optimal List Replicable Bandit Learning: Matching Upper and Lower Bounds
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #64
TexTailor: Customized Text-aligned Texturing via Effective Resampling
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #220
LoLCATs: On Low-Rank Linearizing of Large Language Models
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #174
SymDiff: Equivariant Diffusion via Stochastic Symmetrisation
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #461
Probing the Latent Hierarchical Structure of Data via Diffusion Models
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #354
From Layers to States: A State Space Model Perspective to Deep Neural Network Layer Dynamics
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #65
Language-Assisted Feature Transformation for Anomaly Detection
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #595
Grounding Video Models to Actions through Goal Conditioned Exploration
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #83
Leveraging Driver Field-of-View for Multimodal Ego-Trajectory Prediction
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #245
HiRA: Parameter-Efficient Hadamard High-Rank Adaptation for Large Language Models
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #273
Unveiling the Magic of Code Reasoning through Hypothesis Decomposition and Amendment
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #566
Towards Unbiased Learning in Semi-Supervised Semantic Segmentation
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #55
Beyond single neurons: population response geometry in digital twins of mouse visual cortex
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #621
Improving Data Efficiency via Curating LLM-Driven Rating Systems
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #500
RECAST: Reparameterized, Compact weight Adaptation for Sequential Tasks
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #580
Retrieval Head Mechanistically Explains Long-Context Factuality
[
Slides]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #124
MambaPEFT: Exploring Parameter-Efficient Fine-Tuning for Mamba
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #164
Generalized Consistency Trajectory Models for Image Manipulation
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #141
The Superposition of Diffusion Models Using the Itô Density Estimator
[
Slides]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #173
TweedieMix: Improving Multi-Concept Fusion for Diffusion-based Image/Video Generation
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #385
A Coefficient Makes SVRG Effective
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #195
Homomorphism Counts as Structural Encodings for Graph Learning
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #309
Understanding the Stability-based Generalization of Personalized Federated Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #84
Bringing NeRFs to the Latent Space: Inverse Graphics Autoencoder
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #540
First-Person Fairness in Chatbots
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #494
Expand and Compress: Exploring Tuning Principles for Continual Spatio-Temporal Graph Forecasting
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #627
PIORF: Physics-Informed Ollivier-Ricci Flow for Long–Range Interactions in Mesh Graph Neural Networks
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #594
SRSA: Skill Retrieval and Adaptation for Robotic Assembly Tasks
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #530
The Computational Complexity of Circuit Discovery for Inner Interpretability
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #240
MAP: Multi-Human-Value Alignment Palette
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #460
Near-Optimal Policy Identification in Robust Constrained Markov Decision Processes via Epigraph Form
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #399
Efficient Discovery of Pareto Front for Multi-Objective Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #640
Distilled Decoding 1: One-step Sampling of Image Auto-regressive Models with Flow Matching
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #282
Forgetting Transformer: Softmax Attention with a Forget Gate
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #575
Intermediate Layer Classifiers for OOD generalization
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #175
Positive-Unlabeled Diffusion Models for Preventing Sensitive Data Generation
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #25
Context Clues: Evaluating Long Context Models for Clinical Prediction Tasks on EHR Data
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #243
Model Equality Testing: Which Model is this API Serving?
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #391
M^3PC: Test-time Model Predictive Control using Pretrained Masked Trajectory Model
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #106
Lotus: Diffusion-based Visual Foundation Model for High-quality Dense Prediction
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #144
Pyramidal Flow Matching for Efficient Video Generative Modeling
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #127
Multimodal Unsupervised Domain Generalization by Retrieving Across the Modality Gap
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #529
NeurFlow: Interpreting Neural Networks through Neuron Groups and Functional Interactions
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #477
An Information Criterion for Controlled Disentanglement of Multimodal Data
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #383
LoRA Done RITE: Robust Invariant Transformation Equilibration for LoRA Optimization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #496
CoMRes: Semi-Supervised Time Series Forecasting Utilizing Consensus Promotion of Multi-Resolution
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #413
A Policy-Gradient Approach to Solving Imperfect-Information Games with Best-Iterate Convergence
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #626
Retri3D: 3D Neural Graphics Representation Retrieval
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #394
Self-Improvement for Neural Combinatorial Optimization: Sample Without Replacement, but Improvement
[
Poster]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #398
Efficient Model-Based Reinforcement Learning Through Optimistic Thompson Sampling
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #522
ReDeEP: Detecting Hallucination in Retrieval-Augmented Generation via Mechanistic Interpretability
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #40
Generating Freeform Endoskeletal Robots
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #630
Demystifying the Token Dynamics of Deep Selective State Space Models
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #88
Cafe-Talk: Generating 3D Talking Face Animation with Multimodal Coarse- and Fine-grained Control
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #633
Robust Transfer of Safety-Constrained Reinforcement Learning Agents
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #107
An Image is Worth More Than 16x16 Patches: Exploring Transformers on Individual Pixels
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #406
TOP-ERL: Transformer-based Off-Policy Episodic Reinforcement Learning
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #75
Open-YOLO 3D: Towards Fast and Accurate Open-Vocabulary 3D Instance Segmentation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #51
BrainUICL: An Unsupervised Individual Continual Learning Framework for EEG Applications
[
Poster]
[
OpenReview]
Blog Track Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #551
Do vision models perceive objects like toddlers ?
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #9
E(3)-equivariant models cannot learn chirality: Field-based molecular generation
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #134
Differential Transformer
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #596
Adaptive backtracking for faster optimization
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #93
Knowing Your Target: Target-Aware Transformer Makes Better Spatio-Temporal Video Grounding
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #324
Adversarial Perturbations Cannot Reliably Protect Artists From Generative AI
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #201
Joint Graph Rewiring and Feature Denoising via Spectral Resonance
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #232
STAR: Synthesis of Tailored Architectures
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #183
GLoRa: A Benchmark to Evaluate the Ability to Learn Long-Range Dependencies in Graphs
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #61
Brain-inspired $L_p$-Convolution benefits large kernels and aligns better with visual cortex
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #249
NeSyC: A Neuro-symbolic Continual Learner For Complex Embodied Tasks in Open Domains
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #206
Perplexed by Perplexity: Perplexity-Based Data Pruning With Small Reference Models
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #159
Data Unlearning in Diffusion Models
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #194
Equivariant Denoisers Cannot Copy Graphs: Align Your Graph Diffusion Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #480
CoRNStack: High-Quality Contrastive Data for Better Code Retrieval and Reranking
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #361
Differentiation and Specialization of Attention Heads via the Refined Local Learning Coefficient
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #502
Fine-Tuning Attention Modules Only: Enhancing Weight Disentanglement in Task Arithmetic
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #388
Long-Short Decision Transformer: Bridging Global and Local Dependencies for Generalized Decision-Making
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #367
Effective Interplay between Sparsity and Quantization: From Theory to Practice
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #237
A Multi-Power Law for Loss Curve Prediction Across Learning Rate Schedules
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #281
Think-on-Graph 2.0: Deep and Faithful Large Language Model Reasoning with Knowledge-guided Retrieval Augmented Generation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #87
Weighted Multi-Prompt Learning with Description-free Large Language Model Distillation
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #358
Robust Weight Initialization for Tanh Neural Networks with Fixed Point Analysis
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #613
Why Does the Effective Context Length of LLMs Fall Short?
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #50
In vivo cell-type and brain region classification via multimodal contrastive learning
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #484
Learning Partial Graph Matching via Optimal Partial Transport
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #143
Not-So-Optimal Transport Flows for 3D Point Cloud Generation
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #129
Training-Free Dataset Pruning for Instance Segmentation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #308
Enhance Multi-View Classification Through Multi-Scale Alignment and Expanded Boundary
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #364
Open-Set Graph Anomaly Detection via Normal Structure Regularisation
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #509
Towards hyperparameter-free optimization with differential privacy
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #381
Methods for Convex $(L_0,L_1)$-Smooth Optimization: Clipping, Acceleration, and Adaptivity
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #333
Breaking the Reclustering Barrier in Centroid-based Deep Clustering
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #457
GeoLoRA: Geometric integration for parameter efficient fine-tuning
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #330
Universal Image Restoration Pre-training via Degradation Classification
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #91
State Space Model Meets Transformer: A New Paradigm for 3D Object Detection
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #336
REVISITING MULTI-PERMUTATION EQUIVARIANCE THROUGH THE LENS OF IRREDUCIBLE REPRESENTATIONS
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #316
Targeted Attack Improves Protection against Unauthorized Diffusion Customization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #257
Radar: Fast Long-Context Decoding for Any Transformer
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #434
Bayesian Experimental Design Via Contrastive Diffusions
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #157
Diffusion Models as Cartoonists: The Curious Case of High Density Regions
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #26
Improved Sampling Of Diffusion Models In Fluid Dynamics With Tweedie's Formula
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #17
Estimation of single-cell and tissue perturbation effect in spatial transcriptomics via Spatial Causal Disentanglement
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #573
Hot-pluggable Federated Learning: Bridging General and Personalized FL via Dynamic Selection
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #423
A Black Swan Hypothesis: The Role of Human Irrationality in AI Safety
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #366
Analysis of Linear Mode Connectivity via Permutation-Based Weight Matching: With Insights into Other Permutation Search Methods
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #29
Beyond Circuit Connections: A Non-Message Passing Graph Transformer Approach for Quantum Error Mitigation
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #290
NovelQA: Benchmarking Question Answering on Documents Exceeding 200K Tokens
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #440
Approximating Full Conformal Prediction for Neural Network Regression with Gauss-Newton Influence
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #128
Arithmetic Transformers Can Length-Generalize in Both Operand Length and Count
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #92
Bridging Information Asymmetry in Text-video Retrieval: A Data-centric Approach
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #39
Sensor-Invariant Tactile Representation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #104
6DGS: Enhanced Direction-Aware Gaussian Splatting for Volumetric Rendering
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #536
Mechanism and Emergence of Stacked Attention Heads in Multi-Layer Transformers
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #321
Towards Understanding the Robustness of Diffusion-Based Purification: A Stochastic Perspective
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #97
Beyond FVD: An Enhanced Evaluation Metrics for Video Generation Distribution Quality
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #38
ET-SEED: EFFICIENT TRAJECTORY-LEVEL SE(3) EQUIVARIANT DIFFUSION POLICY
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #508
Probabilistic Learning to Defer: Handling Missing Expert Annotations and Controlling Workload Distribution
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #578
Lumina-T2X: Scalable Flow-based Large Diffusion Transformer for Flexible Resolution Generation
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #437
E-Valuating Classifier Two-Sample Tests
[
Poster]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #214
Test of Time: A Benchmark for Evaluating LLMs on Temporal Reasoning
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #285
Quest: Query-centric Data Synthesis Approach for Long-context Scaling of Large Language Model
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #438
Credal Wrapper of Model Averaging for Uncertainty Estimation in Classification
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #216
Steering Large Language Models between Code Execution and Textual Reasoning
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #570
3D-Properties: Identifying Challenges in DPO and Charting a Path Forward
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #583
SLMRec: Distilling Large Language Models into Small for Sequential Recommendation
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #492
Learning Successor Features with Distributed Hebbian Temporal Memory
[
Slides]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #100
Visually Guided Decoding: Gradient-Free Hard Prompt Inversion with Language Models
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #495
Error-quantified Conformal Inference for Time Series
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #307
Control-oriented Clustering of Visual Latent Representation
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #43
A deep inverse-mapping model for a flapping robotic wing
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #562
SPA: 3D Spatial-Awareness Enables Effective Embodied Representation
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #130
Plug, Play, and Generalize: Length Extrapolation with Pointer-Augmented Neural Memory
[
Poster]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #475
Simulating Training Dynamics to Reconstruct Training Data from Deep Neural Networks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #30
RESuM: A Rare Event Surrogate Model for Physics Detector Design
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #52
SIMPL: Scalable and hassle-free optimisation of neural representations from behaviour
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #360
Unsupervised Model Tree Heritage Recovery
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #32
PINP: Physics-Informed Neural Predictor with latent estimation of fluid flows
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #103
Articulate-Anything: Automatic Modeling of Articulated Objects via a Vision-Language Foundation Model
[
Slides]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #617
Real-Time Video Generation with Pyramid Attention Broadcast
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #639
SBSC: Step-by-Step Coding for Improving Mathematical Olympiad Performance
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #296
(Mis)Fitting Scaling Laws: A Survey of Scaling Law Fitting Techniques in Deep Learning
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #386
An Optimal Discriminator Weighted Imitation Perspective for Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #510
Does Training with Synthetic Data Truly Protect Privacy?
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #516
Wicked Oddities: Selectively Poisoning for Effective Clean-Label Backdoor Attacks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #619
Fundamental Limits of Prompt Tuning Transformers: Universality, Capacity and Efficiency
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #608
Pangea: A Fully Open Multilingual Multimodal LLM for 39 Languages
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #581
DataGen: Unified Synthetic Dataset Generation via Large Language Models
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #46
TS-LIF: A Temporal Segment Spiking Neuron Network for Time Series Forecasting
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #211
DeepRTL: Bridging Verilog Understanding and Generation with a Unified Representation Model
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #532
$\text{I}^2\text{AM}$: Interpreting Image-to-Image Latent Diffusion Models via Bi-Attribution Maps
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #295
MACPO: Weak-to-Strong Alignment via Multi-Agent Contrastive Preference Optimization
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #265
Teaching Human Behavior Improves Content Understanding Abilities Of VLMs
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #346
Continual Slow-and-Fast Adaptation of Latent Neural Dynamics (CoSFan): Meta-Learning What-How & When to Adapt
[
Slides]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #244
Spurious Forgetting in Continual Learning of Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #187
Shapley-Guided Utility Learning for Effective Graph Inference Data Valuation
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #86
MamBEV: Enabling State Space Models to Learn Birds-Eye-View Representations
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #338
On the Optimization and Generalization of Two-layer Transformers with Sign Gradient Descent
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #28
Discretization-invariance? On the Discretization Mismatch Errors in Neural Operators
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #156
Continuous Diffusion for Mixed-Type Tabular Data
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #512
Differentially private optimization for non-decomposable objective functions
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #474
Counterfactual Realizability
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #411
DoF: A Diffusion Factorization Framework for Offline Multi-Agent Reinforcement Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #472
THE ROBUSTNESS OF DIFFERENTIABLE CAUSAL DISCOVERY IN MISSPECIFIED SCENARIOS
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #601
Decision Tree Induction Through LLMs via Semantically-Aware Evolution
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #541
SORRY-Bench: Systematically Evaluating Large Language Model Safety Refusal
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #404
Online-to-Offline RL for Agent Alignment
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #569
DenseMatcher: Learning 3D Semantic Correspondence for Category-Level Manipulation from a Single Demo
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #373
Competitive Fair Scheduling with Predictions
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #513
Differentially Private Federated Learning with Time-Adaptive Privacy Spending
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #306
Gramian Multimodal Representation Learning and Alignment
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #208
Procedural Knowledge in Pretraining Drives Reasoning in Large Language Models
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #317
Can We Ignore Labels in Out of Distribution Detection?
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #579
The Ramanujan Library - Automated Discovery on the Hypergraph of Integer Relations
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #567
PICASO: Permutation-Invariant Context Composition with State Space Models
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #557
RMP-SAM: Towards Real-Time Multi-Purpose Segment Anything
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #121
AI2TALE: An Innovative Information Theory-based Approach for Learning to Localize Phishing Attacks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #246
Trust or Escalate: LLM Judges with Provable Guarantees for Human Agreement
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #13
Enhancing the Scalability and Applicability of Kohn-Sham Hamiltonians for Molecular Systems
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #454
Bandit Learning in Matching Markets with Indifference
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #5
Proteina: Scaling Flow-based Protein Structure Generative Models
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #113
Mitigating Object Hallucination in MLLMs via Data-augmented Phrase-level Alignment
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #99
SynCamMaster: Synchronizing Multi-Camera Video Generation from Diverse Viewpoints
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #203
Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #302
Towards Scalable Topological Regularizers
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #488
Universal Sharpness Dynamics in Neural Network Training: Fixed Point Analysis, Edge of Stability, and Route to Chaos
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #403
Conflict-Averse Gradient Aggregation for Constrained Multi-Objective Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #168
Eliminating Oversaturation and Artifacts of High Guidance Scales in Diffusion Models
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #255
Attributing Culture-Conditioned Generations to Pretraining Corpora
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #262
X-ALMA: Plug & Play Modules and Adaptive Rejection for Quality Translation at Scale
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #279
Quamba: A Post-Training Quantization Recipe for Selective State Space Models
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #35
SmartPretrain: Model-Agnostic and Dataset-Agnostic Representation Learning for Motion Prediction
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #252
Probe Pruning: Accelerating LLMs through Dynamic Pruning via Model-Probing
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #481
ColPali: Efficient Document Retrieval with Vision Language Models
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #487
Divergence-enhanced Knowledge-guided Context Optimization for Visual-Language Prompt Tuning
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #181
Physics-Informed Diffusion Models
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #323
Functional Homotopy: Smoothing Discrete Optimization via Continuous Parameters for LLM Jailbreak Attacks
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #489
Test-time Adaptation for Regression by Subspace Alignment
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #224
Kolmogorov-Arnold Transformer
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #152
Autoregressive Video Generation without Vector Quantization
[
Slides]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #395
Langevin Soft Actor-Critic: Efficient Exploration through Uncertainty-Driven Critic Learning
[
Slides]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #314
Re-Evaluating the Impact of Unseen-Class Unlabeled Data on Semi-Supervised Learning Model
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #250
Do I Know This Entity? Knowledge Awareness and Hallucinations in Language Models
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #276
Do Vision & Language Decoders use Images and Text equally? How Self-consistent are their Explanations?
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #280
Towards Federated RLHF with Aggregated Client Preference for LLMs
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #219
CraftRTL: High-quality Synthetic Data Generation for Verilog Code Models with Correct-by-Construction Non-Textual Representations and Targeted Code Repair
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #559
DiffPuter: Empowering Diffusion Models for Missing Data Imputation
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #375
Latent Bayesian Optimization via Autoregressive Normalizing Flows
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #36
ReGen: Generative Robot Simulation via Inverse Design
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #215
metabench - A Sparse Benchmark of Reasoning and Knowledge in Large Language Models
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #218
MIA-Bench: Towards Better Instruction Following Evaluation of Multimodal LLMs
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #139
Diffusion-NPO: Negative Preference Optimization for Better Preference Aligned Generation of Diffusion Models
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #188
Separation Power of Equivariant Neural Networks
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #357
IFORMER: INTEGRATING CONVNET AND TRANSFORMER FOR MOBILE APPLICATION
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #355
Tuning Frequency Bias of State Space Models
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #230
Rational Decision-Making Agent with Learning Internal Utility Judgment
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #377
Adaptive Gradient Clipping for Robust Federated Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #402
Language Guided Skill Discovery
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #348
Locally Connected Echo State Networks for Time Series Forecasting
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #158
CTSyn: A Foundation Model for Cross Tabular Data Generation
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #425
REGENT: A Retrieval-Augmented Generalist Agent That Can Act In-Context in New Environments
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #80
YOLO-RD: Introducing Relevant and Compact Explicit Knowledge to YOLO by Retriever-Dictionary
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #497
Mastering Task Arithmetic: $\tau$Jp as a Key Indicator for Weight Disentanglement
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #344
Decomposition Polyhedra of Piecewise Linear Functions
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #228
Implicit In-context Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #469
Model-agnostic meta-learners for estimating heterogeneous treatment effects over time
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #638
Param$\Delta$ for Direct Mixing: Post-Train Large Language Model At Zero Cost
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #24
Hierarchical Uncertainty Estimation for Learning-based Registration in Neuroimaging
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #467
Efficient and Trustworthy Causal Discovery with Latent Variables and Complex Relations
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #22
PaPaGei: Open Foundation Models for Optical Physiological Signals
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #400
Looking Backward: Retrospective Backward Synthesis for Goal-Conditioned GFlowNets
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #242
Robotouille: An Asynchronous Planning Benchmark for LLM Agents
[
Slides]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #126
Semantic Aware Representation Learning for Lifelong Learning
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #212
VisualAgentBench: Towards Large Multimodal Models as Visual Foundation Agents
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #527
Sparse Autoencoders Do Not Find Canonical Units of Analysis
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #209
Learning Diverse Attacks on Large Language Models for Robust Red-Teaming and Safety Tuning
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #417
Epistemic Monte Carlo Tree Search
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #369
Accelerating Training with Neuron Interaction and Nowcasting Networks
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #428
Handling Delay in Real-Time Reinforcement Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #45
Learning vector fields of differential equations on manifolds with geometrically constrained operator-valued kernels
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #350
Scalable Mechanistic Neural Networks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #199
Temporal Heterogeneous Graph Generation with Privacy, Utility, and Efficiency
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #592
Learning Robust Representations with Long-Term Information for Generalization in Visual Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #198
Graph Neural Networks Can (Often) Count Substructures
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #450
Theory on Mixture-of-Experts in Continual Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #288
Emerging Safety Attack and Defense in Federated Instruction Tuning of Large Language Models
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #412
IntersectionZoo: Eco-driving for Benchmarking Multi-Agent Contextual Reinforcement Learning
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #69
High-dimension Prototype is a Better Incremental Object Detection Learner
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #54
BLEND: Behavior-guided Neural Population Dynamics Modeling via Privileged Knowledge Distillation
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #310
Interpreting Global Perturbation Robustness of Image Models using Axiomatic Spectral Importance Decomposition
[
Slides]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #468
Do Contemporary Causal Inference Models Capture Real-World Heterogeneity? Findings from a Large-Scale Benchmark
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #217
MathGAP: Out-of-Distribution Evaluation on Problems with Arbitrarily Complex Proofs
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #393
Fewer May Be Better: Enhancing Offline Reinforcement Learning with Reduced Dataset
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #351
Efficient Source-Free Time-Series Adaptation via Parameter Subspace Disentanglement
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #72
Reconstructive Visual Instruction Tuning
[
Slides]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #397
Episodic Novelty Through Temporal Distance
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #298
Revisiting In-context Learning Inference Circuit in Large Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #353
Neural Wave Equation for Irregularly Sampled Sequence Data
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #229
ExACT: Teaching AI Agents to Explore with Reflective-MCTS and Exploratory Learning
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #631
4K4DGen: Panoramic 4D Generation at 4K Resolution
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #519
Local-Prompt: Extensible Local Prompts for Few-Shot Out-of-Distribution Detection
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #269
Dynamic-LLaVA: Efficient Multimodal Large Language Models via Dynamic Vision-language Context Sparsification
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #505
FedTMOS: Efficient One-Shot Federated Learning with Tsetlin Machine
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #177
Linear combinations of latents in generative models: subspaces and beyond
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #554
AdvWave: Stealthy Adversarial Jailbreak Attack against Large Audio-Language Models
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #600
SlowFast-VGen: Slow-Fast Learning for Action-Driven Long Video Generation
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #271
CURIE: Evaluating LLMs on Multitask Scientific Long-Context Understanding and Reasoning
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #283
Safety Alignment Should be Made More Than Just a Few Tokens Deep
[
Slides]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #274
Taming Overconfidence in LLMs: Reward Calibration in RLHF
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #465
Time After Time: Deep-Q Effect Estimation for Interventions on When and What to do
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #401
PWM: Policy Learning with Multi-Task World Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #182
EgoSim: Egocentric Exploration in Virtual Worlds with Multi-modal Conditioning
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #120
SPORTU: A Comprehensive Sports Understanding Benchmark for Multimodal Large Language Models
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #223
GSM-Symbolic: Understanding the Limitations of Mathematical Reasoning in Large Language Models
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #77
SAM 2: Segment Anything in Images and Videos
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #376
Learning Dynamics of LLM Finetuning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #539
Programming Refusal with Conditional Activation Steering
[
Slides]
[
Poster]
[
OpenReview]
Blog Track Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #553
Building Blocks of Differentially Private Training
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #145
Hummingbird: High Fidelity Image Generation via Multimodal Context Alignment
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #169
Ensembling Diffusion Models via Adaptive Feature Aggregation
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #44
TVNet: A Novel Time Series Analysis Method Based on Dynamic Convolution and 3D-Variation
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #585
The Directionality of Optimization Trajectories in Neural Networks
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #636
Scaling and evaluating sparse autoencoders
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #629
Locality Alignment Improves Vision-Language Models
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #593
LVSM: A Large View Synthesis Model with Minimal 3D Inductive Bias
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #349
Can LLMs Understand Time Series Anomalies?
