Toggle Poster Visibility
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#101
Influence without Confounding: Causal Discovery from Temporal Data with Long-term Carry-over Effects
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#102
Causal Structure Learning in Hawkes Processes with Complex Latent Confounder Networks
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#103
Matching without Group Barrier for Heterogeneous Treatment Effect Estimation
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#104
GDR-learners: Orthogonal Learning of Generative Models for Potential Outcomes
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#105
Query-Specific Causal Graph Pruning Under Tiered Knowledge
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#106
Conditional Independent Component Analysis for Estimating Causal Structure with Latent Variables
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#107
Multi-Scale Diffusion-Guided Graph Learning with Power-Smoothing Random Walk Contrast for Multi-View Clustering
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#108
Bridging ML and algorithms: comparison of hyperbolic embeddings
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#109
Boosting Open Set Recognition Performance through Modulated Representation Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#110
Adaptive Width Neural Networks
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#111
Cross-Domain Lossy Compression via Rate- and Classification-Constrained Optimal Transport
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#112
Random Controlled Differential Equations
[
Slides]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#113
GRACE: Generative Representation Learning via Contrastive Policy Optimization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#114
TRIDENT: Cross-Domain Trajectory Spatio-Temporal Representation via Distance-Preserving Triplet Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#115
A Generalized Geometric Theoretical Framework of Centroid Discriminant Analysis for Linear Classification of Multi-dimensional Data
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#116
Behavior Learning (BL)
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#117
Features Emerge as Discrete States: The First Application of SAEs to 3D Representations
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#118
SupCLAP: Controlling Optimization Trajectory Drift in Audio-Text Contrastive Learning with Support Vector Regularization
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#119
Beyond Entity Correlations: Disentangling Event Causal Puzzles in Temporal Knowledge Graphs
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#120
Learning Unified Representation of 3D Gaussian Splatting
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#121
Detect, Decide, Unlearn: A Transfer-Aware Framework for Continual Learning
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#122
FSD-CAP: Fractional Subgraph Diffusion with Class-Aware Propagation for Graph Feature Imputation
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#123
Learning Robust Intervention Representations with Delta Embeddings
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#124
UME-R1: Exploring Reasoning-Driven Generative Multimodal Embeddings
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#224
Inferring the Invisible: Neuro-Symbolic Rule Discovery for Missing Value Imputation
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#223
KDP: Simplifying Representation Dynamics in Kernel Space
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#222
NeoBERT: A Next Generation BERT
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#221
Explain in Your Own Words: Improving Reasoning via Token-Selective Dual Knowledge Distillation
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#219
Knowledge Distillation as Decontamination? Revisiting the “Data Laundering” Concern in Classification Tasks
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#218
DisTaC: Conditioning Task Vectors via Distillation for Robust Model Merging
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#217
TokMem: One-Token Procedural Memory for Large Language Models
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#216
ABBA-Adapters: Efficient and Expressive Fine-Tuning of Foundation Models
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#215
Gradient-Based Program Synthesis with Neurally Interpreted Languages
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#214
Beyond Uniformity: Sample and Frequency Meta Weighting for Post-Training Quantization of Diffusion Models
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#213
Gradient-Aligned Calibration for Post-Training Quantization of Diffusion Models
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#212
Prior-free