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #117
Strength Estimation and Human-Like Strength Adjustment in Games
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #599
Discovering Group Structures via Unitary Representation Learning
[
Slides]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #153
CubeDiff: Repurposing Diffusion-Based Image Models for Panorama Generation
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #275
BitStack: Any-Size Compression of Large Language Models in Variable Memory Environments
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #390
Offline Hierarchical Reinforcement Learning via Inverse Optimization
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #270
Language models scale reliably with over-training and on downstream tasks
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #116
Aria-MIDI: A Dataset of Piano MIDI Files for Symbolic Music Modeling
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #14
DEPfold: RNA Secondary Structure Prediction as Dependency Parsing.
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #384
Collaborative Discrete-Continuous Black-Box Prompt Learning for Language Models
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #342
Training Nonlinear Transformers for Chain-of-Thought Inference: A Theoretical Generalization Analysis
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #266
Weighted-Reward Preference Optimization for Implicit Model Fusion
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #537
BBCaL: Black-box Backdoor Detection under the Causality Lens
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #542
Mind Control through Causal Inference: Predicting Clean Images from Poisoned Data
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #329
Equivariant Masked Position Prediction for Efficient Molecular Representation
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #374
Optimizing Posterior Samples for Bayesian Optimization via Rootfinding
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #71
Streaming Video Question-Answering with In-context Video KV-Cache Retrieval
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #304
An Exploration with Entropy Constrained 3D Gaussians for 2D Video Compression
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #89
HiSplat: Hierarchical 3D Gaussian Splatting for Generalizable Sparse-View Reconstruction
[
Slides]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #111
TASAR: Transfer-based Attack on Skeletal Action Recognition
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #197
N-ForGOT: Towards Not-forgetting and Generalization of Open Temporal Graph Learning
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #574
A Robust Method to Discover Causal or Anticausal Relation
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #95
Dense Video Object Captioning from Disjoint Supervision
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #2
Integrating Protein Dynamics into Structure-Based Drug Design via Full-Atom Stochastic Flows
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #167
Hybrid Regularization Improves Diffusion-based Inverse Problem Solving
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #284
Consistency Checks for Language Model Forecasters
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #485
Coreset Spectral Clustering
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #19
Moner: Motion Correction in Undersampled Radial MRI with Unsupervised Neural Representation
[
Slides]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #624
BenTo: Benchmark Reduction with In-Context Transferability
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #278
OpenMathInstruct-2: Accelerating AI for Math with Massive Open-Source Instruction Data
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #81
PaRa: Personalizing Text-to-Image Diffusion via Parameter Rank Reduction
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #563
MTU-Bench: A Multi-granularity Tool-Use Benchmark for Large Language Models
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #294
Learning Evolving Tools for Large Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #150
The Crystal Ball Hypothesis in diffusion models: Anticipating object positions from initial noise
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #589
Multi-Draft Speculative Sampling: Canonical Decomposition and Theoretical Limits
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #105
CapeX: Category-Agnostic Pose Estimation from Textual Point Explanation
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #408
On the Linear Speedup of Personalized Federated Reinforcement Learning with Shared Representations
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #459
Revisiting a Design Choice in Gradient Temporal Difference Learning
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #74
I2VControl-Camera: Precise Video Camera Control with Adjustable Motion Strength
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #445
Stochastic Semi-Gradient Descent for Learning Mean Field Games with Population-Aware Function Approximation
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #476
Modeling Complex System Dynamics with Flow Matching Across Time and Conditions
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #501
Progressive Parameter Efficient Transfer Learning for Semantic Segmentation
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #109
Latent Radiance Fields with 3D-aware 2D Representations
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #523
Factor Graph-based Interpretable Neural Networks
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #478
Towards a learning theory of representation alignment
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #82
Sketch2Diagram: Generating Vector Diagrams from Hand-Drawn Sketches
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #180
Dynamic Diffusion Transformer
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #20
ACES: Automatic Cohort Extraction System for Event-Stream Datasets
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #430
MIA-DPO: Multi-Image Augmented Direct Preference Optimization For Large Vision-Language Models
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #618
AI as Humanity’s Salieri: Quantifying Linguistic Creativity of Language Models via Systematic Attribution of Machine Text against Web Text
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #200
Beyond Canonicalization: How Tensorial Messages Improve Equivariant Message Passing
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #247
Polyrating: A Cost-Effective and Bias-Aware Rating System for LLM Evaluation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #67
Graph-Guided Scene Reconstruction from Images with 3D Gaussian Splatting
[
Slides]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #190
Unifying Unsupervised Graph-Level Anomaly Detection and Out-of-Distribution Detection: A Benchmark
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #48
W-PCA Based Gradient-Free Proxy for Efficient Search of Lightweight Language Models
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #359
Revisiting text-to-image evaluation with Gecko: on metrics, prompts, and human rating
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #151
IV-mixed Sampler: Leveraging Image Diffusion Models for Enhanced Video Synthesis
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #471
A Meta-Learning Approach to Bayesian Causal Discovery
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #293
Improving Instruction-Following in Language Models through Activation Steering
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #620
UniDrive: Towards Universal Driving Perception Across Camera Configurations
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #623
Unearthing Skill-level Insights for Understanding Trade-offs of Foundation Models
[
Slides]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #328
The "Law'' of the Unconscious Contrastive Learner: Probabilistic Alignment of Unpaired Modalities
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #318
Autonomous Evaluation of LLMs for Truth Maintenance and Reasoning Tasks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #345
TimeMixer++: A General Time Series Pattern Machine for Universal Predictive Analysis
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #414
Online Reinforcement Learning in Non-Stationary Context-Driven Environments
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #586
Beyond Model Collapse: Scaling Up with Synthesized Data Requires Verification
[
Slides]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #31
KinFormer: Generalizable Dynamical Symbolic Regression for Catalytic Organic Reaction Kinetics
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #498
SD-LoRA: Scalable Decoupled Low-Rank Adaptation for Class Incremental Learning
[
Slides]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #322
Boosting Ray Search Procedure of Hard-label Attacks with Transfer-based Priors
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #154
SANA: Efficient High-Resolution Text-to-Image Synthesis with Linear Diffusion Transformers
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #506
CLDyB: Towards Dynamic Benchmarking for Continual Learning with Pre-trained Models
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #405
Semantic Temporal Abstraction via Vision-Language Model Guidance for Efficient Reinforcement Learning
[
Slides]
[
Poster]
[
OpenReview]
Blog Track Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #552
Multi-LLM-Agents Debate - Performance, Efficiency, and Scaling Challenges
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #136
Graph Transformers Dream of Electric Flow
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #538
Multimodal Situational Safety
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #184
Multi-Label Node Classification with Label Influence Propagation
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #479
Neural networks on Symmetric Spaces of Noncompact Type
[
Slides]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #73
Consistent Flow Distillation for Text-to-3D Generation
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #170
Dreamweaver: Learning Compositional World Models from Pixels
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #634
What Are Good Positional Encodings for Directed Graphs?
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #196
Greener GRASS: Enhancing GNNs with Encoding, Rewiring, and Attention
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #431
Uncertainty and Influence aware Reward Model Refinement for Reinforcement Learning from Human Feedback
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #253
Small Models are LLM Knowledge Triggers for Medical Tabular Prediction
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #407
Discrete GCBF Proximal Policy Optimization for Multi-agent Safe Optimal Control
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #163
Truncated Consistency Models
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #205
Planning Anything with Rigor: General-Purpose Zero-Shot Planning with LLM-based Formalized Programming
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #382
Few for Many: Tchebycheff Set Scalarization for Many-Objective Optimization
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #166
Bridging Context Gaps: Leveraging Coreference Resolution for Long Contextual Understanding
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #409
Efficient Multi-agent Offline Coordination via Diffusion-based Trajectory Stitching
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #486
Unsupervised Multiple Kernel Learning for Graphs via Ordinality Preservation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #8
ChemAgent: Self-updating Memories in Large Language Models Improves Chemical Reasoning
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #11
NExT-Mol: 3D Diffusion Meets 1D Language Modeling for 3D Molecule Generation
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #78
X-Drive: Cross-modality Consistent Multi-Sensor Data Synthesis for Driving Scenarios
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #149
Restructuring Vector Quantization with the Rotation Trick
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #511
The Last Iterate Advantage: Empirical Auditing and Principled Heuristic Analysis of Differentially Private SGD
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #436
Extendable and Iterative Structure Learning Strategy for Bayesian Networks
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #545
Jailbreak Antidote: Runtime Safety-Utility Balance via Sparse Representation Adjustment in Large Language Models
[
Slides]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #289
Self-Correcting Decoding with Generative Feedback for Mitigating Hallucinations in Large Vision-Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #515
Near-Exact Privacy Amplification for Matrix Mechanisms
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #311
Tamper-Resistant Safeguards for Open-Weight LLMs
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #303
Words in Motion: Extracting Interpretable Control Vectors for Motion Transformers
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #171
Ctrl-U: Robust Conditional Image Generation via Uncertainty-aware Reward Modeling
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #63
6D Object Pose Tracking in Internet Videos for Robotic Manipulation
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #555
RTDiff: Reverse Trajectory Synthesis via Diffusion for Offline Reinforcement Learning
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #340
Learning Hierarchical Polynomials of Multiple Nonlinear Features
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #441
Test-Time Ensemble via Linear Mode Connectivity: A Path to Better Adaptation
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #6
REBIND: Enhancing Ground-state Molecular Conformation Prediction via Force-Based Graph Rewiring
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #556
Are Transformers Able to Reason by Connecting Separated Knowledge in Training Data?
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #547
SafeWatch: An Efficient Safety-Policy Following Video Guardrail Model with Transparent Explanations
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #439
Connecting Federated ADMM to Bayes
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #15
Hyperbolic Genome Embeddings
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #133
Memory Mosaics
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #234
Gradient-Free Generation for Hard-Constrained Systems
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #251
Does Spatial Cognition Emerge in Frontier Models?
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #213
Smaller, Weaker, Yet Better: Training LLM Reasoners via Compute-Optimal Sampling
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #23
Large-scale and Fine-grained Vision-language Pre-training for Enhanced CT Image Understanding
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #4
3DMolFormer: A Dual-channel Framework for Structure-based Drug Discovery
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #27
Wavelet Diffusion Neural Operator
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #571
Hymba: A Hybrid-head Architecture for Small Language Models
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #334
A Rainbow in Deep Network Black Boxes
[
JMLR]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #451
Limits to scalable evaluation at the frontier: LLM as judge won’t beat twice the data
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #504
Multimodality Helps Few-shot 3D Point Cloud Semantic Segmentation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #337
Generalizability of Neural Networks Minimizing Empirical Risk Based on Expressive Power
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #179
Adding Conditional Control to Diffusion Models with Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #258
Samba: Simple Hybrid State Space Models for Efficient Unlimited Context Language Modeling
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #607
Dissecting Adversarial Robustness of Multimodal LM Agents
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #564
Wayward Concepts In Multimodal Models
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #606
LaMPlace: Learning to Optimize Cross-Stage Metrics in Macro Placement
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #110
High-Precision Dichotomous Image Segmentation via Probing Diffusion Capacity
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #76
PIN: Prolate Spheroidal Wave Function-based Implicit Neural Representations
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #21
GANDALF: Generative AttentioN based Data Augmentation and predictive modeLing Framework for personalized cancer treatment
[
Slides]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #632
Monte Carlo Planning with Large Language Model for Text-Based Game Agents
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #132
TidalDecode: Fast and Accurate LLM Decoding with Position Persistent Sparse Attention
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #615
Vision Language Models are In-Context Value Learners
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #263
Modeling Future Conversation Turns to Teach LLMs to Ask Clarifying Questions
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #418
Solving New Tasks by Adapting Internet Video Knowledge
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #286
LiveBench: A Challenging, Contamination-Limited LLM Benchmark
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #210
MoS: Unleashing Parameter Efficiency of Low-Rank Adaptation with Mixture of Shards
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #305
$\mathbb{X}$-Sample Contrastive Loss: Improving Contrastive Learning with Sample Similarity Graphs
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #10
cryoSPHERE: Single-Particle HEterogeneous REconstruction from cryo EM
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #433
Bridging the Gap between Variational Inference and Stochastic Gradient MCMC in Function Space
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #33
STRAP: Robot Sub-Trajectory Retrieval for Augmented Policy Learning
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #561
Unlearn and Burn: Adversarial Machine Unlearning Requests Destroy Model Accuracy
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #458
Probabilistic Conformal Prediction with Approximate Conditional Validity
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #315
Confidence Elicitation: A New Attack Vector for Large Language Models
[
Slides]
[
Poster]
[
OpenReview]
Blog Track Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #549
A Visual Dive into Conditional Flow Matching
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #464
Incremental Causal Effect for Time to Treatment Initialization
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #524
RankSHAP: Shapley Value Based Feature Attributions for Learning to Rank
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #572
FormalAlign: Automated Alignment Evaluation for Autoformalization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #352
DeciMamba: Exploring the Length Extrapolation Potential of Mamba
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #597
Dynamic Mixture of Experts: An Auto-Tuning Approach for Efficient Transformer Models
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #66
IPDreamer: Appearance-Controllable 3D Object Generation with Complex Image Prompts
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #610
How to Evaluate Reward Models for RLHF
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #207
Long Context Compression with Activation Beacon
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #432
MOS: Model Synergy for Test-Time Adaptation on LiDAR-Based 3D Object Detection
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #241
Preserving Diversity in Supervised Fine-Tuning of Large Language Models
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #577
GPUDrive: Data-driven, multi-agent driving simulation at 1 million FPS
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #137
FlashMask: Efficient and Rich Mask Extension of FlashAttention
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #568
EgoExo-Gen: Ego-centric Video Prediction by Watching Exo-centric Videos
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #514
CipherPrune: Efficient and Scalable Private Transformer Inference
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #466
OpenHands: An Open Platform for AI Software Developers as Generalist Agents
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #7
Composing Unbalanced Flows for Flexible Docking and Relaxation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #339
When narrower is better: the narrow width limit of Bayesian parallel branching neural networks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #332
SSLAM: Enhancing Self-Supervised Models with Audio Mixtures for Polyphonic Soundscapes
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #119
PostCast: Generalizable Postprocessing for Precipitation Nowcasting via Unsupervised Blurriness Modeling
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #41
EC-Diffuser: Multi-Object Manipulation via Entity-Centric Behavior Generation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #267
Mitigating Reward Over-Optimization in RLHF via Behavior-Supported Regularization
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #426
Highly Efficient Self-Adaptive Reward Shaping for Reinforcement Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #410
Multi-agent cooperation through learning-aware policy gradients
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #435
Training-Free Diffusion Model Alignment with Sampling Demons
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #363
NEAR: A Training-Free Pre-Estimator of Machine Learning Model Performance
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #62
Influence-Guided Diffusion for Dataset Distillation
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #378
LoCoDL: Communication-Efficient Distributed Learning with Local Training and Compression
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #503
REMEDY: Recipe Merging Dynamics in Large Vision-Language Models
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #114
FreSh: Frequency Shifting for Accelerated Neural Representation Learning
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #327
Beyond Random Augmentations: Pretraining with Hard Views
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #598
Uncertainty Modeling in Graph Neural Networks via Stochastic Differential Equations
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #421
Diversity-Rewarded CFG Distillation
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #142
DreamBench++: A Human-Aligned Benchmark for Personalized Image Generation
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #18
MediConfusion: Can you trust your AI radiologist? Probing the reliability of multimodal medical foundation models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #424
Skill Expansion and Composition in Parameter Space
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #356
What Do You See in Common? Learning Hierarchical Prototypes over Tree-of-Life to Discover Evolutionary Traits
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #277
NV-Embed: Improved Techniques for Training LLMs as Generalist Embedding Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #622
Quantifying Generalization Complexity for Large Language Models
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #520
On Targeted Manipulation and Deception when Optimizing LLMs for User Feedback
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #387
Energy-Weighted Flow Matching for Offline Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #56
MindSimulator: Exploring Brain Concept Localization via Synthetic fMRI
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #178
Deep Incomplete Multi-view Learning via Cyclic Permutation of VAEs
[
Slides]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #204
Generating with Confidence: Uncertainty Quantification for Black-box Large Language Models
[
Poster]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #565
Small-to-Large Generalization: Training Data Influences Models Consistently Across Scale
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #299
Deep Kernel Relative Test for Machine-generated Text Detection
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #531
Zero-Shot Natural Language Explanations
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #362
Forget the Data and Fine-Tuning! Just Fold the Network to Compress
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #161
Information Theoretic Text-to-Image Alignment
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #68
LoR-VP: Low-Rank Visual Prompting for Efficient Vision Model Adaptation
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #122
Regularizing Energy among Training Samples for Out-of-Distribution Generalization
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #189
Exact Certification of (Graph) Neural Networks Against Label Poisoning
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #507
GeoILP: A Synthetic Dataset to Guide Large-Scale Rule Induction
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #462
LevAttention: Time, Space and Streaming Efficient Algorithm for Heavy Attentions
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #96
NarrativeBridge: Enhancing Video Captioning with Causal-Temporal Narrative
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #582
Asynchronous RLHF: Faster and More Efficient Off-Policy RL for Language Models
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #319
Indirect Gradient Matching for Adversarial Robust Distillation
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #447
How Gradient descent balances features: A dynamical analysis for two-layer neural networks
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #1
STAMP: Scalable Task- And Model-agnostic Collaborative Perception
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #525
Walk the Talk? Measuring the Faithfulness of Large Language Model Explanations
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #463
Federated Class-Incremental Learning: A Hybrid Approach Using Latent Exemplars and Data-Free Techniques to Address Local and Global Forgetting
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #233
Differential learning kinetics govern the transition from memorization to generalization during in-context learning
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #635
ChartMimic: Evaluating LMM's Cross-Modal Reasoning Capability via Chart-to-Code Generation
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #225
Towards Robust Alignment of Language Models: Distributionally Robustifying Direct Preference Optimization
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #123
Tight Clusters Make Specialized Experts
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #625
OmniBind: Large-scale Omni Multimodal Representation via Binding Spaces
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #238
Moral Alignment for LLM Agents
[
Slides]
[
Poster]
[
OpenReview]
Blog Track Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #140
Flow With What You Know
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #98
MAI: A Multi-turn Aggregation-Iteration Model for Composed Image Retrieval
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #231
Advancing Mathematical Reasoning in Language Models: The Impact of Problem-Solving Data, Data Synthesis Methods, and Training Stages
[
Slides]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #490
ADAPT: Attentive Self-Distillation and Dual-Decoder Prediction Fusion for Continual Panoptic Segmentation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #16
Steering Protein Family Design through Profile Bayesian Flow
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #202
ScienceAgentBench: Toward Rigorous Assessment of Language Agents for Data-Driven Scientific Discovery
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #268
Straight to Zero: Why Linearly Decaying the Learning Rate to Zero Works Best for LLMs
[
OpenReview]
Blog Track Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #60
Flaws of ImageNet, Computer Vision's Favourite Dataset
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #612
Learning Clustering-based Prototypes for Compositional Zero-Shot Learning
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #42
What's the Move? Hybrid Imitation Learning via Salient Points
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #49
Both Ears Wide Open: Towards Language-Driven Spatial Audio Generation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #560
CR2PQ: Continuous Relative Rotary Positional Query for Dense Visual Representation Learning
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #94
Synergy and Diversity in CLIP: Enhancing Performance Through Adaptive Backbone Ensembling
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #442
Benign Overfitting in Out-of-Distribution Generalization of Linear Models
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #533
Causal Concept Graph Models: Beyond Causal Opacity in Deep Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #456
Direct Distributional Optimization for Provable Alignment of Diffusion Models
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #371
Mask in the Mirror: Implicit Sparsification
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #392
Diffusion Actor-Critic: Formulating Constrained Policy Iteration as Diffusion Noise Regression for Offline Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #614
Exploring The Forgetting in Adversarial Training: A Novel Method for Enhancing Robustness
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #544
Revealing and Reducing Gender Biases in Vision and Language Assistants (VLAs)
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #546
VideoShield: Regulating Diffusion-based Video Generation Models via Watermarking
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #603
Decoupling Angles and Strength in Low-rank Adaptation
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #226
Can Textual Gradient Work in Federated Learning?
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #455
InstaTrain: Adaptive Training via Ultra-Fast Natural Annealing within Dynamical Systems
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #453
Semialgebraic Neural Networks: From roots to representations
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #254
DOCS: Quantifying Weight Similarity for Deeper Insights into Large Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #604
EmbodiedSAM: Online Segment Any 3D Thing in Real Time
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #108
Hydra-SGG: Hybrid Relation Assignment for One-stage Scene Graph Generation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #591
Optimal Flow Transport and its Entropic Regularization: a GPU-friendly Matrix Iterative Algorithm for Flow Balance Satisfaction
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #239
HelpSteer2-Preference: Complementing Ratings with Preferences
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #602
Contextual Document Embeddings
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #261
Offline RL in Regular Decision Processes: Sample Efficiency via Language Metrics
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #312
DaWin: Training-free Dynamic Weight Interpolation for Robust Adaptation
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #443
On the Adversarial Risk of Test Time Adaptation: An Investigation into Realistic Test-Time Data Poisoning
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #236
Scaling Large Language Model-based Multi-Agent Collaboration
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #452
Asymptotic Analysis of Two-Layer Neural Networks after One Gradient Step under Gaussian Mixtures Data with Structure
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #131
Transformer Meets Twicing: Harnessing Unattended Residual Information
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #526
TabWak: A Watermark for Tabular Diffusion Models
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #165
One-Prompt-One-Story: Free-Lunch Consistent Text-to-Image Generation Using a Single Prompt
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #112
Which Tasks Should Be Compressed Together? A Causal Discovery Approach for Efficient Multi-Task Representation Compression
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #115
OpenRCA: Can Large Language Models Locate the Root Cause of Software Failures?
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #248
DynaMath: A Dynamic Visual Benchmark for Evaluating Mathematical Reasoning Robustness of Vision Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #260
On-the-fly Preference Alignment via Principle-Guided Decoding
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #521
ILLUSION: Unveiling Truth with a Comprehensive Multi-Modal, Multi-Lingual Deepfake Dataset
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #272
Efficient Dictionary Learning with Switch Sparse Autoencoders
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #34
FLIP: Flow-Centric Generative Planning as General-Purpose Manipulation World Model
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #449
Binary Losses for Density Ratio Estimation
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #135
Gated Delta Networks: Improving Mamba2 with Delta Rule
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #372
Efficient Interpolation between Extragradient and Proximal Methods for Weak MVIs
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #118
AgentStudio: A Toolkit for Building General Virtual Agents
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #517
Tailoring Mixup to Data for Calibration
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #58
DSPO: Direct Score Preference Optimization for Diffusion Model Alignment
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #588
Anti-Exposure Bias in Diffusion Models
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #637
Model-based RL as a Minimalist Approach to Horizon-Free and Second-Order Bounds
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #325
DINOv2: Learning Robust Visual Features without Supervision
[
Poster]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #628
Do LLM Agents Have Regret? A Case Study in Online Learning and Games
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #379
TorchTitan: One-stop PyTorch native solution for production ready LLM pretraining
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #47
Accelerating Neural ODEs: A Variational Formulation-based Approach
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #259
PolyPythias: Stability and Outliers across Fifty Language Model Pre-Training Runs
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #396
Efficient Online Reinforcement Learning Fine-Tuning Need Not Retain Offline Data
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #335
Let Me Grok for You: Accelerating Grokking via Embedding Transfer from a Weaker Model
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #605
BOFormer: Learning to Solve Multi-Objective Bayesian Optimization via Non-Markovian RL
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #473
Identifiable Exchangeable Mechanisms for Causal Structure and Representation Learning
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #584
Narrowing Information Bottleneck Theory for Multimodal Image-Text Representations Interpretability
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #326
A New Perspective on Shampoo's Preconditioner
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #420
Let the Code LLM Edit Itself When You Edit the Code
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #37
Motion Control of High-Dimensional Musculoskeletal Systems with Hierarchical Model-Based Planning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #138
Learning to Generate Diverse Pedestrian Movements from Web Videos with Noisy Labels
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #343
Leveraging Flatness to Improve Information-Theoretic Generalization Bounds for SGD
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #389
Latent Safety-Constrained Policy Approach for Safe Offline Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #191
AutoG: Towards automatic graph construction from tabular data
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #427
OMNI-EPIC: Open-endedness via Models of human Notions of Interestingness with Environments Programmed in Code
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #193
Learning Graph Quantized Tokenizers
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #148
Improving Neural Optimal Transport via Displacement Interpolation
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #160
Circuit Representation Learning with Masked Gate Modeling and Verilog-AIG Alignment
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #146
Quality Measures for Dynamic Graph Generative Models
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #155
VSTAR: Generative Temporal Nursing for Longer Dynamic Video Synthesis
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #221
SPaR: Self-Play with Tree-Search Refinement to Improve Instruction-Following in Large Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #483
Boosting Methods for Interval-censored Data with Regression and Classification
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #292
To CoT or not to CoT? Chain-of-thought helps mainly on math and symbolic reasoning
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #482
Linear Spherical Sliced Optimal Transport: A Fast Metric for Comparing Spherical Data
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #53
SleepSMC: Ubiquitous Sleep Staging via Supervised Multimodal Coordination
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #313
Adversarial Training for Defense Against Label Poisoning Attacks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #300
RocketEval: Efficient automated LLM evaluation via grading checklist
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #57
InCoDe: Interpretable Compressed Descriptions For Image Generation
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #534
Do LLMs ``know'' internally when they follow instructions?
[
Slides]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #222
Efficient Inference for Large Language Model-based Generative Recommendation
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #419
Simple, Good, Fast: Self-Supervised World Models Free of Baggage
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #415
On Bits and Bandits: Quantifying the Regret-Information Trade-off
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #172
DiffSplat: Repurposing Image Diffusion Models for Scalable Gaussian Splat Generation
[
Slides]
[
OpenReview]
Poster
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #227
JudgeBench: A Benchmark for Evaluating LLM-Based Judges
[
Poster]
[
OpenReview]
Poster Session
Fri Apr 25 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B None
Poster Session 4
Oral
Fri Apr 25 12:30 AM -- 12:42 AM (PDT) @ Hall 1 Apex None
More RLHF, More Trust? On The Impact of Preference Alignment On Trustworthiness
[
OpenReview]
Oral
Fri Apr 25 12:30 AM -- 12:42 AM (PDT) @ Peridot 204-205 None
Cut Your Losses in Large-Vocabulary Language Models
[
OpenReview]
Oral
Fri Apr 25 12:30 AM -- 12:42 AM (PDT) @ Garnet 212-213 None
Open-Vocabulary Customization from CLIP via Data-Free Knowledge Distillation
[
Slides]
[
OpenReview]
Oral
Fri Apr 25 12:30 AM -- 12:42 AM (PDT) @ Garnet 213-215 None
From Exploration to Mastery: Enabling LLMs to Master Tools via Self-Driven Interactions
[
OpenReview]
Oral
Fri Apr 25 12:30 AM -- 12:42 AM (PDT) @ Garnet 216-218 None
Compositional Entailment Learning for Hyperbolic Vision-Language Models
[
OpenReview]
Oral
Fri Apr 25 12:30 AM -- 12:42 AM (PDT) @ Peridot 202-203 None
Synthetic continued pretraining
[
OpenReview]
Oral Session
Fri Apr 25 12:30 AM -- 02:00 AM (PDT) @ Hall 1 Apex None
Oral Session 4A
Oral Session
Fri Apr 25 12:30 AM -- 02:00 AM (PDT) @ Garnet 213-215 None
Oral Session 4B
Oral Session
Fri Apr 25 12:30 AM -- 02:00 AM (PDT) @ Garnet 216-218 None
Oral Session 4C
Oral Session
Fri Apr 25 12:30 AM -- 02:00 AM (PDT) @ Garnet 212&219 None
Oral Session 4D
Oral Session
Fri Apr 25 12:30 AM -- 02:00 AM (PDT) @ Peridot 202-203 None
Oral Session 4E
Oral Session
Fri Apr 25 12:30 AM -- 02:00 AM (PDT) @ Peridot 204-205 None
Oral Session 4F
Oral
Fri Apr 25 12:42 AM -- 12:54 AM (PDT) @ Hall 1 Apex None
Measuring and Enhancing Trustworthiness of LLMs in RAG through Grounded Attributions and Learning to Refuse
[
Slides]
[
OpenReview]
Oral
Fri Apr 25 12:42 AM -- 12:54 AM (PDT) @ Garnet 212-213 None
GridMix: Exploring Spatial Modulation for Neural Fields in PDE Modeling
[
Slides]
[
OpenReview]
Oral
Fri Apr 25 12:42 AM -- 12:54 AM (PDT) @ Garnet 216-218 None
Do Vision-Language Models Represent Space and How? Evaluating Spatial Frame of Reference under Ambiguities
[
OpenReview]
Oral
Fri Apr 25 12:42 AM -- 12:54 AM (PDT) @ Garnet 213-215 None
Spider 2.0: Evaluating Language Models on Real-World Enterprise Text-to-SQL Workflows
[
Slides]
[
OpenReview]
Oral
Fri Apr 25 12:42 AM -- 12:54 AM (PDT) @ Peridot 202-203 None
Energy-based Backdoor Defense Against Federated Graph Learning
[
OpenReview]
Oral
Fri Apr 25 12:42 AM -- 12:54 AM (PDT) @ Peridot 204-205 None
Your Mixture-of-Experts LLM Is Secretly an Embedding Model for Free
[
OpenReview]
Oral
Fri Apr 25 12:54 AM -- 01:06 AM (PDT) @ Garnet 213-215 None
BigCodeBench: Benchmarking Code Generation with Diverse Function Calls and Complex Instructions
[
OpenReview]
Oral
Fri Apr 25 12:54 AM -- 01:06 AM (PDT) @ Garnet 212-213 None
Transfusion: Predict the Next Token and Diffuse Images with One Multi-Modal Model
[
Slides]
[
OpenReview]
Oral
Fri Apr 25 12:54 AM -- 01:06 AM (PDT) @ Hall 1 Apex None
Iterative Nash Policy Optimization: Aligning LLMs with General Preferences via No-Regret Learning
[
OpenReview]
Oral
Fri Apr 25 12:54 AM -- 01:06 AM (PDT) @ Garnet 216-218 None
Topological Blindspots: Understanding and Extending Topological Deep Learning Through the Lens of Expressivity
[
OpenReview]
Oral
Fri Apr 25 12:54 AM -- 01:06 AM (PDT) @ Peridot 204-205 None
ChartMoE: Mixture of Diversely Aligned Expert Connector for Chart Understanding
[
Slides]
[
OpenReview]
Oral
Fri Apr 25 12:54 AM -- 01:06 AM (PDT) @ Peridot 202-203 None
Problem-Parameter-Free Federated Learning
[
OpenReview]
Oral
Fri Apr 25 01:06 AM -- 01:18 AM (PDT) @ Peridot 202-203 None
Subgraph Federated Learning for Local Generalization
[
OpenReview]
Oral
Fri Apr 25 01:06 AM -- 01:18 AM (PDT) @ Garnet 212-213 None
RB-Modulation: Training-Free Stylization using Reference-Based Modulation
[
OpenReview]
Oral
Fri Apr 25 01:06 AM -- 01:18 AM (PDT) @ Garnet 216-218 None
Population Transformer: Learning Population-level Representations of Neural Activity
[
OpenReview]
Oral
Fri Apr 25 01:06 AM -- 01:18 AM (PDT) @ Peridot 204-205 None
MaestroMotif: Skill Design from Artificial Intelligence Feedback
[
OpenReview]
Oral
Fri Apr 25 01:06 AM -- 01:18 AM (PDT) @ Garnet 213-215 None
LLM-SR: Scientific Equation Discovery via Programming with Large Language Models
[
OpenReview]
Oral
Fri Apr 25 01:06 AM -- 01:18 AM (PDT) @ Hall 1 Apex None
RM-Bench: Benchmarking Reward Models of Language Models with Subtlety and Style
[
OpenReview]
Oral
Fri Apr 25 01:18 AM -- 01:30 AM (PDT) @ Garnet 216-218 None
TopoLM: brain-like spatio-functional organization in a topographic language model
[
OpenReview]
Oral
Fri Apr 25 01:18 AM -- 01:30 AM (PDT) @ Garnet 213-215 None
Cybench: A Framework for Evaluating Cybersecurity Capabilities and Risks of Language Models
[
OpenReview]
Oral
Fri Apr 25 01:18 AM -- 01:30 AM (PDT) @ Hall 1 Apex None
REEF: Representation Encoding Fingerprints for Large Language Models
[
Slides]
[
OpenReview]
Oral
Fri Apr 25 01:18 AM -- 01:30 AM (PDT) @ Peridot 202-203 None
Copyright-Protected Language Generation via Adaptive Model Fusion
[
OpenReview]
Oral
Fri Apr 25 01:18 AM -- 01:30 AM (PDT) @ Peridot 204-205 None
MoE++: Accelerating Mixture-of-Experts Methods with Zero-Computation Experts
[
OpenReview]
Oral
Fri Apr 25 01:18 AM -- 01:30 AM (PDT) @ Garnet 212-213 None
Toward Guidance-Free AR Visual Generation via Condition Contrastive Alignment
[
Slides]
[
OpenReview]
Oral
Fri Apr 25 01:30 AM -- 01:42 AM (PDT) @ Garnet 216-218 None
The Geometry of Categorical and Hierarchical Concepts in Large Language Models
[
Slides]
[
OpenReview]
Oral
Fri Apr 25 01:30 AM -- 01:42 AM (PDT) @ Peridot 204-205 None
OLMoE: Open Mixture-of-Experts Language Models
[
OpenReview]
Oral
Fri Apr 25 01:30 AM -- 01:42 AM (PDT) @ Peridot 202-203 None
Capturing the Temporal Dependence of Training Data Influence
[
OpenReview]
Oral
Fri Apr 25 01:30 AM -- 01:42 AM (PDT) @ Garnet 213-215 None
AFlow: Automating Agentic Workflow Generation
[
OpenReview]
Oral
Fri Apr 25 01:30 AM -- 01:42 AM (PDT) @ Hall 1 Apex None
Rethinking Reward Modeling in Preference-based Large Language Model Alignment
[
OpenReview]
Oral
Fri Apr 25 01:30 AM -- 01:42 AM (PDT) @ Garnet 212-213 None
Ctrl-Adapter: An Efficient and Versatile Framework for Adapting Diverse Controls to Any Diffusion Model
[
OpenReview]
Test Of Time
Fri Apr 25 02:30 AM -- 03:30 AM (PDT) @ Hall 1 Apex None
Test of Time Winner and Runner Up Presentations
Invited Talk
Fri Apr 25 06:00 PM -- 07:00 PM (PDT) @ Hall 1 Apex None
Training Language Models in Academia: Challenge or Calling?
Invited Talk
Fri Apr 25 06:00 PM -- 07:00 PM (PDT) @ Garnet 212-219 & Peridot 202-205 None
Overflow: Training Language Models in Academia: Challenge or Calling?
Break
Fri Apr 25 07:00 PM -- 07:30 PM (PDT) @ Hall 2 None
Break
Exhibit Hall
Fri Apr 25 07:00 PM -- 02:30 AM (PDT) @ Hall 2 None
Exhibit Hall
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #626
DataEnvGym: Data Generation Agents in Teacher Environments with Student Feedback
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #54
DelTA: An Online Document-Level Translation Agent Based on Multi-Level Memory
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #615
Mind the Gap: Examining the Self-Improvement Capabilities of Large Language Models
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #338
Connectome Mapping: Shape-Memory Network via Interpretation of Contextual Semantic Information
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #609
Scaling Diffusion Language Models via Adaptation from Autoregressive Models
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #302
MeteoRA: Multiple-tasks Embedded LoRA for Large Language Models
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #433
Learning Multi-Index Models with Neural Networks via Mean-Field Langevin Dynamics
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #77
SynQ: Accurate Zero-shot Quantization by Synthesis-aware Fine-tuning
[
Slides]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #624
Understanding and Mitigating Bottlenecks of State Space Models through the Lens of Recency and Over-smoothing
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #140
Adaptive Transformer Programs: Bridging the Gap Between Performance and Interpretability in Transformers
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #566
Physics of Language Models: Part 3.3, Knowledge Capacity Scaling Laws
[
Slides]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #62
Improving Semantic Understanding in Speech Language Models via Brain-tuning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #10
MOFFlow: Flow Matching for Structure Prediction of Metal-Organic Frameworks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #175
Multilevel Generative Samplers for Investigating Critical Phenomena
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #392
Studying the Interplay Between the Actor and Critic Representations in Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #458
Topological Zigzag Spaghetti for Diffusion-based Generation and Prediction on Graphs
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #336
Prediction Risk and Estimation Risk of the Ridgeless Least Squares Estimator under General Assumptions on Regression Errors
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #505
Compute-Optimal LLMs Provably Generalize Better with Scale
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #482
Active Learning for Continual Learning: Keeping the Past Alive in the Present
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #424
Microcanonical Langevin Ensembles: Advancing the Sampling of Bayesian Neural Networks
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #36
Multi-Robot Motion Planning with Diffusion Models
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #561
AgentTrek: Agent Trajectory Synthesis via Guiding Replay with Web Tutorials
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #107
ReMatching Dynamic Reconstruction Flow
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #342
HOPE for a Robust Parameterization of Long-memory State Space Models
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #144
PolaFormer: Polarity-aware Linear Attention for Vision Transformers
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #463
Evaluating Semantic Variation in Text-to-Image Synthesis: A Causal Perspective
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #630
Better than Your Teacher: LLM Agents that learn from Privileged AI Feedback
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #121
Operator Deep Smoothing for Implied Volatility
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #472
Diverse Policies Recovering via Pointwise Mutual Information Weighted Imitation Learning
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #135
Local Loss Optimization in the Infinite Width: Stable Parameterization of Predictive Coding Networks and Target Propagation
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #251
DS-LLM: Leveraging Dynamical Systems to Enhance Both Training and Inference of Large Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #259
OSCAR: Operating System Control via State-Aware Reasoning and Re-Planning
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #48
Mufu: Multilingual Fused Learning for Low-Resource Translation with LLM
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #116
Generalized Video Moment Retrieval
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #254
Gumbel Counterfactual Generation From Language Models
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #330
Mitigate the Gap: Improving Cross-Modal Alignment in CLIP
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #637
Horizon Generalization in Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #572
Non-Adversarial Inverse Reinforcement Learning via Successor Feature Matching
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #573
MAVIS: Mathematical Visual Instruction Tuning with an Automatic Data Engine
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #128
CarbonSense: A Multimodal Dataset and Baseline for Carbon Flux Modelling
[
Slides]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #12
Generative Flows on Synthetic Pathway for Drug Design
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #353
VL-ICL Bench: The Devil in the Details of Multimodal In-Context Learning
[
Slides]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #574
ActionReasoningBench: Reasoning about Actions with and without Ramification Constraints
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #231
Generating CAD Code with Vision-Language Models for 3D Designs
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #101
Co$^{\mathbf{3}}$Gesture: Towards Coherent Concurrent Co-speech 3D Gesture Generation with Interactive Diffusion
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #200
Learning Efficient Positional Encodings with Graph Neural Networks
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #87
OVTR: End-to-End Open-Vocabulary Multiple Object Tracking with Transformer
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #622
HiLo: A Learning Framework for Generalized Category Discovery Robust to Domain Shifts
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #617
Scale-Free Graph-Language Models
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #168
Fast Direct: Query-Efficient Online Black-box Guidance for Diffusion-model Target Generation
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #243
Training Large Language Models for Retrieval-Augmented Question Answering through Backtracking Correction
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #132
Do Deep Neural Network Solutions Form a Star Domain?
[
Slides]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #247
LLMs Can Plan Only If We Tell Them
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #70
Personalized Representation from Personalized Generation
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #608
OvercookedV2: Rethinking Overcooked for Zero-Shot Coordination
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #11
CL-MFAP: A Contrastive Learning-Based Multimodal Foundation Model for Molecular Property Prediction and Antibiotic Screening
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #229
Do LLMs have Consistent Values?
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #327
Sylber: Syllabic Embedding Representation of Speech from Raw Audio
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #162
3DTrajMaster: Mastering 3D Trajectory for Multi-Entity Motion in Video Generation
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #291
Beyond Linear Approximations: A Novel Pruning Approach for Attention Matrix
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #514
Monitoring Latent World States in Language Models with Propositional Probes
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #407
Efficient Exploration and Discriminative World Model Learning with an Object-Centric Abstraction
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #589
Building Math Agents with Multi-Turn Iterative Preference Learning
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #434
Prototype antithesis for biological few-shot class-incremental learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #223
On a Connection Between Imitation Learning and RLHF
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #380
Neural Stochastic Differential Equations for Uncertainty-Aware Offline RL
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #314
JPEG Inspired Deep Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #63
Finding Shared Decodable Concepts and their Negations in the Brain
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #33
RoboCat: A Self-Improving Generalist Agent for Robotic Manipulation
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #149
Conformal Generative Modeling with Improved Sample Efficiency through Sequential Greedy Filtering
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #250
ALLaM: Large Language Models for Arabic and English
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #375
Stochastic Polyak Step-sizes and Momentum: Convergence Guarantees and Practical Performance
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #440
Transformers Provably Learn Two-Mixture of Linear Classification via Gradient Flow
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #304
Forewarned is Forearmed: Harnessing LLMs for Data Synthesis via Failure-induced Exploration
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #581
Solving Video Inverse Problems Using Image Diffusion Models
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #632
Progressive distillation induces an implicit curriculum
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #130
CryoGEN: Generative Energy-based Models for Cryogenic Electron Tomography Reconstruction
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #18
CLIBD: Bridging Vision and Genomics for Biodiversity Monitoring at Scale
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #359
Boosting Neural Combinatorial Optimization for Large-Scale Vehicle Routing Problems
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #528
Sensitivity Verification for Additive Decision Tree Ensembles
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #547
Scaling up the Banded Matrix Factorization Mechanism for Large Scale Differentially Private ML
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #582
Learning Randomized Algorithms with Transformers
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #91
Video-STaR: Self-Training Enables Video Instruction Tuning with Any Supervision
[
Slides]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #234
Enhancing Document Understanding with Group Position Embedding: A Novel Approach to Incorporate Layout Information
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #413
LICORICE: Label-Efficient Concept-Based Interpretable Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #410
Language Agents Meet Causality -- Bridging LLMs and Causal World Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #395
POGEMA: A Benchmark Platform for Cooperative Multi-Agent Pathfinding
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #8
MOOSE-Chem: Large Language Models for Rediscovering Unseen Chemistry Scientific Hypotheses
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #6
Bio-xLSTM: Generative modeling, representation and in-context learning of biological and chemical sequences
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #244
Generalization v.s. Memorization: Tracing Language Models’ Capabilities Back to Pretraining Data
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #638
Enhancing Clustered Federated Learning: Integration of Strategies and Improved Methodologies
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #316
Schur's Positive-Definite Network: Deep Learning in the SPD cone with structure
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #163
Atlas Gaussians Diffusion for 3D Generation
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #522
MAGE: Model-Level Graph Neural Networks Explanations via Motif-based Graph Generation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #467
Towards Automated Knowledge Integration From Human-Interpretable Representations
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #404
OptionZero: Planning with Learned Options
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #195
A Unified Framework for Forward and Inverse Problems in Subsurface Imaging using Latent Space Translations
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #83
SiMHand: Mining Similar Hands for Large-Scale 3D Hand Pose Pre-training
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #517
Aligned LLMs Are Not Aligned Browser Agents
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #620
LLaVA-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #74
TRACE: Temporal Grounding Video LLM via Causal Event Modeling
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #285
Not All LLM-Generated Data Are Equal: Rethinking Data Weighting in Text Classification
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #412
Discrete Latent Plans via Semantic Skill Abstractions
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #40
Timer-XL: Long-Context Transformers for Unified Time Series Forecasting
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #276
ClimaQA: An Automated Evaluation Framework for Climate Question Answering Models
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #599
Efficient Training of Neural Stochastic Differential Equations by Matching Finite Dimensional Distributions
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #602
Provable unlearning in topic modeling and downstream tasks
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #154
DRoP: Distributionally Robust Data Pruning
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #246
Improving Reasoning Performance in Large Language Models via Representation Engineering
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #2
Towards Fast, Specialized Machine Learning Force Fields: Distilling Foundation Models via Energy Hessians
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #29
AstroCompress: A benchmark dataset for multi-purpose compression of astronomical data
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #14
KinPFN: Bayesian Approximation of RNA Folding Kinetics using Prior-Data Fitted Networks
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #43
Root Cause Analysis of Anomalies in Multivariate Time Series through Granger Causal Discovery
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #307
SelKD: Selective Knowledge Distillation via Optimal Transport Perspective
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #78
NL-Eye: Abductive NLI For Images
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #201
DiffGAD: A Diffusion-based Unsupervised Graph Anomaly Detector
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #419
Scalable Bayesian Learning with posteriors
[
Slides]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #84
Motion-Agent: A Conversational Framework for Human Motion Generation with LLMs
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #409
Scaling Autonomous Agents via Automatic Reward Modeling And Planning
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #95
Re-Aligning Language to Visual Objects with an Agentic Workflow
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #537
Soft Merging of Experts with Adaptive Routing
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #320
Training Robust Ensembles Requires Rethinking Lipschitz Continuity
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #635
Image and Video Tokenization with Binary Spherical Quantization
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #610
Neural Fluid Simulation on Geometric Surfaces
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #481
Second Order Bounds for Contextual Bandits with Function Approximation
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #436
LOIRE: LifelOng learning on Incremental data via pre-trained language model gRowth Efficiently
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #238
MMRole: A Comprehensive Framework for Developing and Evaluating Multimodal Role-Playing Agents
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #165
Faster Diffusion Sampling with Randomized Midpoints: Sequential and Parallel
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #164
Glauber Generative Model: Discrete Diffusion Models via Binary Classification
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #210
GOFA: A Generative One-For-All Model for Joint Graph Language Modeling
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #117
High-quality Text-to-3D Character Generation with SparseCubes and Sparse Transformers.
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #337
Implicit Bias of Mirror Flow for Shallow Neural Networks in Univariate Regression
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #394
Subtask-Aware Visual Reward Learning from Segmented Demonstrations
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #402
Online Reward-Weighted Fine-Tuning of Flow Matching with Wasserstein Regularization
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #161
Discrete Copula Diffusion
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #534
GUI-World: A Video Benchmark and Dataset for Multimodal GUI-oriented Understanding
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #592
Neural ODE Transformers: Analyzing Internal Dynamics and Adaptive Fine-tuning
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #405
Bisimulation Metric for Model Predictive Control
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #136
FLOPS: Forward Learning with OPtimal Sampling
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #292
Cheating Automatic LLM Benchmarks: Null Models Achieve High Win Rates
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #441
Flavors of Margin: Implicit Bias of Steepest Descent in Homogeneous Neural Networks
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #485
Diff-Prompt: Diffusion-driven Prompt Generator with Mask Supervision
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #364
Pareto Prompt Optimization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #502
Perplexity Trap: PLM-Based Retrievers Overrate Low Perplexity Documents
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #207
Improving Equivariant Networks with Probabilistic Symmetry Breaking
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #461
Causal Identification for Complex Functional Longitudinal Studies
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #228
SciLitLLM: How to Adapt LLMs for Scientific Literature Understanding
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #438
The Complexity of Two-Team Polymatrix Games with Independent Adversaries
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #590
Optimal Learning of Kernel Logistic Regression for Complex Classification Scenarios
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #571
For Better or For Worse? Learning Minimum Variance Features With Label Augmentation
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #71
CyberHost: A One-stage Diffusion Framework for Audio-driven Talking Body Generation
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #399
A Generalist Hanabi Agent
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #289
A Statistical Framework for Ranking LLM-based Chatbots
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #237
Controllable Safety Alignment: Inference-Time Adaptation to Diverse Safety Requirements
[
Slides]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #158
Trivialized Momentum Facilitates Diffusion Generative Modeling on Lie Groups
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #142
Geometry of Lightning Self-Attention: Identifiability and Dimension
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #41
TimeInf: Time Series Data Contribution via Influence Functions
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #113
Prompt as Knowledge Bank: Boost Vision-language model via Structural Representation for zero-shot medical detection
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #179
Diffusion Bridge AutoEncoders for Unsupervised Representation Learning
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #275
Strategist: Self-improvement of LLM Decision Making via Bi-Level Tree Search
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #186
Warm Diffusion: Recipe for Blur-Noise Mixture Diffusion Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #270
Calibrating Expressions of Certainty
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #600
Beyond Next Token Prediction: Patch-Level Training for Large Language Models
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #621
Stable Segment Anything Model
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #204
From GNNs to Trees: Multi-Granular Interpretability for Graph Neural Networks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #329
ASTrA: Adversarial Self-supervised Training with Adaptive-Attacks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #597
Breaking the $\log(1/\Delta_2)$ Barrier: Better Batched Best Arm Identification with Adaptive Grids
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #58
Toward Generalizing Visual Brain Decoding to Unseen Subjects
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #503
GOttack: Universal Adversarial Attacks on Graph Neural Networks via Graph Orbits Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #516
LucidPPN: Unambiguous Prototypical Parts Network for User-centric Interpretable Computer Vision
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #26
Spectral-Refiner: Accurate Fine-Tuning of Spatiotemporal Fourier Neural Operator for Turbulent Flows
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #206
Graph Neural Networks Gone Hogwild
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #568
AlphaEdit: Null-Space Constrained Knowledge Editing for Language Models
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #298
Faster Cascades via Speculative Decoding
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #385
Efficient Off-Policy Learning for High-Dimensional Action Spaces
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #255
Measuring memorization in RLHF for code completion
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #28
Diff-PIC: Revolutionizing Particle-In-Cell Nuclear Fusion Simulation with Diffusion Models
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #618
Privacy Auditing of Large Language Models
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #181
OpenVid-1M: A Large-Scale High-Quality Dataset for Text-to-video Generation
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #322
ADBM: Adversarial Diffusion Bridge Model for Reliable Adversarial Purification
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #120
ThermalGaussian: Thermal 3D Gaussian Splatting
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #488
Coreset Selection via Reducible Loss in Continual Learning
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #172
Generator Matching: Generative modeling with arbitrary Markov processes
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #17
PhyloVAE: Unsupervised Learning of Phylogenetic Trees via Variational Autoencoders
[
Slides]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #418
From Risk to Uncertainty: Generating Predictive Uncertainty Measures via Bayesian Estimation
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #103
StochSync: Stochastic Diffusion Synchronization for Image Generation in Arbitrary Spaces
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #260
Self-Improvement in Language Models: The Sharpening Mechanism
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #208
BANGS: Game-theoretic Node Selection for Graph Self-Training
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #52
Diffusion On Syntax Trees For Program Synthesis
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #384
MAD-TD: Model-Augmented Data stabilizes High Update Ratio RL
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #1
Fast Uncovering of Protein Sequence Diversity from Structure
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #519
Residual Stream Analysis with Multi-Layer SAEs
[
Slides]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #393
Computationally Efficient RL under Linear Bellman Completeness for Deterministic Dynamics
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #156
Training Language Models on Synthetic Edit Sequences Improves Code Synthesis
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #435
Generalization Guarantees for Representation Learning via Data-Dependent Gaussian Mixture Priors
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #225
On Speeding Up Language Model Evaluation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #7
A Simple yet Effective $\Delta\Delta G$ Predictor is An Unsupervised Antibody Optimizer and Explainer
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #595
Harnessing Diversity for Important Data Selection in Pretraining Large Language Models
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #102
ProtoSnap: Prototype Alignment For Cuneiform Signs
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #280
PaCA: Partial Connection Adaptation for Efficient Fine-Tuning
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #22
ECHOPulse: ECG Controlled Echocardio-gram Video Generation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #349
MLPs Learn In-Context on Regression and Classification Tasks
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #365
Topograph: An Efficient Graph-Based Framework for Strictly Topology Preserving Image Segmentation
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #308
A Differentiable Rank-Based Objective for Better Feature Learning
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #69
Depth Any Video with Scalable Synthetic Data
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #319
Endowing Visual Reprogramming with Adversarial Robustness
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #124
Hierarchically Encapsulated Representation for Protocol Design in Self-Driving Labs
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #411
ORSO: Accelerating Reward Design via Online Reward Selection and Policy Optimization
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #227
MoDeGPT: Modular Decomposition for Large Language Model Compression
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #532
Training-free LLM-generated Text Detection by Mining Token Probability Sequences
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #584
Activation Gradient based Poisoned Sample Detection Against Backdoor Attacks
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #155
HALL-E: Hierarchical Neural Codec Language Model for Minute-Long Zero-Shot Text-to-Speech Synthesis
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #492
Holistically Evaluating the Environmental Impact of Creating Language Models
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #401
Trajectory-Class-Aware Multi-Agent Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #507
Utility-Directed Conformal Prediction: A Decision-Aware Framework for Actionable Uncertainty Quantification
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #578
PointOBB-v2: Towards Simpler, Faster, and Stronger Single Point Supervised Oriented Object Detection
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #340
From Lazy to Rich: Exact Learning Dynamics in Deep Linear Networks
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #536
Strong Model Collapse
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #129
Flow: Modularized Agentic Workflow Automation
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #324
Generative Classifiers Avoid Shortcut Solutions
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #343
CATCH: Channel-Aware Multivariate Time Series Anomaly Detection via Frequency Patching
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #542
On the Identification of Temporal Causal Representation with Instantaneous Dependence
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #351
HyperPLR: Hypergraph Generation through Projection, Learning, and Reconstruction
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #454
Achieving Dimension-Free Communication in Federated Learning via Zeroth-Order Optimization
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #550
ICLR: In-Context Learning of Representations
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #272
Reasoning with Latent Thoughts: On the Power of Looped Transformers
[
Slides]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #546
MAGNet: Motif-Agnostic Generation of Molecules from Scaffolds
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #468
A Quantum Circuit-Based Compression Perspective for Parameter-Efficient Learning
[
Slides]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #583
AIR-BENCH 2024: A Safety Benchmark based on Regulation and Policies Specified Risk Categories
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #497
Tighter Privacy Auditing of DP-SGD in the Hidden State Threat Model
[
OpenReview]
Blog Track Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #512
Steering LLMs' Behavior with Concept Activation Vectors
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #455
PABBO: Preferential Amortized Black-Box Optimization
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #465
Unifying Causal Representation Learning with the Invariance Principle
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #75
SurFhead: Affine Rig Blending for Geometrically Accurate 2D Gaussian Surfel Head Avatars
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #32
Deep Signature: Characterization of Large-Scale Molecular Dynamics
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #448
Gradient correlation is a key ingredient to accelerate SGD with momentum
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #570
LiNeS: Post-training Layer Scaling Prevents Forgetting and Enhances Model Merging
[
Poster]
[
OpenReview]
Blog Track Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #335
How do we interpret the outputs of a neural network trained on classification?
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #93
VEDIT: Latent Prediction Architecture For Procedural Video Representation Learning
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #139
Attention as a Hypernetwork
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #80
Cached Multi-Lora Composition for Multi-Concept Image Generation
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #288
MMDT: Decoding the Trustworthiness and Safety of Multimodal Foundation Models
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #326
DebGCD: Debiased Learning with Distribution Guidance for Generalized Category Discovery
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #213
Bundle Neural Network for message diffusion on graphs
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #464
Gaussian Mixture Counterfactual Generator
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #209
Residual Connections and Normalization Can Provably Prevent Oversmoothing in GNNs
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #5
Beyond Sequence: Impact of Geometric Context for RNA Property Prediction
[
Slides]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #489
Test-Time Adaptation for Combating Missing Modalities in Egocentric Videos
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #339
Three Mechanisms of Feature Learning in a Linear Network
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #397
Advantage Alignment Algorithms
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #232
Number Cookbook: Number Understanding of Language Models and How to Improve It
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #110
Progressive Token Length Scaling in Transformer Encoders for Efficient Universal Segmentation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #474
TTVD: Towards a Geometric Framework for Test-Time Adaptation Based on Voronoi Diagram
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #131
Remove Symmetries to Control Model Expressivity and Improve Optimization
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #171
Halton Scheduler for Masked Generative Image Transformer
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #138
Attention with Markov: A Curious Case of Single-layer Transformers
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #290
Systematic Outliers in Large Language Models
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #623
Jump Your Steps: Optimizing Sampling Schedule of Discrete Diffusion Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #332
Weighted Point Set Embedding for Multimodal Contrastive Learning Toward Optimal Similarity Metric
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #46
Optimal Transport for Time Series Imputation
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #261
MA-RLHF: Reinforcement Learning from Human Feedback with Macro Actions
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #426
Parameter Expanded Stochastic Gradient Markov Chain Monte Carlo
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #453
Last Iterate Convergence of Incremental Methods as a Model of Forgetting
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #277
Drop-Upcycling: Training Sparse Mixture of Experts with Partial Re-initialization
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #357
Approximation algorithms for combinatorial optimization with predictions
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #284
Neuron-based Multifractal Analysis of Neuron Interaction Dynamics in Large Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #345
GIFT: Unlocking Full Potential of Labels in Distilled Dataset at Near-zero Cost
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #451
Learning-Augmented Frequent Directions
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #381
Scalable Decision-Making in Stochastic Environments through Learned Temporal Abstraction
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #373
QERA: an Analytical Framework for Quantization Error Reconstruction
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #321
MixMax: Distributional Robustness in Function Space via Optimal Data Mixtures
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #273
UniDetox: Universal Detoxification of Large Language Models via Dataset Distillation
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #466
CausalRivers - Scaling up benchmarking of causal discovery for real-world time-series
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #625
Causal Effect Estimation with Mixed Latent Confounders and Post-treatment Variables
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #577
Generalization and Distributed Learning of GFlowNets
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #56
CREIMBO: Cross-Regional Ensemble Interactions in Multi-view Brain Observations
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #487
RA-TTA: Retrieval-Augmented Test-Time Adaptation for Vision-Language Models
[
Slides]
[
Poster]
[
OpenReview]
Blog Track Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #498
Understanding Model Calibration - A gentle introduction and visual exploration of calibration and the expected calibration error (ECE)
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #360
Unify ML4TSP: Drawing Methodological Principles for TSP and Beyond from Streamlined Design Space of Learning and Search
[
Slides]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #500
Can LLMs Separate Instructions From Data? And What Do We Even Mean By That?
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #352
Fast and Accurate Blind Flexible Docking
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #167
Where Am I and What Will I See: An Auto-Regressive Model for Spatial Localization and View Prediction
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #499
AI Sandbagging: Language Models can Strategically Underperform on Evaluations
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #301
JudgeLM: Fine-tuned Large Language Models are Scalable Judges
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #524
Feature Responsiveness Scores: Model-Agnostic Explanations for Recourse
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #249
SPAM: Spike-Aware Adam with Momentum Reset for Stable LLM Training
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #429
Robust Conformal Prediction with a Single Binary Certificate
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #588
Q-Adapter: Customizing Pre-trained LLMs to New Preferences with Forgetting Mitigation
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #348
TabReD: Analyzing Pitfalls and Filling the Gaps in Tabular Deep Learning Benchmarks
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #390
On Rollouts in Model-Based Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #559
HexGen-2: Disaggregated Generative Inference of LLMs in Heterogeneous Environment
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #59
Range, not Independence, Drives Modularity in Biologically Inspired Representations
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #408
Agent S: An Open Agentic Framework that Uses Computers Like a Human
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #123
TestGenEval: A Real World Unit Test Generation and Test Completion Benchmark
[
Slides]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #415
Robust Simulation-Based Inference under Missing Data via Neural Processes
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #143
Emergence of meta-stable clustering in mean-field transformer models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #422
Causal Graphical Models for Vision-Language Compositional Understanding
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #379
Model-based Offline Reinforcement Learning with Lower Expectile Q-Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #525
Cross-Modal Safety Mechanism Transfer in Large Vision-Language Models
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #221
Benchmarking Vision Language Model Unlearning via Fictitious Facial Identity Dataset
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #274
LongMamba: Enhancing Mamba's Long-Context Capabilities via Training-Free Receptive Field Enlargement
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #443
Learning Neural Networks with Distribution Shift: Efficiently Certifiable Guarantees
[
Slides]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #294
Hierarchical Autoregressive Transformers: Combining Byte- and Word-Level Processing for Robust, Adaptable Language Models
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #97
SINGAPO: Single Image Controlled Generation of Articulated Parts in Objects
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #560
CFG++: Manifold-constrained Classifier Free Guidance for Diffusion Models
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #363
Partial Gromov-Wasserstein Metric
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #189
Representational Similarity via Interpretable Visual Concepts
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #511
Failures to Find Transferable Image Jailbreaks Between Vision-Language Models
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #346
Accelerated training through iterative gradient propagation along the residual path
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #190
JetFormer: An autoregressive generative model of raw images and text
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #484
More Experts Than Galaxies: Conditionally-Overlapping Experts with Biologically-Inspired Fixed Routing
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #199
Edge Prompt Tuning for Graph Neural Networks
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #47
PersonalLLM: Tailoring LLMs to Individual Preferences
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #100
Locality Sensitive Avatars From Video
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #518
Discovering Influential Neuron Path in Vision Transformers
[
Slides]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #508
Reconsidering Faithfulness in Regular, Self-Explainable and Domain Invariant GNNs
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #601
Transformer-Squared: Self-adaptive LLMs
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #491
Unlocking the Potential of Model Calibration in Federated Learning
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #214
Learning Distributions of Complex Fluid Simulations with Diffusion Graph Networks
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #53
Controlling the Fidelity and Diversity of Deep Generative Models via Pseudo Density
[
Poster]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #13
Multimodal Large Language Models for Inverse Molecular Design with Retrosynthetic Planning
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #31
Dualformer: Controllable Fast and Slow Thinking by Learning with Randomized Reasoning Traces
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #362
GOAL: A Generalist Combinatorial Optimization Agent Learner
[
Slides]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #515
See What You Are Told: Visual Attention Sink in Large Multimodal Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #370
An Asynchronous Bundle Method for Distributed Learning Problems
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #230
R-Sparse: Rank-Aware Activation Sparsity for Efficient LLM Inference
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #98
GaussianAnything: Interactive Point Cloud Flow Matching for 3D Generation
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #470
A General Framework for Producing Interpretable Semantic Text Embeddings
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #253
Wavelet-based Positional Representation for Long Context
[
Slides]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #217
Personalized Visual Instruction Tuning
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #198
Graph Sparsification via Mixture of Graphs
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #106
On the Transfer of Object-Centric Representation Learning
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #558
Training Language Models to Self-Correct via Reinforcement Learning
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #527
Joint Fine-tuning and Conversion of Pretrained Speech and Language Models towards Linear Complexity
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #612
StringLLM: Understanding the String Processing Capability of Large Language Models
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #188
PianoMotion10M: Dataset and Benchmark for Hand Motion Generation in Piano Performance
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #450
Accelerated Over-Relaxation Heavy-Ball Method: Achieving Global Accelerated Convergence with Broad Generalization
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #366
SGD with memory: fundamental properties and stochastic acceleration
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #371
Tight Time Complexities in Parallel Stochastic Optimization with Arbitrary Computation Dynamics
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #109
Occlusion-aware Non-Rigid Point Cloud Registration via Unsupervised Neural Deformation Correntropy
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #428
Flow-based Variational Mutual Information: Fast and Flexible Approximations
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #145
Token Statistics Transformer: Linear-Time Attention via Variational Rate Reduction
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #20
MuHBoost: Multi-Label Boosting For Practical Longitudinal Human Behavior Modeling
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #313
CircuitFusion: Multimodal Circuit Representation Learning for Agile Chip Design
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #281
Proactive Privacy Amnesia for Large Language Models: Safeguarding PII with Negligible Impact on Model Utility
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #127
BirdSet: A Large-Scale Dataset for Audio Classification in Avian Bioacoustics
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #614
CG-Bench: Clue-grounded Question Answering Benchmark for Long Video Understanding
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #414
Risk-Sensitive Variational Actor-Critic: A Model-Based Approach
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #442
Rethinking Self-Distillation: Label Averaging and Enhanced Soft Label Refinement with Partial Labels
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #423
Underdamped Diffusion Bridges with Applications to Sampling
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #396
FlickerFusion: Intra-trajectory Domain Generalizing Multi-agent Reinforcement Learning
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #312
TULIP: Token-length Upgraded CLIP
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #286
Task-Adaptive Pretrained Language Models via Clustered-Importance Sampling
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #611
AssembleFlow: Rigid Flow Matching with Inertial Frames for Molecular Assembly
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #146
HART: Efficient Visual Generation with Hybrid Autoregressive Transformer
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #449
Scalable Decentralized Learning with Teleportation
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #562
ToVE: Efficient Vision-Language Learning via Knowledge Transfer from Vision Experts
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #152
Fourier Head: Helping Large Language Models Learn Complex Probability Distributions
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #403
Gap-Dependent Bounds for Q-Learning using Reference-Advantage Decomposition
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #115
Multi-Perspective Data Augmentation for Few-shot Object Detection
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #39
Contractive Dynamical Imitation Policies for Efficient Out-of-Sample Recovery
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #194
Deep Compression Autoencoder for Efficient High-Resolution Diffusion Models
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #23
Time-to-Event Pretraining for 3D Medical Imaging
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #538
From Complexity to Clarity: Analytical Expressions of Deep Neural Network Weights via Clifford Algebra and Convexity
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #593
KBLaM: Knowledge Base augmented Language Model
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #21
Efficiently Democratizing Medical LLMs for 50 Languages via a Mixture of Language Family Experts
[
Slides]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #49
Explore Theory of Mind: program-guided adversarial data generation for theory of mind reasoning
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #134
Training-Free Activation Sparsity in Large Language Models
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #245
What's New in My Data? Novelty Exploration via Contrastive Generation
[
Slides]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #520
Rethinking Visual Counterfactual Explanations Through Region Constraint
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #169
Improved Training Technique for Latent Consistency Models
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #382
Null Counterfactual Factor Interactions for Goal-Conditioned Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #141
Distributional Associations vs In-Context Reasoning: A Study of Feed-forward and Attention Layers
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #388
Swift Hydra: Self-Reinforcing Generative Framework for Anomaly Detection with Multiple Mamba Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #420
Compositional simulation-based inference for time series
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #216
GPromptShield: Elevating Resilience in Graph Prompt Tuning Against Adversarial Attacks
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #350
Noise Separation guided Candidate Label Reconstruction for Noisy Partial Label Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #331
Beyond Interpretability: The Gains of Feature Monosemanticity on Model Robustness
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #305
Generalizing Reasoning Problems to Longer Lengths
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #355
SOAP: Improving and Stabilizing Shampoo using Adam for Language Modeling
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #341
When is Task Vector Provably Effective for Model Editing? A Generalization Analysis of Nonlinear Transformers
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #576
Beyond Content Relevance: Evaluating Instruction Following in Retrieval Models
[
OpenReview]
Blog Track Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #219
Peeking Behind Closed Doors: Risks of LLM Evaluation by Private Data Curators
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #51
LLaMA-Omni: Seamless Speech Interaction with Large Language Models
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #85
TopoGaussian: Inferring Internal Topology Structures from Visual Clues
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #586
Solving Token Gradient Conflict in Mixture-of-Experts for Large Vision-Language Model
[
Slides]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #233
Generative Verifiers: Reward Modeling as Next-Token Prediction
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #367
Neural Sampling from Boltzmann Densities: Fisher-Rao Curves in the Wasserstein Geometry
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #564
AnoLLM: Large Language Models for Tabular Anomaly Detection
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #263
Fine-tuning can Help Detect Pretraining Data from Large Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #504
Concept Bottleneck Language Models For Protein Design
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #215
MaxCutPool: differentiable feature-aware Maxcut for pooling in graph neural networks
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #81
IterComp: Iterative Composition-Aware Feedback Learning from Model Gallery for Text-to-Image Generation
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #105
Glad: A Streaming Scene Generator for Autonomous Driving
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #317
Resolution Attack: Exploiting Image Compression to Deceive Deep Neural Networks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #479
Score-based Self-supervised MRI Denoising
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #248
RobustKV: Defending Large Language Models against Jailbreak Attacks via KV Eviction
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #431
Entropy-based Activation Function Optimization: A Method on Searching Better Activation Functions
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #478
Rethinking Multiple-Instance Learning From Feature Space to Probability Space
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #166
Generalization in VAE and Diffusion Models: A Unified Information-Theoretic Analysis
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #563
Emergence of a High-Dimensional Abstraction Phase in Language Transformers
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #627
MoLEx: Mixture of Layer Experts for Fine-tuning with Sparse Upcycling
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #299
LLM-based Typed Hyperresolution for Commonsense Reasoning with Knowledge Bases
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #459
Causal Reasoning and Large Language Models: Opening a New Frontier for Causality
[
Poster]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #311
CAX: Cellular Automata Accelerated in JAX
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #9
Retrieval Augmented Diffusion Model for Structure-informed Antibody Design and Optimization
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #211
Neural Causal Graph for Interpretable and Intervenable Classification
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #64
One Hundred Neural Networks and Brains Watching Videos: Lessons from Alignment
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #60
BrainACTIV: Identifying visuo-semantic properties driving cortical selectivity using diffusion-based image manipulation
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #552
Montessori-Instruct: Generate Influential Training Data Tailored for Student Learning
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #509
An Engorgio Prompt Makes Large Language Model Babble on
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #628
MMed-RAG: Versatile Multimodal RAG System for Medical Vision Language Models
[
Slides]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #99
InfoGS: Efficient Structure-Aware 3D Gaussians via Lightweight Information Shaping
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #386
Any-step Dynamics Model Improves Future Predictions for Online and Offline Reinforcement Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #235
Scaling FP8 training to trillion-token LLMs
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #61
Self-Attention-Based Contextual Modulation Improves Neural System Identification
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #65
Improving the Sparse Structure Learning of Spiking Neural Networks from the View of Compression Efficiency
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #151
Distribution Backtracking Builds A Faster Convergence Trajectory for Diffusion Distillation
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #427
End-to-end Learning of Gaussian Mixture Priors for Diffusion Sampler
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #147
LayerDAG: A Layerwise Autoregressive Diffusion Model for Directed Acyclic Graph Generation
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #38
AdaManip: Adaptive Articulated Object Manipulation Environments and Policy Learning
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #279
FOSP: Fine-tuning Offline Safe Policy through World Models
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #236
On Linear Representations and Pretraining Data Frequency in Language Models
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #282
DRESSing Up LLM: Efficient Stylized Question-Answering via Style Subspace Editing
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #283
Is Your Model Really A Good Math Reasoner? Evaluating Mathematical Reasoning with Checklist
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #242
Round and Round We Go! What makes Rotary Positional Encodings useful?
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #631
Sparse Learning for State Space Models on Mobile
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #159
MLLMs Know Where to Look: Training-free Perception of Small Visual Details with Multimodal LLMs
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #111
Recognize Any Surgical Object: Unleashing the Power of Weakly-Supervised Data
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #256
Triples as the Key: Structuring Makes Decomposition and Verification Easier in LLM-based TableQA
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #551
Data Pruning by Information Maximization
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #42
MamKO: Mamba-based Koopman operator for modeling and predictive control
[
Poster]
[
OpenReview]
Blog Track Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #483
On the Computation of the Fisher Information in Continual Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #636
Understanding the Generalization of In-Context Learning in Transformers: An Empirical Study
[
OpenReview]
Blog Track Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #220
Does Editing Provide Evidence for Localization?
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #633
GrabS: Generative Embodied Agent for 3D Object Segmentation without Scene Supervision
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #417
Long-time asymptotics of noisy SVGD outside the population limit
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #268
DARE the Extreme: Revisiting Delta-Parameter Pruning For Fine-Tuned Models
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #193
Neural Approximate Mirror Maps for Constrained Diffusion Models
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #446
Satisficing Regret Minimization in Bandits
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #92
Towards Realistic Data Generation for Real-World Super-Resolution
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #526
Have the VLMs Lost Confidence? A Study of Sycophancy in VLMs
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #594
Adapting Multi-modal Large Language Model to Concept Drift From Pre-training Onwards
[
Poster]
[
OpenReview]
Blog Track Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #540
Can LLM Simulations Truly Reflect Humanity? A Deep Dive
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #439
Strategic Classification With Externalities
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #460
Differentially private learners for heterogeneous treatment effects
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #421
Deep Random Features for Scalable Interpolation of Spatiotemporal Data
[
Slides]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #557
The KoLMogorov Test: Compression by Code Generation
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #76
General Scene Adaptation for Vision-and-Language Navigation
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #476
AutoUAD: Hyper-parameter Optimization for Unsupervised Anomaly Detection
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #27
MeshMask: Physics-Based Simulations with Masked Graph Neural Networks
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #271
Quantum-PEFT: Ultra parameter-efficient fine-tuning
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #205
Demystifying Topological Message-Passing with Relational Structures: A Case Study on Oversquashing in Simplicial Message-Passing
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #297
Scaling Laws for Downstream Task Performance in Machine Translation
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #486
Learning to Adapt Frozen CLIP for Few-Shot Test-Time Domain Adaptation
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #579
Q-SFT: Q-Learning for Language Models via Supervised Fine-Tuning
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #387
OGBench: Benchmarking Offline Goal-Conditioned RL
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #96
EffoVPR: Effective Foundation Model Utilization for Visual Place Recognition
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #192
Multimodal Quantitative Language for Generative Recommendation
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #480
Federated Continual Learning Goes Online: Uncertainty-Aware Memory Management for Vision Tasks and Beyond
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #495
Gaussian Differentially Private Human Faces Under a Face Radial Curve Representation
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #315
Multiple Heads are Better than One: Mixture of Modality Knowledge Experts for Entity Representation Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #4
DPLM-2: A Multimodal Diffusion Protein Language Model
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #184
CONTRA: Conformal Prediction Region via Normalizing Flow Transformation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #555
Efficient Diversity-Preserving Diffusion Alignment via Gradient-Informed GFlowNets
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #178
Denoising with a Joint-Embedding Predictive Architecture
[
Slides]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #605
Eliminating Position Bias of Language Models: A Mechanistic Approach
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #591
Everything is Editable: Extend Knowledge Editing to Unstructured Data in Large Language Models
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #328
A Unifying Framework for Representation Learning
[
Slides]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #45
TimeKAN: KAN-based Frequency Decomposition Learning Architecture for Long-term Time Series Forecasting
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #531
Exploring Local Memorization in Diffusion Models via Bright Ending Attention
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #619
Analytic DAG Constraints for Differentiable DAG Learning
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #212
Scalable and Certifiable Graph Unlearning: Overcoming the Approximation Error Barrier
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #334
How Two-Layer Neural Networks Learn, One (Giant) Step at a Time
[
JMLR]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #430
Transformers are Universal In-context Learners
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #226
Automatic Curriculum Expert Iteration for Reliable LLM Reasoning
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #57
BRAID: Input-driven Nonlinear Dynamical Modeling of Neural-Behavioral Data
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #265
Calibrating LLMs with Information-Theoretic Evidential Deep Learning
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #493
GRAIN: Exact Graph Reconstruction from Gradients
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #153
LaGeM: A Large Geometry Model for 3D Representation Learning and Diffusion
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #545
Neural Multi-Objective Combinatorial Optimization via Graph-Image Multimodal Fusion
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #300
Language Models Learn to Mislead Humans via RLHF
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #640
RNNs are not Transformers (Yet): The Key Bottleneck on In-Context Retrieval
[
Slides]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #262
Relaxed Recursive Transformers: Effective Parameter Sharing with Layer-wise LoRA
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #391
QMP: Q-switch Mixture of Policies for Multi-Task Behavior Sharing
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #16
Size-Generalizable RNA Structure Evaluation by Exploring Hierarchical Geometries
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #185
$InterLCM$: Low-Quality Images as Intermediate States of Latent Consistency Models for Effective Blind Face Restoration
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #549
Single Teacher, Multiple Perspectives: Teacher Knowledge Augmentation for Enhanced Knowledge Distillation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #202
Matcha: Mitigating Graph Structure Shifts with Test-Time Adaptation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #543
Compute-Constrained Data Selection
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #239
Teaching LLMs How to Learn with Contextual Fine-Tuning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #344
Shedding Light on Time Series Classification using Interpretability Gated Networks
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #68
Measuring And Improving Engagement of Text-to-Image Generation Models
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #174
BinaryDM: Accurate Weight Binarization for Efficient Diffusion Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #269
Wasserstein Distances, Neuronal Entanglement, and Sparsity
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #585
Inference Scaling Laws: An Empirical Analysis of Compute-Optimal Inference for LLM Problem-Solving
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #191
Flow Matching with General Discrete Paths: A Kinetic-Optimal Perspective
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #104
MP-Mat: A 3D-and-Instance-Aware Human Matting and Editing Framework with Multiplane Representation
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #266
SaMer: A Scenario-aware Multi-dimensional Evaluator for Large Language Models
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #296
ScImage: How good are multimodal large language models at scientific text-to-image generation?
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #368
On the Almost Sure Convergence of the Stochastic Three Points Algorithm
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #196
MVTokenFlow: High-quality 4D Content Generation using Multiview Token Flow
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #432
State Space Models are Provably Comparable to Transformers in Dynamic Token Selection
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #137
Linear Transformer Topological Masking with Graph Random Features
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #565
DELIFT: Data Efficient Language model Instruction Fine-Tuning
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #369
Debiasing Federated Learning with Correlated Client Participation
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #323
Addressing Label Shift in Distributed Learning via Entropy Regularization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #50
Talking Turns: Benchmarking Audio Foundation Models on Turn-Taking Dynamics
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #310
Interaction Asymmetry: A General Principle for Learning Composable Abstractions
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #456
Generalizable Motion Planning via Operator Learning
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #607
Large Language Models are Interpretable Learners
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #539
Reward Guided Latent Consistency Distillation
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #530
Relax and Merge: A Simple Yet Effective Framework for Solving Fair $k$-Means and $k$-sparse Wasserstein Barycenter Problems
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #400
Tractable Multi-Agent Reinforcement Learning through Behavioral Economics
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #34
Actions Speak Louder Than Words: Rate-Reward Trade-off in Markov Decision Processes
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #553
The Hidden Cost of Waiting for Accurate Predictions
[
Slides]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #529
EFFICIENT JAILBREAK ATTACK SEQUENCES ON LARGE LANGUAGE MODELS VIA MULTI-ARMED BANDIT-BASED CONTEXT SWITCHING
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #126
Natural Language Inference Improves Compositionality in Vision-Language Models
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #616
ThinK: Thinner Key Cache by Query-Driven Pruning
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #170
Domain Guidance: A Simple Transfer Approach for a Pre-trained Diffusion Model
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #477
Unsupervised Disentanglement of Content and Style via Variance-Invariance Constraints
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #86
Sitcom-Crafter: A Plot-Driven Human Motion Generation System in 3D Scenes
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #569
GenARM: Reward Guided Generation with Autoregressive Reward Model for Test-Time Alignment
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #72
Loopy: Taming Audio-Driven Portrait Avatar with Long-Term Motion Dependency
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #67
Shared-AE: Automatic Identification of Shared Subspaces in High-dimensional Neural and Behavioral Activity
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #406
How to Find the Exact Pareto Front for Multi-Objective MDPs?
[
Slides]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #150
T-Stitch: Accelerating Sampling in Pre-Trained Diffusion Models with Trajectory Stitching
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #160
SymmetricDiffusers: Learning Discrete Diffusion on Finite Symmetric Groups
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #521
Logic-Logit: A Logic-Based Approach to Choice Modeling
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #398
INS: Interaction-aware Synthesis to Enhance Offline Multi-agent Reinforcement Learning
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #25
Solving Differential Equations with Constrained Learning
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #598
Self-play with Execution Feedback: Improving Instruction-following Capabilities of Large Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #372
Taming Transformer Without Using Learning Rate Warmup
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #108
CertainlyUncertain: A Benchmark and Metric for Multimodal Epistemic and Aleatoric Awareness
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #354
RecFlow: An Industrial Full Flow Recommendation Dataset
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #634
Syntactic and Semantic Control of Large Language Models via Sequential Monte Carlo
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #535
Language Model Alignment in Multilingual Trolley Problems
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #457
A Formal Framework for Understanding Length Generalization in Transformers
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #567
Learning Generalizable Skills from Offline Multi-Task Data for Multi-Agent Cooperation
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #3
Iterative Substructure Extraction for Molecular Relational Learning with Interactive Graph Information Bottleneck
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #183
ParetoFlow: Guided Flows in Multi-Objective Optimization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #548
HyperDAS: Towards Automating Mechanistic Interpretability with Hypernetworks
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #613
Node-Time Conditional Prompt Learning in Dynamic Graphs
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #88
Masked Temporal Interpolation Diffusion for Procedure Planning in Instructional Videos
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #513
Century: A Framework and Dataset for Evaluating Historical Contextualisation of Sensitive Images
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #347
Towards Calibrated Deep Clustering Network
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #533
Growth Inhibitors for Suppressing Inappropriate Image Concepts in Diffusion Models
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #639
Exposure Bracketing Is All You Need For A High-Quality Image
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #416
Bayesian Regularization of Latent Representation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #203
Let Your Features Tell The Differences: Understanding Graph Convolution By Feature Splitting
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #35
LocoVR: Multiuser Indoor Locomotion Dataset in Virtual Reality
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #133
Human-Aligned Chess With a Bit of Search
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #37
3D-AffordanceLLM: Harnessing Large Language Models for Open-Vocabulary Affordance Detection in 3D Worlds
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #358
Learning-Guided Rolling Horizon Optimization for Long-Horizon Flexible Job-Shop Scheduling
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #24
Can Transformers Do Enumerative Geometry?
[
Slides]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #30
No Equations Needed: Learning System Dynamics Without Relying on Closed-Form ODEs
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #389
ODE-based Smoothing Neural Network for Reinforcement Learning Tasks
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #544
Multi-objective antibody design with constrained preference optimization
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #66
Associative memory and dead neurons
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #287
Rethinking Invariance in In-context Learning
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #580
Scaling Offline Model-Based RL via Jointly-Optimized World-Action Model Pretraining
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #44
Latent-EnSF: A Latent Ensemble Score Filter for High-Dimensional Data Assimilation with Sparse Observation Data
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #267
Is Factuality Enhancement a Free Lunch For LLMs? Better Factuality Can Lead to Worse Context-Faithfulness
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #383
Residual Kernel Policy Network: Enhancing Stability and Robustness in RKHS-Based Reinforcement Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #462
Doubly robust identification of treatment effects from multiple environments
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #306
Enhancing Federated Domain Adaptation with Multi-Domain Prototype-Based Federated Fine-Tuning
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #197
Re-Imagining Multimodal Instruction Tuning: A Representation View
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #258
ObscuraCoder: Powering Efficient Code LM Pre-Training Via Obfuscation Grounding
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #374
Many-Objective Multi-Solution Transport
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #89
Learning Color Equivariant Representations
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #556
ProteinBench: A Holistic Evaluation of Protein Foundation Models
[
Slides]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #82
Point Cluster: A Compact Message Unit for Communication-Efficient Collaborative Perception
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #112
CHAMP: Conformalized 3D Human Multi-Hypothesis Pose Estimators
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #222
Feast Your Eyes: Mixture-of-Resolution Adaptation for Multimodal Large Language Models
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #119
RESfM: Robust Deep Equivariant Structure from Motion
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #125
Empowering Users in Digital Privacy Management through Interactive LLM-Based Agents
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #496
Learning from End User Data with Shuffled Differential Privacy over Kernel Densities
[
Slides]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #257
Reasoning Elicitation in Language Models via Counterfactual Feedback
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #356
From Decoupling to Adaptive Transformation: a Wider Optimization Space for PTQ
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #596
Linear SCM Identification in the Presence of Confounders and Gaussian Noise
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #264
ReGenesis: LLMs can Grow into Reasoning Generalists via Self-Improvement
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #79
Evidential Learning-based Certainty Estimation for Robust Dense Feature Matching
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #501
Outlier Synthesis via Hamiltonian Monte Carlo for Out-of-Distribution Detection
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #173
VideoGrain: Modulating Space-Time Attention for Multi-Grained Video Editing
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #376
GOPlan: Goal-conditioned Offline Reinforcement Learning by Planning with Learned Models
[
Poster]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #575
A Theoretical Framework for Partially-Observed Reward States in RLHF
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #176
Repetition Improves Language Model Embeddings
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #252
SPA-BENCH: A COMPREHENSIVE BENCHMARK FOR SMARTPHONE AGENT EVALUATION
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #425
Optimizing Backward Policies in GFlowNets via Trajectory Likelihood Maximization
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #469
Judge Decoding: Faster Speculative Sampling Requires Going Beyond Model Alignment
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #15
Regulatory DNA Sequence Design with Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #471
Building, Reusing, and Generalizing Abstract Representations from Concrete Sequences
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #603
Disentangled Representation Learning with the Gromov-Monge Gap
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #494
Controllable Unlearning for Image-to-Image Generative Models via $\epsilon$-Constrained Optimization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #510
UV-Attack: Physical-World Adversarial Attacks on Person Detection via Dynamic-NeRF-based UV Mapping
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #94
LaMP: Language-Motion Pretraining for Motion Generation, Retrieval, and Captioning
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #447
Learning Structured Universe Graph with Outlier OOD Detection for Partial Matching
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #604
What Secrets Do Your Manifolds Hold? Understanding the Local Geometry of Generative Models
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #452
To Clip or not to Clip: the Dynamics of SGD with Gradient Clipping in High-Dimensions
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #361
UniCO: On Unified Combinatorial Optimization via Problem Reduction to Matrix-Encoded General TSP
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #377
Preference Elicitation for Offline Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #444
Statistical Advantages of Perturbing Cosine Router in Mixture of Experts
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #278
Bridging and Modeling Correlations in Pairwise Data for Direct Preference Optimization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #333
SSOLE: Rethinking Orthogonal Low-rank Embedding for Self-Supervised Learning
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #295
LLaVA-MoD: Making LLaVA Tiny via MoE-Knowledge Distillation
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #629
Density estimation with LLMs: a geometric investigation of in-context learning trajectories
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #240
The Semantic Hub Hypothesis: Language Models Share Semantic Representations Across Languages and Modalities
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #325
Revisiting Feature Prediction for Learning Visual Representations from Video
[
Poster]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #122
Simulating Human-like Daily Activities with Desire-driven Autonomy
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #224
Seq-VCR: Preventing Collapse in Intermediate Transformer Representations for Enhanced Reasoning
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #177
CoInD: Enabling Logical Compositions in Diffusion Models
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #541
Descent with Misaligned Gradients and Applications to Hidden Convexity
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #182
Diffusion State-Guided Projected Gradient for Inverse Problems
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #473
Learning from weak labelers as constraints
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #293
Addax: Utilizing Zeroth-Order Gradients to Improve Memory Efficiency and Performance of SGD for Fine-Tuning Language Models
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #309
Improving Neural Network Accuracy by Concurrently Training with a Twin Network
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #90
Towards Marginal Fairness Sliced Wasserstein Barycenter
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #73
CO-MOT: Boosting End-to-end Transformer-based Multi-Object Tracking via Coopetition Label Assignment and Shadow Sets
[
Slides]
[
Poster]
[
OpenReview]
Blog Track Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #218
Pre-training of Foundation Adapters for LLM Fine-tuning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #606
No Location Left Behind: Measuring and Improving the Fairness of Implicit Representations for Earth Data
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #19
LeFusion: Controllable Pathology Synthesis via Lesion-Focused Diffusion Models
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #378
Efficient Active Imitation Learning with Random Network Distillation
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #554
From Sparse Dependence to Sparse Attention: Unveiling How Chain-of-Thought Enhances Transformer Sample Efficiency
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #506
Mitigating the Backdoor Effect for Multi-Task Model Merging via Safety-Aware Subspace
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #180
Mining your own secrets: Diffusion Classifier Scores for Continual Personalization of Text-to-Image Diffusion Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #187
Faster Inference of Flow-Based Generative Models via Improved Data-Noise Coupling
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #303
Causally Motivated Sycophancy Mitigation for Large Language Models
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #587
Data Center Cooling System Optimization Using Offline Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #157
ACE: All-round Creator and Editor Following Instructions via Diffusion Transformer
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #114
TEASER: Token Enhanced Spatial Modeling for Expressions Reconstruction
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #523
Intrinsic User-Centric Interpretability through Global Mixture of Experts
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #490
Complementary Label Learning with Positive Label Guessing and Negative Label Enhancement
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #445
Transformers Provably Solve Parity Efficiently with Chain of Thought
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #118
IDArb: Intrinsic Decomposition for Arbitrary Number of Input Views and Illuminations
[
Slides]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #241
Unhackable Temporal Reward for Scalable Video MLLMs
[
Slides]
[
OpenReview]
Poster
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #475
Semi-Supervised CLIP Adaptation by Enforcing Semantic and Trapezoidal Consistency
[
Poster]
[
OpenReview]
Poster Session
Fri Apr 25 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B None
Poster Session 5
Oral
Fri Apr 25 07:30 PM -- 07:42 PM (PDT) @ Hall 1 Apex None
Spread Preference Annotation: Direct Preference Judgment for Efficient LLM Alignment
[
OpenReview]
Oral
Fri Apr 25 07:30 PM -- 07:42 PM (PDT) @ Garnet 216-218 None
Sparse Feature Circuits: Discovering and Editing Interpretable Causal Graphs in Language Models
[
Slides]
[
OpenReview]
Oral
Fri Apr 25 07:30 PM -- 07:42 PM (PDT) @ Garnet 213-215 None
How much of my dataset did you use? Quantitative Data Usage Inference in Machine Learning
[
OpenReview]
Oral
Fri Apr 25 07:30 PM -- 07:42 PM (PDT) @ Garnet 212-213 None
Tight Lower Bounds under Asymmetric High-Order Hölder Smoothness and Uniform Convexity
[
Slides]
[
OpenReview]
Oral
Fri Apr 25 07:30 PM -- 07:42 PM (PDT) @ Peridot 204-205 None
Geometry-aware RL for Manipulation of Varying Shapes and Deformable Objects
[
OpenReview]
Oral
Fri Apr 25 07:30 PM -- 07:42 PM (PDT) @ Peridot 202-203 None
What should a neuron aim for? Designing local objective functions based on information theory
[
OpenReview]
Oral Session
Fri Apr 25 07:30 PM -- 09:00 PM (PDT) @ Hall 1 Apex None
Oral Session 5A
Oral Session
Fri Apr 25 07:30 PM -- 09:00 PM (PDT) @ Garnet 213-215 None
Oral Session 5B
Oral Session
Fri Apr 25 07:30 PM -- 09:00 PM (PDT) @ Garnet 216-218 None
Oral Session 5C
Oral Session
Fri Apr 25 07:30 PM -- 09:00 PM (PDT) @ Garnet 212&219 None
Oral Session 5D
Oral Session
Fri Apr 25 07:30 PM -- 09:00 PM (PDT) @ Peridot 202-203 None
Oral Session 5E
Oral Session
Fri Apr 25 07:30 PM -- 09:00 PM (PDT) @ Peridot 204-205 None
Oral Session 5F
Oral
Fri Apr 25 07:42 PM -- 07:54 PM (PDT) @ Garnet 212-213 None
Second-Order Min-Max Optimization with Lazy Hessians
[
OpenReview]
Oral
Fri Apr 25 07:42 PM -- 07:54 PM (PDT) @ Garnet 213-215 None
Proxy Denoising for Source-Free Domain Adaptation
[
OpenReview]
Oral
Fri Apr 25 07:42 PM -- 07:54 PM (PDT) @ Peridot 204-205 None
Instant Policy: In-Context Imitation Learning via Graph Diffusion
[
OpenReview]
Oral
Fri Apr 25 07:42 PM -- 07:54 PM (PDT) @ Hall 1 Apex None
Do LLMs Recognize Your Preferences? Evaluating Personalized Preference Following in LLMs
[
OpenReview]
Oral
Fri Apr 25 07:42 PM -- 07:54 PM (PDT) @ Peridot 202-203 None
A Decade's Battle on Dataset Bias: Are We There Yet?
[
OpenReview]
Oral
Fri Apr 25 07:42 PM -- 07:54 PM (PDT) @ Garnet 216-218 None
Unlearning-based Neural Interpretations
[
OpenReview]
Oral
Fri Apr 25 07:54 PM -- 08:06 PM (PDT) @ Hall 1 Apex None
Language Representations Can be What Recommenders Need: Findings and Potentials
[
OpenReview]
Oral
Fri Apr 25 07:54 PM -- 08:06 PM (PDT) @ Garnet 212-213 None
Can Neural Networks Achieve Optimal Computational-statistical Tradeoff? An Analysis on Single-Index Model
[
OpenReview]
Oral
Fri Apr 25 07:54 PM -- 08:06 PM (PDT) @ Peridot 204-205 None
Predictive Inverse Dynamics Models are Scalable Learners for Robotic Manipulation
[
OpenReview]
Oral
Fri Apr 25 07:54 PM -- 08:06 PM (PDT) @ Garnet 213-215 None
Data Shapley in One Training Run
[
OpenReview]
Oral
Fri Apr 25 07:54 PM -- 08:06 PM (PDT) @ Peridot 202-203 None
On Conformal Isometry of Grid Cells: Learning Distance-Preserving Position Embedding
[
OpenReview]
Oral
Fri Apr 25 07:54 PM -- 08:06 PM (PDT) @ Garnet 216-218 None
Knowledge Entropy Decay during Language Model Pretraining Hinders New Knowledge Acquisition
[
OpenReview]
Oral
Fri Apr 25 08:06 PM -- 08:18 PM (PDT) @ Peridot 202-203 None
Comparing noisy neural population dynamics using optimal transport distances
[
OpenReview]
Oral
Fri Apr 25 08:06 PM -- 08:18 PM (PDT) @ Garnet 212-213 None
Standard Gaussian Process is All You Need for High-Dimensional Bayesian Optimization
[
Slides]
[
OpenReview]
Oral
Fri Apr 25 08:06 PM -- 08:18 PM (PDT) @ Garnet 213-215 None
Data Selection via Optimal Control for Language Models
[
OpenReview]
Oral
Fri Apr 25 08:06 PM -- 08:18 PM (PDT) @ Peridot 204-205 None
Data Scaling Laws in Imitation Learning for Robotic Manipulation
[
OpenReview]
Oral
Fri Apr 25 08:06 PM -- 08:18 PM (PDT) @ Hall 1 Apex None
DarkBench: Benchmarking Dark Patterns in Large Language Models
[
OpenReview]
Oral
Fri Apr 25 08:06 PM -- 08:18 PM (PDT) @ Garnet 216-218 None
Cross-Entropy Is All You Need To Invert the Data Generating Process
[
OpenReview]
Oral
Fri Apr 25 08:18 PM -- 08:30 PM (PDT) @ Garnet 213-215 None
Combatting Dimensional Collapse in LLM Pre-Training Data via Submodular File Selection
[
OpenReview]
Oral
Fri Apr 25 08:18 PM -- 08:30 PM (PDT) @ Peridot 204-205 None
Diffusion-Based Planning for Autonomous Driving with Flexible Guidance
[
OpenReview]
Oral
Fri Apr 25 08:18 PM -- 08:30 PM (PDT) @ Peridot 202-203 None
A Computational Framework for Modeling Emergence of Color Vision in the Human Brain
[
OpenReview]
Oral
Fri Apr 25 08:18 PM -- 08:30 PM (PDT) @ Garnet 212-213 None
Improved Finite-Particle Convergence Rates for Stein Variational Gradient Descent
[
OpenReview]
Oral
Fri Apr 25 08:18 PM -- 08:30 PM (PDT) @ Hall 1 Apex None
Linear Representations of Political Perspective Emerge in Large Language Models
[
Slides]
[
OpenReview]
Oral
Fri Apr 25 08:18 PM -- 08:30 PM (PDT) @ Garnet 216-218 None
Can a MISL Fly? Analysis and Ingredients for Mutual Information Skill Learning
[
Slides]
[
OpenReview]
Oral
Fri Apr 25 08:30 PM -- 08:42 PM (PDT) @ Peridot 204-205 None
Kinetix: Investigating the Training of General Agents through Open-Ended Physics-Based Control Tasks
[
OpenReview]
Oral
Fri Apr 25 08:30 PM -- 08:42 PM (PDT) @ Peridot 202-203 None
Learning and aligning single-neuron invariance manifolds in visual cortex
[
OpenReview]
Oral
Fri Apr 25 08:30 PM -- 08:42 PM (PDT) @ Garnet 212-213 None
Classic but Everlasting: Traditional Gradient-Based Algorithms Converges Fast Even in Time-Varying Multi-Player Games
[
OpenReview]
Oral
Fri Apr 25 08:30 PM -- 08:42 PM (PDT) @ Hall 1 Apex None
Do as We Do, Not as You Think: the Conformity of Large Language Models
[
OpenReview]
Oral
Fri Apr 25 08:30 PM -- 08:42 PM (PDT) @ Garnet 213-215 None
DEPT: Decoupled Embeddings for Pre-training Language Models
[
Slides]
[
OpenReview]
Break
Fri Apr 25 09:30 PM -- 11:00 PM (PDT) None
Lunch Break (on your own)
Mentorship
Fri Apr 25 09:30 PM -- 10:15 PM (PDT) @ Topaz Concourse None
Mentorship Hour
Expo Talk Panel
Fri Apr 25 10:00 PM -- 11:00 PM (PDT) @ Garnet 212&219 None
Kvax: Fast and easy-to-use Flash Attention implementation for JAX
Expo Talk Panel
Fri Apr 25 10:00 PM -- 11:00 PM (PDT) @ Garnet 216-218 None
Improving LLM Benchmarks: Making AI Work for Real-World Needs
Expo Talk Panel
Fri Apr 25 10:00 PM -- 11:00 PM (PDT) @ Garnet 213-215 None
Leveraging Multimodal LLMs for Shopify’s Global Catalogue
Expo Talk Panel
Fri Apr 25 10:00 PM -- 11:00 PM (PDT) @ Peridot 202-203 None
verl: Flexible and Efficient Infrastructures for Post-training LLMs
Mentorship
Fri Apr 25 10:15 PM -- 11:00 PM (PDT) @ Topaz Concourse None
Mentorship Hour
Town Hall
Fri Apr 25 10:15 PM -- 11:00 PM (PDT) @ Hall 1 Apex None
Town Hall
Invited Talk
Fri Apr 25 11:00 PM -- 12:00 AM (PDT) @ Hall 1 Apex None
Open-Endedness, World Models, and the Automation of Innovation
Invited Talk
Fri Apr 25 11:00 PM -- 12:00 AM (PDT) @ Garnet 212-219 & Peridot 202-205 None
Overflow: Open-Endedness, World Models, and the Automation of Innovation
Break
Sat Apr 26 12:00 AM -- 12:30 AM (PDT) @ Hall 2 None
Break
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #488
Enhancing Robust Fairness via Confusional Spectral Regularization
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #414
Classic but Everlasting: Traditional Gradient-Based Algorithms Converge Fast Even in Time-Varying Multi-Player Games
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #467
MIRACLE 3D: Memory-efficient Integrated Robust Approach for Continual Learning on 3D Point Clouds via Shape Model Construction
[
Poster]
[
OpenReview]
Blog Track Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #521
LLMs' Potential Influences on Our Democracy: Challenges and Opportunities
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #334
When GNNs meet symmetry in ILPs: an orbit-based feature augmentation approach
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #179
MDSGen: Fast and Efficient Masked Diffusion Temporal-Aware Transformers for Open-Domain Sound Generation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #290
Formation of Representations in Neural Networks
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #335
Edge-aware Image Smoothing with Relative Wavelet Domain Representation
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #372
Reinforcement Learning for Control of Non-Markovian Cellular Population Dynamics
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #27
FreeCG: Free the Design Space of Clebsch-Gordan Transform for Machine Learning Force Fields
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #552
SV-RAG: LoRA-Contextualizing Adaptation of MLLMs for Long Document Understanding
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #141
LeanAgent: Lifelong Learning for Formal Theorem Proving
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #546
From Few to Many: Self-Improving Many-Shot Reasoners Through Iterative Optimization and Generation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #634
Fitting Networks with a Cancellation Trick
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #363
Don't flatten, tokenize! Unlocking the key to SoftMoE's efficacy in deep RL
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #347
Debiasing Mini-Batch Quadratics for Applications in Deep Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #597
Data Distillation for extrapolative protein design through exact preference optimization
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #265
Dynamic Low-Rank Sparse Adaptation for Large Language Models
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #322
SparsyFed: Sparse Adaptive Federated Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #73
Re-Thinking Inverse Graphics With Large Language Models
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #266
Promptriever: Instruction-Trained Retrievers Can Be Prompted Like Language Models
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #36
AnyTouch: Learning Unified Static-Dynamic Representation across Multiple Visuo-tactile Sensors
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #423
Neural Dueling Bandits: Preference-Based Optimization with Human Feedback
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #496
Watermark Anything With Localized Messages
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #627
GraphBridge: Towards Arbitrary Transfer Learning in GNNs
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #128
econSG: Efficient and Multi-view Consistent Open-Vocabulary 3D Semantic Gaussians
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #172
Beyond the convexity assumption: Realistic tabular data generation under quantifier-free real linear constraints
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #228
Efficient Policy Evaluation with Safety Constraint for Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #490
On Calibration of LLM-based Guard Models for Reliable Content Moderation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #261
OS-ATLAS: Foundation Action Model for Generalist GUI Agents
[
Slides]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #321
MMSearch: Unveiling the Potential of Large Models as Multi-modal Search Engines
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #366
Student-Informed Teacher Training
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #472
Hessian-Free Online Certified Unlearning
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #270
Rethinking Reward Modeling in Preference-based Large Language Model Alignment
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #405
Conditional Testing based on Localized Conformal $p$-values
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #501
Sparse autoencoders reveal selective remapping of visual concepts during adaptation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #473
How much of my dataset did you use? Quantitative Data Usage Inference in Machine Learning
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #632
How many samples are needed to train a deep neural network?
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #524
SPARTUN3D: Situated Spatial Understanding of 3D World in Large Language Model
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #360
A General Framework for Off-Policy Learning with Partially-Observed Reward
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #315
Geometric Inductive Biases of Deep Networks: The Role of Data and Architecture
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #185
PolyhedronNet: Representation Learning for Polyhedra with Surface-attributed Graph
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #274
How efficient is LLM-generated code? A rigorous & high-standard benchmark
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #208
MagicPIG: LSH Sampling for Efficient LLM Generation
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #608
PhiNets: Brain-inspired Non-contrastive Learning Based on Temporal Prediction Hypothesis
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #186
On the Expressive Power of Sparse Geometric MPNNs
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #340
On the Crucial Role of Initialization for Matrix Factorization
[
Slides]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #328
Towards Foundation Models for Mixed Integer Linear Programming
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #144
Mind the GAP: Glimpse-based Active Perception improves generalization and sample efficiency of visual reasoning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #177
Adjoint Matching: Fine-tuning Flow and Diffusion Generative Models with Memoryless Stochastic Optimal Control
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #215
BEEM: Boosting Performance of Early Exit DNNs using Multi-Exit Classifiers as Experts
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #318
Time-MoE: Billion-Scale Time Series Foundation Models with Mixture of Experts
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #90
Gaussian Head & Shoulders: High Fidelity Neural Upper Body Avatars with Anchor Gaussian Guided Texture Warping
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #296
$\sigma$-zero: Gradient-based Optimization of $\ell_0$-norm Adversarial Examples
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #181
BrainOOD: Out-of-distribution Generalizable Brain Network Analysis
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #512
An Effective Theory of Bias Amplification
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #447
Has the Deep Neural Network learned the Stochastic Process? An Evaluation Viewpoint
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #485
Mitigating Spurious Correlations in Zero-Shot Multimodal Models
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #226
MambaExtend: A Training-Free Approach to Improve Long Context Extension of Mamba
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #138
MLLM as Retriever: Interactively Learning Multimodal Retrieval for Embodied Agents
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #591
An Effective Manifold-based Optimization Method for Distributionally Robust Classification
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #571
Min-K%++: Improved Baseline for Pre-Training Data Detection from Large Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #162
IRIS: LLM-Assisted Static Analysis for Detecting Security Vulnerabilities
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #573
DGQ: Distribution-Aware Group Quantization for Text-to-Image Diffusion Models
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #375
Zero-shot Model-based Reinforcement Learning using Large Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #288
Interpreting and Editing Vision-Language Representations to Mitigate Hallucinations
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #615
Sharper Guarantees for Learning Neural Network Classifiers with Gradient Methods
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #398
InverseBench: Benchmarking Plug-and-Play Diffusion Priors for Inverse Problems in Physical Sciences
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #431
A Unified Theory of Quantum Neural Network Loss Landscapes
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #12
IgGM: A Generative Model for Functional Antibody and Nanobody Design
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #251
Knowledge Entropy Decay during Language Model Pretraining Hinders New Knowledge Acquisition
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #273
Aioli: A Unified Optimization Framework for Language Model Data Mixing
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #22
Differentiable and Learnable Wireless Simulation with Geometric Transformers
[
Slides]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #31
HyPoGen: Optimization-Biased Hypernetworks for Generalizable Policy Generation
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #514
DarkBench: Benchmarking Dark Patterns in Large Language Models
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #581
Simple ReFlow: Improved Techniques for Fast Flow Models
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #549
Pursuing Better Decision Boundaries for Long-Tailed Object Detection via Category Information Amount
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #636
GenEx: Generating an Explorable World
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #443
Stabilized Neural Prediction of Potential Outcomes in Continuous Time
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #545
Maximizing the Potential of Synthetic Data: Insights from Random Matrix Theory
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #81
Sports-Traj: A Unified Trajectory Generation Model for Multi-Agent Movement in Sports
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #96
Accessing Vision Foundation Models via ImageNet-1K
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #513
Does Refusal Training in LLMs Generalize to the Past Tense?
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #229
Can Video LLMs Refuse to Answer? Alignment for Answerability in Video Large Language Models
[
Slides]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #497
NNsight and NDIF: Democratizing Access to Open-Weight Foundation Model Internals
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #223
RetroInText: A Multimodal Large Language Model Enhanced Framework for Retrosynthetic Planning via In-Context Representation Learning
[
Slides]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #13
Learning to Discover Regulatory Elements for Gene Expression Prediction
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #527
HQGS: High-Quality Novel View Synthesis with Gaussian Splatting in Degraded Scenes
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #258
Enhancing Cognition and Explainability of Multimodal Foundation Models with Self-Synthesized Data
[
Slides]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #401
Provable Convergence and Limitations of Geometric Tempering for Langevin Dynamics
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #46
The Case for Cleaner Biosignals: High-fidelity Neural Compressor Enables Transfer from Cleaner iEEG to Noisier EEG
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #544
Data Shapley in One Training Run
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #396
BAMDP Shaping: a Unified Framework for Intrinsic Motivation and Reward Shaping
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #585
Second-Order Min-Max Optimization with Lazy Hessians
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #631
3D-SPATIAL MULTIMODAL MEMORY
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #453
Global Identifiability of Overcomplete Dictionary Learning via L1 and Volume Minimization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #153
ControlAR: Controllable Image Generation with Autoregressive Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #101
Gap Preserving Distillation by Building Bidirectional Mappings with A Dynamic Teacher
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #160
Topological Schrödinger Bridge Matching
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #384
Expected Return Symmetries
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #553
One Model Transfer to All: On Robust Jailbreak Prompts Generation against LLMs
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #430
Tight Lower Bounds under Asymmetric High-Order Hölder Smoothness and Uniform Convexity
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #456
ReSi: A Comprehensive Benchmark for Representational Similarity Measures
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #502
Boosting the visual interpretability of CLIP via adversarial fine-tuning
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #16
Reasoning-Enhanced Healthcare Predictions with Knowledge Graph Community Retrieval
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #409
Proxy Denoising for Source-Free Domain Adaptation
[
Slides]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #498
Concept Bottleneck Large Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #76
MoDGS: Dynamic Gaussian Splatting from Casually-captured Monocular Videos with Depth Priors
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #87
DreamCatalyst: Fast and High-Quality 3D Editing via Controlling Editability and Identity Preservation
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #75
Animate-X: Universal Character Image Animation with Enhanced Motion Representation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #187
Beyond Random Masking: When Dropout meets Graph Convolutional Networks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #216
Shot2Story: A New Benchmark for Comprehensive Understanding of Multi-shot Videos
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #393
ADMM for Nonconvex Optimization under Minimal Continuity Assumption
[
Slides]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #268
Logicbreaks: A Framework for Understanding Subversion of Rule-based Inference
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #625
Denoising Autoregressive Transformers for Scalable Text-to-Image Generation
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #404
Improved Finite-Particle Convergence Rates for Stein Variational Gradient Descent
[
Slides]
[
OpenReview]
Blog Track Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #309
A primer on analytical learning dynamics of nonlinear neural networks
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #220
LeanQuant: Accurate and Scalable Large Language Model Quantization with Loss-error-aware Grid
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #241
Can LLMs Really Learn to Translate a Low-Resource Language from One Grammar Book?
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #477
Dynamic Neural Fortresses: An Adaptive Shield for Model Extraction Defense
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #495
Sparse Feature Circuits: Discovering and Editing Interpretable Causal Graphs in Language Models
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #440
Differentiable Causal Discovery for Latent Hierarchical Causal Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #559
SpaceGNN: Multi-Space Graph Neural Network for Node Anomaly Detection with Extremely Limited Labels
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #377
Kinetix: Investigating the Training of General Agents through Open-Ended Physics-Based Control Tasks
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #515
Balancing Bias in Two-sided Markets for Fair Stable Matchings
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #462
PIG: Physics-Informed Gaussians as Adaptive Parametric Mesh Representations
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #562
Certifying Language Model Robustness with Fuzzed Randomized Smoothing: An Efficient Defense Against Backdoor Attacks
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #464
LoRA-X: Bridging Foundation Models with Training-Free Cross-Model Adaptation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #255
Dual Process Learning: Controlling Use of In-Context vs. In-Weights Strategies with Weight Forgetting
[
Slides]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #310
High-dimensional Analysis of Knowledge Distillation: Weak-to-Strong Generalization and Scaling Laws
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #44
FreDF: Learning to Forecast in the Frequency Domain
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #283
In-Context Editing: Learning Knowledge from Self-Induced Distributions
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #417
Generalization Bounds for Canonicalization: A Comparative Study with Group Averaging
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #247
CodePlan: Unlocking Reasoning Potential in Large Language Models by Scaling Code-form Planning
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #233
Towards a Theoretical Understanding of Synthetic Data in LLM Post-Training: A Reverse-Bottleneck Perspective
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #342
Efficient Alternating Minimization with Applications to Weighted Low Rank Approximation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #58
SeCom: On Memory Construction and Retrieval for Personalized Conversational Agents
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #305
Robust Gymnasium: A Unified Modular Benchmark for Robust Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #593
Interleaved Scene Graphs for Interleaved Text-and-Image Generation Assessment
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #57
The Power of LLM-Generated Synthetic Data for Stance Detection in Online Political Discussions
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #285
Robust Function-Calling for On-Device Language Model via Function Masking
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #91
Centrality-guided Pre-training for Graph
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #53
Synthio: Augmenting Small-Scale Audio Classification Datasets with Synthetic Data
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #584
NatureLM-audio: an Audio-Language Foundation Model for Bioacoustics
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #152
Fugatto 1: Foundational Generative Audio Transformer Opus 1
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #337
Linear Partial Gromov-Wasserstein Embedding
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #506
Linear Representations of Political Perspective Emerge in Large Language Models
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #376
Can a MISL Fly? Analysis and Ingredients for Mutual Information Skill Learning
[
Slides]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #457
Learnable Expansion of Graph Operators for Multi-Modal Feature Fusion
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #536
SEPARATE: A Simple Low-rank Projection for Gradient Compression in Modern Large-scale Model Training Process
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #455
URLOST: Unsupervised Representation Learning without Stationarity or Topology
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #547
Revisiting Large-Scale Non-convex Distributionally Robust Optimization
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #236
Decoding Game: On Minimax Optimality of Heuristic Text Generation Strategies
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #354
Leveraging Variable Sparsity to Refine Pareto Stationarity in Multi-Objective Optimization
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #123
Simplifying Deep Temporal Difference Learning
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #339
Nonconvex Stochastic Optimization under Heavy-Tailed Noises: Optimal Convergence without Gradient Clipping
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #63
On Conformal Isometry of Grid Cells: Learning Distance-Preserving Position Embedding
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #259
MQuAKE-Remastered: Multi-Hop Knowledge Editing Can Only Be Advanced with Reliable Evaluations
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #437
Beyond Worst-Case Dimensionality Reduction for Sparse Vectors
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #165
Diffusion Bridge Implicit Models
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #439
Everything, Everywhere, All at Once: Is Mechanistic Interpretability Identifiable?
[
Slides]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #289
CFD: Learning Generalized Molecular Representation via Concept-Enhanced Feedback Disentanglement
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #528
Beyond Graphs: Can Large Language Models Comprehend Hypergraphs?
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #205
Better Instruction-Following Through Minimum Bayes Risk
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #494
Bridging the Data Provenance Gap Across Text, Speech, and Video
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #227
Weak to Strong Generalization for Large Language Models with Multi-capabilities
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #446
Advancing Out-of-Distribution Detection via Local Neuroplasticity
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #182
DUALFormer: Dual Graph Transformer
[
Poster]
[
OpenReview]
Blog Track Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #523
Repurposing in AI: A Distinct Approach or an Extension of Creative Problem Solving?
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #555
Unlearning-based Neural Interpretations
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #252
BALROG: Benchmarking Agentic LLM and VLM Reasoning On Games
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #400
Gaussian Ensemble Belief Propagation for Efficient Inference in High-Dimensional, Black-box Systems
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #616
The Optimization Landscape of SGD Across the Feature Learning Strength
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #104
3D Vision-Language Gaussian Splatting
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #622
Context-Parametric Inversion: Why Instruction Finetuning May Not Actually Improve Context Reliance
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #407
Federated Domain Generalization with Data-free On-server Matching Gradient
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #211
Human-inspired Episodic Memory for Infinite Context LLMs
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #482
Rethinking Invariance Regularization in Adversarial Training to Improve Robustness-Accuracy Trade-off
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #570
CirT: Global Subseasonal-to-Seasonal Forecasting with Geometry-inspired Transformer
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #358
Fat-to-Thin Policy Optimization: Offline Reinforcement Learning with Sparse Policies
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #350
Event-Driven Online Vertical Federated Learning
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #62
The 3D-PC: a benchmark for visual perspective taking in humans and machines
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #604
Improving Generalization and Robustness in SNNs Through Signed Rate Encoding and Sparse Encoding Attacks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #191
DeepGate4: Efficient and Effective Representation Learning for Circuit Design at Scale
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #426
dEBORA: Efficient Bilevel Optimization-based low-Rank Adaptation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #367
Select before Act: Spatially Decoupled Action Repetition for Continuous Control
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #620
Endless Jailbreaks with Bijection Learning
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #550
Multi-session, multi-task neural decoding from distinct cell-types and brain regions
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #628
Towards Multiple Character Image Animation Through Enhancing Implicit Decoupling
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #116
Knowledge Distillation with Multi-granularity Mixture of Priors for Image Super-Resolution
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #9
Boltzmann-Aligned Inverse Folding Model as a Predictor of Mutational Effects on Protein-Protein Interactions
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #505
PhyloLM: Inferring the Phylogeny of Large Language Models and Predicting their Performances in Benchmarks
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #232
Combining Induction and Transduction for Abstract Reasoning
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #526
GenSE: Generative Speech Enhancement via Language Models using Hierarchical Modeling
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #230
Mixture of Attentions For Speculative Decoding
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #277
Adaptive Rank Allocation: Speeding Up Modern Transformers with RaNA Adapters
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #613
MCNC: Manifold-Constrained Reparameterization for Neural Compression
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #520
Learning Regularized Graphon Mean-Field Games with Unknown Graphons
[
JMLR]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #351
Methods with Local Steps and Random Reshuffling for Generally Smooth Non-Convex Federated Optimization
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #173
DAWN: Dynamic Frame Avatar with Non-autoregressive Diffusion Framework for Talking head Video Generation
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #607
Deconstructing Denoising Diffusion Models for Self-Supervised Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #25
Rethinking the role of frames for SE(3)-invariant crystal structure modeling
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #586
Can Neural Networks Achieve Optimal Computational-statistical Tradeoff? An Analysis on Single-Index Model
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #442
Signature Kernel Conditional Independence Tests in Causal Discovery for Stochastic Processes
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #399
Standard Gaussian Process is All You Need for High-Dimensional Bayesian Optimization
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #557
Sequential Stochastic Combinatorial Optimization Using Hierarchal Reinforcement Learning
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #468
Why In-Context Learning Models are Good Few-Shot Learners?
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #137
3D-MolT5: Leveraging Discrete Structural Information for Molecule-Text Modeling
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #42
Data Scaling Laws in Imitation Learning for Robotic Manipulation
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #254
Improving Pretraining Data Using Perplexity Correlations
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #11
Atomas: Hierarchical Adaptive Alignment on Molecule-Text for Unified Molecule Understanding and Generation
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #603
Language-Image Models with 3D Understanding
[
Slides]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #59
SPDIM: Source-Free Unsupervised Conditional and Label Shift Adaptation in EEG
[
Slides]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #291
A Riemannian Framework for Learning Reduced-order Lagrangian Dynamics
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #256
Preference Optimization for Reasoning with Pseudo Feedback
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #240
Toward Understanding In-context vs. In-weight Learning
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #295
Isometric Regularization for Manifolds of Functional Data
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #424
Pairwise Elimination with Instance-Dependent Guarantees for Bandits with Cost Subsidy
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #197
Fast unsupervised ground metric learning with tree-Wasserstein distance
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #583
Mix-CPT: A Domain Adaptation Framework via Decoupling Knowledge Learning and Format Alignment
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #121
Hidden in the Noise: Two-Stage Robust Watermarking for Images
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #463
Budgeted Online Continual Learning by Adaptive Layer Freezing and Frequency-based Sampling
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #61
SIM: Surface-based fMRI Analysis for Inter-Subject Multimodal Decoding from Movie-Watching Experiments
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #373
Causal Information Prioritization for Efficient Reinforcement Learning
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #359
Cross-Domain Off-Policy Evaluation and Learning for Contextual Bandits
[
Slides]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #410
Minimax Optimal Two-Stage Algorithm For Moment Estimation Under Covariate Shift
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #361
Neuroplastic Expansion in Deep Reinforcement Learning
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #538
PRDP: Progressively Refined Differentiable Physics
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #471
Image-level Memorization Detection via Inversion-based Inference Perturbation
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #434
Improved Regret Bounds for Linear Adversarial MDPs via Linear Optimization
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #26
Learning local equivariant representations for quantum operators
[
Slides]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #207
Forking Paths in Neural Text Generation
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #612
A Little Goes a Long Way: Efficient Long Context Training and Inference with Partial Contexts
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #508
Provably Accurate Shapley Value Estimation via Leverage Score Sampling
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #566
COAT: Compressing Optimizer states and Activations for Memory-Efficient FP8 Training
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #167
Diffusion-based Neural Network Weights Generation
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #145
Equivariant Neural Functional Networks for Transformers
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #293
How Low Can You Go? Searching for the Intrinsic Dimensionality of Complex Networks using Metric Node Embeddings
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #294
X-Fi: A Modality-Invariant Foundation Model for Multimodal Human Sensing
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #428
Nonasymptotic Analysis of Stochastic Gradient Descent with the Richardson–Romberg Extrapolation
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #469
DailyDilemmas: Revealing Value Preferences of LLMs with Quandaries of Daily Life
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #416
Regret Bounds for Episodic Risk-Sensitive Linear Quadratic Regulator
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #503
InstaSHAP: Interpretable Additive Models Explain Shapley Values Instantly
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #113
InstantPortrait: One-Step Portrait Editing via Diffusion Multi-Objective Distillation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #461
Scale-Aware Contrastive Reverse Distillation for Unsupervised Medical Anomaly Detection
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #319
Air Quality Prediction with Physics-Guided Dual Neural ODEs in Open Systems
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #79
GDrag:Towards General-Purpose Interactive Editing with Anti-ambiguity Point Diffusion
[
Slides]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #383
Near-Optimal Online Learning for Multi-Agent Submodular Coordination: Tight Approximation and Communication Efficiency
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #492
How to Probe: Simple Yet Effective Techniques for Improving Post-hoc Explanations
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #102
Spectral Compressive Imaging via Unmixing-driven Subspace Diffusion Refinement
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #84
Decoupling Layout from Glyph in Online Chinese Handwriting Generation
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #142
Pareto Low-Rank Adapters: Efficient Multi-Task Learning with Preferences
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #239
Optimized Multi-Token Joint Decoding With Auxiliary Model for LLM Inference
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #465
Adaptive Retention & Correction: Test-Time Training for Continual Learning
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #300
Rethinking Audio-Visual Adversarial Vulnerability from Temporal and Modality Perspectives
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #47
Broaden your SCOPE! Efficient Multi-turn Conversation Planning for LLMs with Semantic Space
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #619
Chain-of-Focus Prompting: Leveraging Sequential Visual Cues to Prompt Large Autoregressive Vision Models
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #72
Solving Inverse Problems with Model Mismatch using Untrained Neural Networks within Model-based Architectures
[
Poster]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #170
Ambient Diffusion Posterior Sampling: Solving Inverse Problems with Diffusion Models Trained on Corrupted Data
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #349
Towards Faster Decentralized Stochastic Optimization with Communication Compression
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #82
RobuRCDet: Enhancing Robustness of Radar-Camera Fusion in Bird's Eye View for 3D Object Detection
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #194
Decoupled Subgraph Federated Learning
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #97
Dynamic Gaussians Mesh: Consistent Mesh Reconstruction from Dynamic Scenes
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #5
Geometry-Aware Approaches for Balancing Performance and Theoretical Guarantees in Linear Bandits
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #422
Dynamic Assortment Selection and Pricing with Censored Preference Feedback
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #504
Generating Likely Counterfactuals Using Sum-Product Networks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #122
Point-based Instance Completion with Scene Constraints
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #193
Learning Long Range Dependencies on Graphs via Random Walks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #199
From Tokens to Words: On the Inner Lexicon of LLMs
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #626
Mixture of In-Context Prompters for Tabular PFNs
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #357
POTEC: Off-Policy Contextual Bandits for Large Action Spaces via Policy Decomposition
[
Slides]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #18
Scaling Wearable Foundation Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #314
Divergence of Neural Tangent Kernel in Classification Problems
[
Slides]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #80
FreqPrior: Improving Video Diffusion Models with Frequency Filtering Gaussian Noise
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #579
Language Representations Can be What Recommenders Need: Findings and Potentials
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #111
Learning 3D Perception from Others' Predictions
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #564
Anyprefer: An Agentic Framework for Preference Data Synthesis
[
Slides]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #248
Training Free Exponential Context Extension via Cascading KV Cache
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #19
HR-Extreme: A High-Resolution Dataset for Extreme Weather Forecasting
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #212
Large Language Models Meet Symbolic Provers for Logical Reasoning Evaluation
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #242
Adaptive Data Optimization: Dynamic Sample Selection with Scaling Laws
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #353
Optimizing Neural Network Representations of Boolean Networks
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #124
Ready-to-React: Online Reaction Policy for Two-Character Interaction Generation
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #55
TIGER: Time-frequency Interleaved Gain Extraction and Reconstruction for Efficient Speech Separation
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #624
Grounding Multimodal Large Language Model in GUI World
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #392
UTILITY: Utilizing Explainable Reinforcement Learning to Improve Reinforcement Learning
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #163
No Training, No Problem: Rethinking Classifier-Free Guidance for Diffusion Models
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #203
Mini-Monkey: Alleviating the Semantic Sawtooth Effect for Lightweight MLLMs via Complementary Image Pyramid
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #595
Effective post-training embedding compression via temperature control in contrastive training
[
Slides]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #299
A Transfer Attack to Image Watermarks
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #147
Transformer Learns Optimal Variable Selection in Group-Sparse Classification
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #420
On the Expressiveness of Rational ReLU Neural Networks With Bounded Depth
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #68
Correlating instruction-tuning (in multimodal models) with vision-language processing (in the brain)
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #10
Fragment and Geometry Aware Tokenization of Molecules for Structure-Based Drug Design Using Language Models
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #531
RelitLRM: Generative Relightable Radiance for Large Reconstruction Models
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #246
Towards Interpreting Visual Information Processing in Vision-Language Models
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #200
Recite, Reconstruct, Recollect: Memorization in LMs as a Multifaceted Phenomenon
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #594
OCEAN: Offline Chain-of-thought Evaluation and Alignment in Large Language Models
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #637
Dynamic Modeling of Patients, Modalities and Tasks via Multi-modal Multi-task Mixture of Experts
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #83
CEB: Compositional Evaluation Benchmark for Fairness in Large Language Models
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #541
Spread Preference Annotation: Direct Preference Judgment for Efficient LLM Alignment
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #8
Representative Guidance: Diffusion Model Sampling with Coherence
[
Slides]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #596
GLOMA: Global Video Text Spotting with Morphological Association
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #332
Minimalistic Predictions for Online Class Constraint Scheduling
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #438
Reconciling Model Multiplicity for Downstream Decision Making
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #105
A Decade's Battle on Dataset Bias: Are We There Yet?
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #535
On the Importance of Language-driven Representation Learning for Heterogeneous Federated Learning
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #237
Permute-and-Flip: An optimally stable and watermarkable decoder for LLMs
[
Slides]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #519
On the Convergence of Adaptive Gradient Methods for Nonconvex Optimization
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #15
Reading Your Heart: Learning ECG Words and Sentences via Pre-training ECG Language Model
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #577
FreeVS: Generative View Synthesis on Free Driving Trajectory
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #444
Standardizing Structural Causal Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #635
Can Reinforcement Learning Solve Asymmetric Combinatorial-Continuous Zero-Sum Games?
[
Slides]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #103
Shape as Line Segments: Accurate and Flexible Implicit Surface Representation
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #364
Distilling Reinforcement Learning Algorithms for In-Context Model-Based Planning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #108
MRAG-Bench: Vision-Centric Evaluation for Retrieval-Augmented Multimodal Models
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #264
WebRL: Training LLM Web Agents via Self-Evolving Online Curriculum Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #21
Lie Algebra Canonicalization: Equivariant Neural Operators under arbitrary Lie Groups
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #554
Non-myopic Generation of Language Models for Reasoning and Planning
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #114
RecDreamer: Consistent Text-to-3D Generation via Uniform Score Distillation
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #188
Revisiting Random Walks for Learning on Graphs
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #267
Think Thrice Before You Act: Progressive Thought Refinement in Large Language Models
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #7
Transition Path Sampling with Improved Off-Policy Training of Diffusion Path Samplers
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #348
Robust System Identification: Finite-sample Guarantees and Connection to Regularization
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #478
Conformal Structured Prediction
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #576
Straightness of Rectified Flow: A Theoretical Insight into Wasserstein Convergence
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #29
AutoCGP: Closed-Loop Concept-Guided Policies from Unlabeled Demonstrations
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #48
Competing Large Language Models in Multi-Agent Gaming Environments
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #630
Infilling Score: A Pretraining Data Detection Algorithm for Large Language Models
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #307
Dataset Distillation via Knowledge Distillation: Towards Efficient Self-Supervised Pre-training of Deep Networks
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #65
Vision CNNs trained to estimate spatial latents learned similar ventral-stream-aligned representations
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #190
Graph Neural Networks for Edge Signals: Orientation Equivariance and Invariance
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #209
Mitigating Modality Prior-Induced Hallucinations in Multimodal Large Language Models via Deciphering Attention Causality
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #346
Multi-Label Test-Time Adaptation with Bound Entropy Minimization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #441
Systems with Switching Causal Relations: A Meta-Causal Perspective
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #98
Competition Dynamics Shape Algorithmic Phases of In-Context Learning
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #222
ToolDial: Multi-turn Dialogue Generation Method for Tool-Augmented Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #368
MaxInfoRL: Boosting exploration in reinforcement learning through information gain maximization
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #218
Sail into the Headwind: Alignment via Robust Rewards and Dynamic Labels against Reward Hacking
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #572
Federated Few-Shot Class-Incremental Learning
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #474
DiSK: Differentially Private Optimizer with Simplified Kalman Filter for Noise Reduction
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #166
ClassDiffusion: More Aligned Personalization Tuning with Explicit Class Guidance
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #532
AdaGrad under Anisotropic Smoothness
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #282
Text4Seg: Reimagining Image Segmentation as Text Generation
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #4
Distilling Structural Representations into Protein Sequence Models
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #106
Exploring the Camera Bias of Person Re-identification
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #245
Distributed Speculative Inference (DSI): Speculation Parallelism for Provably Faster Lossless Language Model Inference
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #150
PnP-Flow: Plug-and-Play Image Restoration with Flow Matching
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #213
MagicDec: Breaking the Latency-Throughput Tradeoff for Long Context Generation with Speculative Decoding
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #590
Chunk-Distilled Language Modeling
[
Slides]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #371
Learning Transformer-based World Models with Contrastive Predictive Coding
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #445
A Skewness-Based Criterion for Addressing Heteroscedastic Noise in Causal Discovery
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #507
Counterfactual Concept Bottleneck Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #262
HARDMath: A Benchmark Dataset for Challenging Problems in Applied Mathematics
[
Slides]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #279
Visual-O1: Understanding Ambiguous Instructions via Multi-modal Multi-turn Chain-of-thoughts Reasoning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #131
Unbounded: A Generative Infinite Game of Character Life Simulation
[
Slides]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #67
Learning and aligning single-neuron invariance manifolds in visual cortex
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #51
Three-in-One: Fast and Accurate Transducer for Hybrid-Autoregressive ASR
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #313
Conditional Diffusion Models are Minimax-Optimal and Manifold-Adaptive for Conditional Distribution Estimation
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #275
Automated Design of Agentic Systems
[
Slides]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #411
Divergence-Regularized Discounted Aggregation: Equilibrium Finding in Multiplayer Partially Observable Stochastic Games
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #257
RMB: Comprehensively benchmarking reward models in LLM alignment
[
Slides]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #486
Adversarial Latent Feature Augmentation for Fairness
[
Slides]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #115
Depth Pro: Sharp Monocular Metric Depth in Less Than a Second
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #30
EqNIO: Subequivariant Neural Inertial Odometry
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #395
Correlated Proxies: A New Definition and Improved Mitigation for Reward Hacking
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #510
Neural Interactive Proofs
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #533
MLLM can see? Dynamic Correction Decoding for Hallucination Mitigation
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #17
RelCon: Relative Contrastive Learning for a Motion Foundation Model for Wearable Data
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #117
Generalizable Human Gaussians from Single-View Image
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #320
Breaking Neural Network Scaling Laws with Modularity
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #151
HD-Painter: High-Resolution and Prompt-Faithful Text-Guided Image Inpainting with Diffusion Models
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #93
Storybooth: Training-Free Multi-Subject Consistency for Improved Visual Storytelling
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #149
Not All Prompts Are Made Equal: Prompt-based Pruning of Text-to-Image Diffusion Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #540
Grounding by Trying: LLMs with Reinforcement Learning-Enhanced Retrieval
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #33
AHA: A Vision-Language-Model for Detecting and Reasoning Over Failures in Robotic Manipulation
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #308
Cross-Entropy Is All You Need To Invert the Data Generating Process
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #180
NVS-Solver: Video Diffusion Model as Zero-Shot Novel View Synthesizer
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #476
BadRobot: Jailbreaking Embodied LLM Agents in the Physical World
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #280
The Labyrinth of Links: Navigating the Associative Maze of Multi-modal LLMs
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #516
Do as We Do, Not as You Think: the Conformity of Large Language Models
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #391
$q$-exponential family for policy optimization
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #243
Draw-and-Understand: Leveraging Visual Prompts to Enable MLLMs to Comprehend What You Want
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #605
When Graph Neural Networks Meet Dynamic Mode Decomposition
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #370
Reconstruction-Guided Policy: Enhancing Decision-Making through Agent-Wise State Consistency
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #511
Fair Clustering in the Sliding Window Model
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #284
Towards Effective Evaluations and Comparisons for LLM Unlearning Methods
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #278
Diffusing to the Top: Boost Graph Neural Networks with Minimal Hyperparameter Tuning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #130
DICE: End-to-end Deformation Capture of Hand-Face Interactions from a Single Image
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #316
Fast and Slow Streams for Online Time Series Forecasting Without Information Leakage
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #178
InstantSplamp: Fast and Generalizable Stenography Framework for Generative Gaussian Splatting
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #109
MMIU: Multimodal Multi-image Understanding for Evaluating Large Vision-Language Models
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #1
Curriculum-aware Training for Discriminating Molecular Property Prediction Models
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #206
Block-Attention for Efficient Prefilling
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #451
Fast Summation of Radial Kernels via QMC Slicing
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #175
PFDiff: Training-Free Acceleration of Diffusion Models Combining Past and Future Scores
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #231
Surprising Effectiveness of pretraining Ternary Language Model at Scale
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #35
PARTNR: A Benchmark for Planning and Reasoning in Embodied Multi-agent Tasks
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #344
On the Performance Analysis of Momentum Method: A Frequency Domain Perspective
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #574
Self-Play Preference Optimization for Language Model Alignment
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #379
Lean-STaR: Learning to Interleave Thinking and Proving
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #317
FACTS: A Factored State-Space Framework for World Modelling
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #56
A Theory for Token-Level Harmonization in Retrieval-Augmented Generation
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #448
Attribute-based Visual Reprogramming for Vision-Language Models
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #201
Planning in Natural Language Improves LLM Search for Code Generation
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #189
Learning Graph Invariance by Harnessing Spuriosity
[
Slides]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #382
Toward Efficient Multi-Agent Exploration With Trajectory Entropy Maximization
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #432
Equivariant Symmetry Breaking Sets
[
Poster]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #556
Interpretable Unsupervised Joint Denoising and Enhancement for Real-World low-light Scenarios
[
Slides]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #493
CONDA: Adaptive Concept Bottleneck for Foundation Models Under Distribution Shifts
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #24
CViT: Continuous Vision Transformer for Operator Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #330
RAG-SR: Retrieval-Augmented Generation for Neural Symbolic Regression
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #415
What should a neuron aim for? Designing local objective functions based on information theory
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #629
Balancing Act: Diversity and Consistency in Large Language Model Ensembles
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #537
Breach By A Thousand Leaks: Unsafe Information Leakage in 'Safe' AI Responses
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #86
Long-horizon Visual Instruction Generation with Logic and Attribute Self-reflection
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #475
Data-adaptive Differentially Private Prompt Synthesis for In-Context Learning
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #327
Uni$^2$Det: Unified and Universal Framework for Prompt-Guided Multi-dataset 3D Detection
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #582
ADMM for Structured Fractional Minimization
[
Slides]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #50
SonicSim: A customizable simulation platform for speech processing in moving sound source scenarios
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #238
Routing Experts: Learning to Route Dynamic Experts in Existing Multi-modal Large Language Models
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #599
Linear Multistep Solver Distillation for Fast Sampling of Diffusion Models
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #525
OmniRe: Omni Urban Scene Reconstruction
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #598
UniMatch: Universal Matching from Atom to Task for Few-Shot Drug Discovery
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #419
Broadening Target Distributions for Accelerated Diffusion Models via a Novel Analysis Approach
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #292
Medium-Difficulty Samples Constitute Smoothed Decision Boundary for Knowledge Distillation on Pruned Datasets
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #458
One for all and all for one: Efficient computation of partial Wasserstein distances on the line
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #466
Multi-objective Differentiable Neural Architecture Search
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #297
Enhancing Prediction Performance through Influence Measure
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #210
Generative Representational Instruction Tuning
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #374
On Generalization Across Environments In Multi-Objective Reinforcement Learning
[
Poster]
[
OpenReview]
Blog Track Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #70
SPD Attack - Prevention of AI Powered Image Editing by Image Immunization
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #338
Cauchy-Schwarz Regularizers
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #287
UniGS: Unified Language-Image-3D Pretraining with Gaussian Splatting
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #38
BodyGen: Advancing Towards Efficient Embodiment Co-Design
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #155
Semantic Image Inversion and Editing using Rectified Stochastic Differential Equations
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #362
Geometry-aware RL for Manipulation of Varying Shapes and Deformable Objects
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #611
Unveiling the Secret Recipe: A Guide For Supervised Fine-Tuning Small LLMs
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #158
MS-Diffusion: Multi-subject Zero-shot Image Personalization with Layout Guidance
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #470
Exploring Prosocial Irrationality for LLM Agents: A Social Cognition View
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #225
DistRL: An Asynchronous Distributed Reinforcement Learning Framework for On-Device Control Agent
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #480
Black-Box Detection of Language Model Watermarks
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #587
Merging LoRAs like Playing LEGO: Pushing the Modularity of LoRA to Extremes Through Rank-Wise Clustering
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #286
Deconstructing What Makes a Good Optimizer for Autoregressive Language Models
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #129
Revisit Micro-batch Clipping: Adaptive Data Pruning via Gradient Manipulation
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #154
Rethinking Diffusion Posterior Sampling: From Conditional Score Estimator to Maximizing a Posterior
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #345
Variational Search Distributions
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #589
Predictive Inverse Dynamics Models are Scalable Learners for Robotic Manipulation
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #329
Rethinking Neural Multi-Objective Combinatorial Optimization via Neat Weight Embedding
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #159
Easing Training Process of Rectified Flow Models Via Lengthening Inter-Path Distance
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #356
DeeperForward: Enhanced Forward-Forward Training for Deeper and Better Performance
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #397
ELBOing Stein: Variational Bayes with Stein Mixture Inference
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #94
SAMRefiner: Taming Segment Anything Model for Universal Mask Refinement
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #112
Diff-2-in-1: Bridging Generation and Dense Perception with Diffusion Models
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #312
Spherical Tree-Sliced Wasserstein Distance
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #606
From Artificial Needles to Real Haystacks: Improving Retrieval Capabilities in LLMs by Finetuning on Synthetic Data
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #6
ProtPainter: Draw or Drag Protein via Topology-guided Diffusion
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #184
TGB-Seq Benchmark: Challenging Temporal GNNs with Complex Sequential Dynamics
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #369
ContraDiff: Planning Towards High Return States via Contrastive Learning
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #509
Erasing Concept Combination from Text-to-Image Diffusion Model
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #269
PaLD: Detection of Text Partially Written by Large Language Models
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #568
A Common Pitfall of Margin-based Language Model Alignment: Gradient Entanglement
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #560
Physics-informed Temporal Difference Metric Learning for Robot Motion Planning
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #214
Rethinking Reward Model Evaluation: Are We Barking up the Wrong Tree?
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #263
CAMEx: Curvature-aware Merging of Experts
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #343
Improving Convergence Guarantees of Random Subspace Second-order Algorithm for Nonconvex Optimization
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #325
Efficient Low-Bit Quantization with Adaptive Scales for Multi-Task Co-Training
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #100
LLM-wrapper: Black-Box Semantic-Aware Adaptation of Vision-Language Models for Referring Expression Comprehension
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #567
Follow My Instruction and Spill the Beans: Scalable Data Extraction from Retrieval-Augmented Generation Systems
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #623
DiscoveryBench: Towards Data-Driven Discovery with Large Language Models
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #500
Looking Inward: Language Models Can Learn About Themselves by Introspection
[
Slides]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #483
A Closer Look at Machine Unlearning for Large Language Models
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #271
Robust LLM safeguarding via refusal feature adversarial training
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #143
SageAttention: Accurate 8-Bit Attention for Plug-and-play Inference Acceleration
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #539
Lightweight Neural App Control
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #183
Graph Neural Ricci Flow: Evolving Feature from a Curvature Perspective
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #484
When Prompt Engineering Meets Software Engineering: CNL-P as Natural and Robust "APIs'' for Human-AI Interaction
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #408
Trained Transformer Classifiers Generalize and Exhibit Benign Overfitting In-Context
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #412
Last-Iterate Convergence Properties of Regret-Matching Algorithms in Games
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #304
The Pitfalls of Memorization: When Memorization Hurts Generalization
[
Slides]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #403
SoftCVI: Contrastive variational inference with self-generated soft labels
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #618
Towards Out-of-Modal Generalization without Instance-level Modal Correspondence
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #609
Improving Language Model Distillation through Hidden State Matching
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #69
Disentangling Representations through Multi-task Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #534
Prompting Fairness: Integrating Causality to Debias Large Language Models
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #195
DistillHGNN: A Knowledge Distillation Approach for High-Speed Hypergraph Neural Networks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #569
Can Large Language Models Understand Symbolic Graphics Programs?
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #37
DexTrack: Towards Generalizable Neural Tracking Control for Dexterous Manipulation from Human References
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #306
Contrastive Learning from Synthetic Audio Doppelgängers
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #323
TabM: Advancing tabular deep learning with parameter-efficient ensembling
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #110
EditRoom: LLM-parameterized Graph Diffusion for Composable 3D Room Layout Editing
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #580
Combatting Dimensional Collapse in LLM Pre-Training Data via Submodular File Selection
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #425
Lipschitz Bandits in Optimal Space
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #518
PixWizard: Versatile Image-to-Image Visual Assistant with Open-Language Instructions
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #85
Gaussian-Det: Learning Closed-Surface Gaussians for 3D Object Detection
[
Slides]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #543
A Graph Enhanced Symbolic Discovery Framework For Efficient Logic Optimization
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #600
Diffusion-Based Planning for Autonomous Driving with Flexible Guidance
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #89
LASER: A Neuro-Symbolic Framework for Learning Spatio-Temporal Scene Graphs with Weak Supervision
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #311
Fourier Sliced-Wasserstein Embedding for Multisets and Measures
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #133
Random Is All You Need: Random Noise Injection on Feature Statistics for Generalizable Deep Image Denoising
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #71
IDA-VLM: Towards Movie Understanding via ID-Aware Large Vision-Language Model
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #436
Minimax Optimal Reinforcement Learning with Quasi-Optimism
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #156
CogVideoX: Text-to-Video Diffusion Models with An Expert Transformer
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #174
Field-DiT: Diffusion Transformer on Unified Video, 3D, and Game Field Generation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #95
Ranking-aware adapter for text-driven image ordering with CLIP
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #487
Improved Techniques for Optimization-Based Jailbreaking on Large Language Models
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #43
OccProphet: Pushing the Efficiency Frontier of Camera-Only 4D Occupancy Forecasting with an Observer-Forecaster-Refiner Framework
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #99
D-FINE: Redefine Regression Task of DETRs as Fine-grained Distribution Refinement
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #352
Newton Meets Marchenko-Pastur: Massively Parallel Second-Order Optimization with Hessian Sketching and Debiasing
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #135
TeaserGen: Generating Teasers for Long Documentaries
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #249
SCOPE: A Self-supervised Framework for Improving Faithfulness in Conditional Text Generation
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #146
Improved Algorithms for Kernel Matrix-Vector Multiplication Under Sparsity Assumptions
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #324
SpikeLLM: Scaling up Spiking Neural Network to Large Language Models via Saliency-based Spiking
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #341
Convex Formulations for Training Two-Layer ReLU Neural Networks
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #302
Provably Reliable Conformal Prediction Sets in the Presence of Data Poisoning
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #459
Qinco2: Vector Compression and Search with Improved Implicit Neural Codebooks
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #326
LDAdam: Adaptive Optimization from Low-Dimensional Gradient Statistics
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #28
PIED: Physics-Informed Experimental Design for Inverse Problems
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #221
Post-hoc Reward Calibration: A Case Study on Length Bias
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #303
Long-tailed Adversarial Training with Self-Distillation
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #542
Rare-to-Frequent: Unlocking Compositional Generation Power of Diffusion Models on Rare Concepts with LLM Guidance
[
Slides]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #196
TaskGalaxy: Scaling Multi-modal Instruction Fine-tuning with Tens of Thousands Vision Task Types
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #479
HyperFace: Generating Synthetic Face Recognition Datasets by Exploring Face Embedding Hypersphere
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #427
Optimizing $(L_0, L_1)$-Smooth Functions by Gradient Methods
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #20
Metamizer: A Versatile Neural Optimizer for Fast and Accurate Physics Simulations
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #168
Adversarial Score identity Distillation: Rapidly Surpassing the Teacher in One Step
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #558
Do LLMs Recognize Your Preferences? Evaluating Personalized Preference Following in LLMs
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #134
Intervening Anchor Token: Decoding Strategy in Alleviating Hallucinations for MLLMs
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #563
Joint Reward and Policy Learning with Demonstrations and Human Feedback Improves Alignment
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #235
HaDeMiF: Hallucination Detection and Mitigation in Large Language Models
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #39
Instant Policy: In-Context Imitation Learning via Graph Diffusion
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #481
Probe before You Talk: Towards Black-box Defense against Backdoor Unalignment for Large Language Models
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #119
EcoFace: Audio-Visual Emotional Co-Disentanglement Speech-Driven 3D Talking Face Generation
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #551
QP-SNN: Quantized and Pruned Spiking Neural Networks
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #621
SigDiffusions: Score-Based Diffusion Models for Time Series via Log-Signature Embeddings
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #45
Investigating Pattern Neurons in Urban Time Series Forecasting
[
Slides]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #161
CameraCtrl: Enabling Camera Control for Video Diffusion Models
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #435
On Minimizing Adversarial Counterfactual Error in Adversarial Reinforcement Learning
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #389
Overcoming Slow Decision Frequencies in Continuous Control: Model-Based Sequence Reinforcement Learning for Model-Free Control
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #202
ReMoE: Fully Differentiable Mixture-of-Experts with ReLU Routing
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #602
Understanding and Enhancing Safety Mechanisms of LLMs via Safety-Specific Neuron
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #355
Parameter and Memory Efficient Pretraining via Low-rank Riemannian Optimization
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #250
BadJudge: Backdoor Vulnerabilities of LLM-As-A-Judge
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #244
REvolve: Reward Evolution with Large Language Models using Human Feedback
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #578
Large Scale Knowledge Washing
[
Slides]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #139
MarS: a Financial Market Simulation Engine Powered by Generative Foundation Model
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #452
Boost Self-Supervised Dataset Distillation via Parameterization, Predefined Augmentation, and Approximation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #617
How Feature Learning Can Improve Neural Scaling Laws
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #176
ZeroDiff: Solidified Visual-semantic Correlation in Zero-Shot Learning
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #548
Computing Circuits Optimization via Model-Based Circuit Genetic Evolution
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #575
CityGaussianV2: Efficient and Geometrically Accurate Reconstruction for Large-Scale Scenes
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #34
VLAS: Vision-Language-Action Model with Speech Instructions for Customized Robot Manipulation
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #14
MorphoDiff: Cellular Morphology Painting with Diffusion Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #127
CoMotion: Concurrent Multi-person 3D Motion
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #192
GNNs Getting ComFy: Community and Feature Similarity Guided Rewiring
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #333
DRoC: Elevating Large Language Models for Complex Vehicle Routing via Decomposed Retrieval of Constraints
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #125
Multi-Scale Fusion for Object Representation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #120
CatVTON: Concatenation Is All You Need for Virtual Try-On with Diffusion Models
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #260
Preble: Efficient Distributed Prompt Scheduling for LLM Serving
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #331
Learning to Select Nodes in Branch and Bound with Sufficient Tree Representation
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #40
VTDexManip: A Dataset and Benchmark for Visual-tactile Pretraining and Dexterous Manipulation with Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #454
Learning Structured Representations by Embedding Class Hierarchy with Fast Optimal Transport
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #224
Multiagent Finetuning: Self Improvement with Diverse Reasoning Chains
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #413
Generalized Principal-Agent Problem with a Learning Agent
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #529
CLIPDrag: Combining Text-based and Drag-based Instructions for Image Editing
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #272
Train Small, Infer Large: Memory-Efficient LoRA Training for Large Language Models
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #633
Scaling Instruction-tuned LLMs to Million-token Contexts via Hierarchical Synthetic Data Generation
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #157
Think while You Generate: Discrete Diffusion with Planned Denoising
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #610
On the Optimization and Generalization of Multi-head Attention
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #88
3D StreetUnveiler with Semantic-aware 2DGS - a simple baseline
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #385
Learning to Communicate Through Implicit Communication Channels
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #301
Persistent Pre-training Poisoning of LLMs
[
OpenReview]
Blog Track Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #522
Analysing The Spectral Biases in Generative Models
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #253
Mixture-of-Agents Enhances Large Language Model Capabilities
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #169
FaceShot: Bring Any Character into Life
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #601
MGDA Converges under Generalized Smoothness, Provably
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #77
CtrLoRA: An Extensible and Efficient Framework for Controllable Image Generation
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #23
Revealing the 3D Cosmic Web through Gravitationally Constrained Neural Fields
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #433
Boundary constrained Gaussian processes for robust physics-informed machine learning of linear partial differential equations
[
JMLR]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #107
Multi-Task Dense Predictions via Unleashing the Power of Diffusion
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #378
InvestESG: A multi-agent reinforcement learning benchmark for studying climate investment as a social dilemma
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #276
Scaling Long Context Training Data by Long-Distance Referrals
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #126
Analyzing and Boosting the Power of Fine-Grained Visual Recognition for Multi-modal Large Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #460
ConMix: Contrastive Mixup at Representation Level for Long-tailed Deep Clustering
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #164
On Statistical Rates of Conditional Diffusion Transformers: Approximation, Estimation and Minimax Optimality
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #517
SANER: Annotation-free Societal Attribute Neutralizer for Debiasing CLIP
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #561
Discriminator-Guided Embodied Planning for LLM Agent
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #132
Agent-to-Sim: Learning Interactive Behavior Models from Casual Longitudinal Videos
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #281
DEPT: Decoupled Embeddings for Pre-training Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #336
A Stochastic Approach to the Subset Selection Problem via Mirror Descent
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #388
Residual-MPPI: Online Policy Customization for Continuous Control
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #64
Comparing noisy neural population dynamics using optimal transport distances
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #2
MADGEN: Mass-Spec attends to De Novo Molecular generation
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #204
Inference-Aware Fine-Tuning for Best-of-N Sampling in Large Language Models
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #449
Structural-Entropy-Based Sample Selection for Efficient and Effective Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #3
Learning Equivariant Non-Local Electron Density Functionals
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #60
NeuroLM: A Universal Multi-task Foundation Model for Bridging the Gap between Language and EEG Signals
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #52
Audio Large Language Models Can Be Descriptive Speech Quality Evaluators
[
Slides]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #365
Stabilizing Reinforcement Learning in Differentiable Multiphysics Simulation
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #198
BOND: Aligning LLMs with Best-of-N Distillation
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #406
Conformalized Interactive Imitation Learning: Handling Expert Shift and Intermittent Feedback
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #32
Learning Shape-Independent Transformation via Spherical Representations for Category-Level Object Pose Estimation
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #219
Can In-context Learning Really Generalize to Out-of-distribution Tasks?
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #78
ND-SDF: Learning Normal Deflection Fields for High-Fidelity Indoor Reconstruction
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #92
PostEdit: Posterior Sampling for Efficient Zero-Shot Image Editing
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #140
Learn-by-interact: A Data-Centric Framework For Self-Adaptive Agents in Realistic Environments
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #394
Efficient Reinforcement Learning with Large Language Model Priors
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #592
How Much is a Noisy Image Worth? Data Scaling Laws for Ambient Diffusion.
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #66
A Computational Framework for Modeling Emergence of Color Vision in the Human Brain
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #614
Can Knowledge Editing Really Correct Hallucinations?
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #402
Improving Uncertainty Estimation through Semantically Diverse Language Generation
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #390
Synthesizing Programmatic Reinforcement Learning Policies with Large Language Model Guided Search
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #565
Reassessing How to Compare and Improve the Calibration of Machine Learning Models
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #499
F-Fidelity: A Robust Framework for Faithfulness Evaluation of Explainable AI
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #380
Do Mice Grok? Glimpses of Hidden Progress in Sensory Cortex
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #387
Doubly Optimal Policy Evaluation for Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #171
Hallo2: Long-Duration and High-Resolution Audio-Driven Portrait Image Animation
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #429
Fair Submodular Cover
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #49
SWIFT: On-the-Fly Self-Speculative Decoding for LLM Inference Acceleration
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #234
Benchmarking Multimodal Retrieval Augmented Generation with Dynamic VQA Dataset and Self-adaptive Planning Agent
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #54
ADIFF: Explaining audio difference using natural language
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #588
Learning Interleaved Image-Text Comprehension in Vision-Language Large Models
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #489
Auto-GDA: Automatic Domain Adaptation for Efficient Grounding Verification in Retrieval-Augmented Generation
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #217
Accelerating Inference of Retrieval-Augmented Generation via Sparse Context Selection
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #530
Advancing LLM Reasoning Generalists with Preference Trees
[
Slides]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #136
Alchemy: Amplifying Theorem-Proving Capability Through Symbolic Mutation
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #298
Robustness Reprogramming for Representation Learning
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #41
Efficient Diffusion Transformer Policies with Mixture of Expert Denoisers for Multitask Learning
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #381
CaPo: Cooperative Plan Optimization for Efficient Embodied Multi-Agent Cooperation
[
Slides]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #418
Theory on Score-Mismatched Diffusion Models and Zero-Shot Conditional Samplers
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B #118
Tuning Timestep-Distilled Diffusion Model Using Pairwise Sample Optimization
[
Poster]
[
OpenReview]
Poster Session
Sat Apr 26 12:00 AM -- 02:30 AM (PDT) @ Hall 3 + Hall 2B None
Poster Session 6
Oral
Sat Apr 26 12:30 AM -- 12:42 AM (PDT) @ Garnet 216-218 None
Accelerated training through iterative gradient propagation along the residual path
[
Slides]
[
OpenReview]
Oral
Sat Apr 26 12:30 AM -- 12:42 AM (PDT) @ Hall 1 Apex None
Training Language Models to Self-Correct via Reinforcement Learning
[
OpenReview]
Oral
Sat Apr 26 12:30 AM -- 12:42 AM (PDT) @ Peridot 202-203 None
SymmetricDiffusers: Learning Discrete Diffusion Models over Finite Symmetric Groups
[
Slides]
[
OpenReview]
Oral
Sat Apr 26 12:30 AM -- 12:42 AM (PDT) @ Garnet 212-213 None
OptionZero: Planning with Learned Options
[
Slides]
[
OpenReview]
Oral
Sat Apr 26 12:30 AM -- 12:42 AM (PDT) @ Peridot 204-205 None
On the Identification of Temporal Causal Representation with Instantaneous Dependence
[
OpenReview]
Oral
Sat Apr 26 12:30 AM -- 12:42 AM (PDT) @ Garnet 213-215 None
MoDeGPT: Modular Decomposition for Large Language Model Compression
[
OpenReview]
Oral Session
Sat Apr 26 12:30 AM -- 02:00 AM (PDT) @ Hall 1 Apex None
Oral Session 6A
Oral Session
Sat Apr 26 12:30 AM -- 02:00 AM (PDT) @ Garnet 213-215 None
Oral Session 6B
Oral Session
Sat Apr 26 12:30 AM -- 02:00 AM (PDT) @ Garnet 216-218 None
Oral Session 6C
Oral Session
Sat Apr 26 12:30 AM -- 02:00 AM (PDT) @ Garnet 212&219 None
Oral Session 6D
Oral Session
Sat Apr 26 12:30 AM -- 02:00 AM (PDT) @ Peridot 202-203 None
Oral Session 6E
Oral Session
Sat Apr 26 12:30 AM -- 02:00 AM (PDT) @ Peridot 204-205 None
Oral Session 6F
Oral
Sat Apr 26 12:42 AM -- 12:54 AM (PDT) @ Peridot 202-203 None
Generator Matching: Generative modeling with arbitrary Markov processes
[
OpenReview]
Oral
Sat Apr 26 12:42 AM -- 12:54 AM (PDT) @ Garnet 212-213 None
The Complexity of Two-Team Polymatrix Games with Independent Adversaries
[
OpenReview]
Oral
Sat Apr 26 12:42 AM -- 12:54 AM (PDT) @ Garnet 213-215 None
AlphaEdit: Null-Space Constrained Model Editing for Language Models
[
OpenReview]
Oral
Sat Apr 26 12:42 AM -- 12:54 AM (PDT) @ Garnet 216-218 None
Learning Randomized Algorithms with Transformers
[
OpenReview]
Oral
Sat Apr 26 12:42 AM -- 12:54 AM (PDT) @ Peridot 204-205 None
The Hidden Cost of Waiting for Accurate Predictions
[
Slides]
[
OpenReview]
Oral
Sat Apr 26 12:42 AM -- 12:54 AM (PDT) @ Hall 1 Apex None
Reasoning Elicitation in Language Models via Counterfactual Feedback
[
OpenReview]
Oral
Sat Apr 26 12:54 AM -- 01:06 AM (PDT) @ Garnet 212-213 None
Advantage Alignment Algorithms
[
OpenReview]
Oral
Sat Apr 26 12:54 AM -- 01:06 AM (PDT) @ Garnet 216-218 None
Attention as a Hypernetwork
[
Slides]
[
OpenReview]
Oral
Sat Apr 26 12:54 AM -- 01:06 AM (PDT) @ Peridot 202-203 None
Emergence of meta-stable clustering in mean-field transformer models
[
OpenReview]
Oral
Sat Apr 26 12:54 AM -- 01:06 AM (PDT) @ Hall 1 Apex None
Self-Improvement in Language Models: The Sharpening Mechanism
[
OpenReview]
Oral
Sat Apr 26 12:54 AM -- 01:06 AM (PDT) @ Peridot 204-205 None
Root Cause Analysis of Anomalies in Multivariate Time Series through Granger Causal Discovery
[
OpenReview]
Oral
Sat Apr 26 12:54 AM -- 01:06 AM (PDT) @ Garnet 213-215 None
Judge Decoding: Faster Speculative Sampling Requires Going Beyond Model Alignment
[
OpenReview]
Oral
Sat Apr 26 01:06 AM -- 01:18 AM (PDT) @ Garnet 213-215 None
Cheating Automatic LLM Benchmarks: Null Models Achieve High Win Rates
[
OpenReview]
Oral
Sat Apr 26 01:06 AM -- 01:18 AM (PDT) @ Garnet 212-213 None
Brain Bandit: A Biologically Grounded Neural Network for Efficient Control of Exploration
[
Slides]
[
OpenReview]
Oral
Sat Apr 26 01:06 AM -- 01:18 AM (PDT) @ Hall 1 Apex None
ReGenesis: LLMs can Grow into Reasoning Generalists via Self-Improvement
[
OpenReview]
Oral
Sat Apr 26 01:06 AM -- 01:18 AM (PDT) @ Garnet 216-218 None
Transformers Provably Solve Parity Efficiently with Chain of Thought
[
OpenReview]
Oral
Sat Apr 26 01:06 AM -- 01:18 AM (PDT) @ Peridot 202-203 None
CAX: Cellular Automata Accelerated in JAX
[
OpenReview]
Oral
Sat Apr 26 01:06 AM -- 01:18 AM (PDT) @ Peridot 204-205 None
When Selection Meets Intervention: Additional Complexities in Causal Discovery
[
OpenReview]
Oral
Sat Apr 26 01:18 AM -- 01:30 AM (PDT) @ Peridot 202-203 None
Flow Matching with General Discrete Paths: A Kinetic-Optimal Perspective
[
OpenReview]
Oral
Sat Apr 26 01:18 AM -- 01:30 AM (PDT) @ Garnet 216-218 None
When is Task Vector Provably Effective for Model Editing? A Generalization Analysis of Nonlinear Transformers
[
OpenReview]
Oral
Sat Apr 26 01:18 AM -- 01:30 AM (PDT) @ Garnet 212-213 None
Computationally Efficient RL under Linear Bellman Completeness for Deterministic Dynamics
[
OpenReview]
Oral
Sat Apr 26 01:18 AM -- 01:30 AM (PDT) @ Peridot 204-205 None
CyberHost: A One-stage Diffusion Framework for Audio-driven Talking Body Generation
[
Slides]
[
OpenReview]
Oral
Sat Apr 26 01:18 AM -- 01:30 AM (PDT) @ Hall 1 Apex None
Mind the Gap: Examining the Self-Improvement Capabilities of Large Language Models
[
OpenReview]
Oral
Sat Apr 26 01:18 AM -- 01:30 AM (PDT) @ Garnet 213-215 None
Faster Cascades via Speculative Decoding
[
OpenReview]
Oral
Sat Apr 26 01:30 AM -- 01:42 AM (PDT) @ Garnet 213-215 None
Syntactic and Semantic Control of Large Language Models via Sequential Monte Carlo
[
OpenReview]
Oral
Sat Apr 26 01:30 AM -- 01:42 AM (PDT) @ Garnet 216-218 None
Progressive distillation induces an implicit curriculum
[
OpenReview]
Oral
Sat Apr 26 01:30 AM -- 01:42 AM (PDT) @ Garnet 212-213 None
Tractable Multi-Agent Reinforcement Learning through Behavioral Economics
[
OpenReview]
Oral
Sat Apr 26 01:30 AM -- 01:42 AM (PDT) @ Peridot 202-203 None
Learning Distributions of Complex Fluid Simulations with Diffusion Graph Networks
[
OpenReview]
Oral
Sat Apr 26 01:30 AM -- 01:42 AM (PDT) @ Hall 1 Apex None
Learning Dynamics of LLM Finetuning
[
Slides]
[
OpenReview]
Oral
Sat Apr 26 01:30 AM -- 01:42 AM (PDT) @ Peridot 204-205 None
Loopy: Taming Audio-Driven Portrait Avatar with Long-Term Motion Dependency
[
OpenReview]
Workshop
Sat Apr 26 05:30 PM -- 06:00 PM (PDT) @ Hall 4 #6 None
The 2nd Workshop on Foundation Models in the Wild
Workshop
Sat Apr 26 05:30 PM -- 03:00 AM (PDT) @ Conference GHJ None
Machine Learning Multiscale Processes
Workshop
Sat Apr 26 05:30 PM -- 03:00 AM (PDT) @ Peridot 201&206 None
XAI4Science: From Understanding Model Behavior to Discovering New Scientific Knowledge
Workshop
Sat Apr 26 05:30 PM -- 03:00 AM (PDT) @ Hall 4 #2 None
Towards Agentic AI for Science: Hypothesis Generation, Comprehension, Quantification, and Validation
Workshop
Sat Apr 26 05:45 PM -- 02:15 AM (PDT) @ Hall 1 Apex None
ICLR 2025 Workshop on Human-AI Coevolution
Workshop
Sat Apr 26 05:50 PM -- 03:00 AM (PDT) @ Hall 4 #3 None
Modular, Collaborative and Decentralized Deep Learning
Workshop
Sat Apr 26 05:50 PM -- 02:30 AM (PDT) @ Hall 4 #4 None
Integrating Generative and Experimental Platforms for Biomolecular Design
Workshop
Sat Apr 26 05:55 PM -- 03:00 AM (PDT) @ Garnet 216-217 None
7th Robot Learning Workshop: Towards Robots with Human-Level Abilities
Workshop
Sat Apr 26 05:55 PM -- 02:05 AM (PDT) @ Garnet 218-219 None
VerifAI: AI Verification in the Wild
Workshop
Sat Apr 26 05:55 PM -- 02:10 AM (PDT) @ Peridot 202-203 None
Will Synthetic Data Finally Solve the Data Access Problem?
Workshop
Sat Apr 26 06:00 PM -- 02:30 AM (PDT) @ Hall 4 #1 None
ICLR 2025 Workshop on GenAI Watermarking (WMARK)
Workshop
Sat Apr 26 06:00 PM -- 03:00 AM (PDT) @ Hall 4 #5 None
New Frontiers in Associative Memories
Workshop
Sat Apr 26 06:00 PM -- 03:00 AM (PDT) @ Garnet 214-215 None
Self-Improving Foundation Models Without Human Supervision
Workshop
Sat Apr 26 06:00 PM -- 03:00 AM (PDT) @ Garnet 212-213 None
Machine Learning for Genomics Explorations (MLGenX)
Workshop
Sat Apr 26 06:00 PM -- 03:00 AM (PDT) @ Peridot 204-205 None
Workshop on AI for Children: Healthcare, Psychology, Education
Workshop
Sat Apr 26 06:00 PM -- 03:00 AM (PDT) @ Hall 4 #7 None
Workshop on Sparsity in LLMs (SLLM): Deep Dive into Mixture of Experts, Quantization, Hardware, and Inference
Workshop
Sat Apr 26 06:00 PM -- 02:15 AM (PDT) @ Topaz 220-225 None
Neural Network Weights as a New Data Modality
Workshop
Sat Apr 26 06:00 PM -- 02:20 AM (PDT) @ Opal 103-104 None
3rd ICLR Workshop on Machine Learning for Remote Sensing
Workshop
Sat Apr 26 06:00 PM -- 03:00 AM (PDT) @ Topaz Concourse None
Quantify Uncertainty and Hallucination in Foundation Models: The Next Frontier in Reliable AI
Workshop
Sat Apr 26 06:45 PM -- 02:30 AM (PDT) @ Opal 101-102 None
The Future of Machine Learning Data Practices and Repositories
Break
Sat Apr 26 07:00 PM -- 07:30 PM (PDT) @ Hall 4 None
Break
Break
Sat Apr 26 09:00 PM -- 11:00 PM (PDT) None
Lunch Break (on your own)
Break
Sun Apr 27 12:00 AM -- 12:30 AM (PDT) @ Hall 4 None
Break
Workshop
Sun Apr 27 05:30 PM -- 03:00 AM (PDT) @ Hall 4 #4 None
2nd Workshop on Navigating and Addressing Data Problems for Foundation Models (DATA-FM)
Workshop
Sun Apr 27 05:30 PM -- 02:15 AM (PDT) @ Hall 4 #1 None
I Can't Believe It's Not Better: Challenges in Applied Deep Learning
Workshop
Sun Apr 27 05:30 PM -- 02:40 AM (PDT) @ Garnet 212-213 None
Workshop on Reasoning and Planning for Large Language Models
Workshop
Sun Apr 27 05:30 PM -- 03:00 AM (PDT) @ Peridot 201&206 None
World Models: Understanding, Modelling and Scaling
Workshop
Sun Apr 27 05:30 PM -- 02:00 AM (PDT) @ Topaz Concourse None
AI4MAT-ICLR-2025: AI for Accelerated Materials Design
Workshop
Sun Apr 27 05:30 PM -- 03:00 AM (PDT) @ Garnet 214-215 None
Workshop on Spurious Correlation and Shortcut Learning: Foundations and Solutions
Workshop
Sun Apr 27 05:30 PM -- 03:00 AM (PDT) @ Peridot 204-205 None
SCOPE: SCALABLE OPTIMIZATION FOR EFFICIENT AND ADPATIVE FOUNDATION MODELS
Workshop
Sun Apr 27 05:30 PM -- 02:20 AM (PDT) @ Garnet 218-219 None
The 3rd DL4C Workshop: Emergent Possibilities and Challenges in Deep Learning for Code
Workshop
Sun Apr 27 05:50 PM -- 03:00 AM (PDT) @ Hall 4 #6 None
Building Trust in LLMs and LLM Applications: From Guardrails to Explainability to Regulation
Workshop
Sun Apr 27 05:50 PM -- 02:10 AM (PDT) @ Hall 4 #3 None
ICLR 2025 Workshop on Tackling Climate Change with Machine Learning: Data-Centric Approaches in ML for Climate Action
Workshop
Sun Apr 27 06:00 PM -- 03:00 AM (PDT) @ Garnet 216-217 None
ICLR 2025 Workshop on Bidirectional Human-AI Alignment
Workshop
Sun Apr 27 06:00 PM -- 02:10 AM (PDT) @ Hall 4 #2 None
Advances in Financial AI: Opportunities, Innovations, and Responsible AI
Workshop
Sun Apr 27 06:00 PM -- 03:00 AM (PDT) @ Topaz 220-225 None
Generative Models for Robot Learning
Workshop
Sun Apr 27 06:00 PM -- 03:00 AM (PDT) @ Hall 4 #5 None
Open Science for Foundation Models
Workshop
Sun Apr 27 06:00 PM -- 02:40 AM (PDT) @ Hall 4 #7 None
Learning Meaningful Representations of Life (LMRL) Workshop @ ICLR 2025
Workshop
Sun Apr 27 06:00 PM -- 02:50 AM (PDT) @ Hall 1 Apex None
Deep Generative Model in Machine Learning: Theory, Principle and Efficacy
Workshop
Sun Apr 27 06:00 PM -- 02:30 AM (PDT) @ Conference GHJ None
Second Workshop on Representational Alignment (Re$^2$-Align)
Workshop
Sun Apr 27 06:00 PM -- 03:00 AM (PDT) @ Opal 101-102 None
Workshop on Embodied Intelligence with Large Language Models In Open City Environment
Workshop
Sun Apr 27 06:00 PM -- 03:00 AM (PDT) @ Peridot 202-203 None
Frontiers in Probabilistic Inference: learning meets Sampling
Workshop
Sun Apr 27 06:00 PM -- 03:00 AM (PDT) @ Opal 103-104 None
AI for Nucleic Acids (AI4NA)
Break
Sun Apr 27 07:00 PM -- 07:30 PM (PDT) @ Hall 4 None
Break
Break
Sun Apr 27 09:00 PM -- 11:00 PM (PDT) None
Lunch Break (on your own)
Break
Mon Apr 28 12:00 AM -- 12:30 AM (PDT) @ Hall 4 None
Break
Successful Page Load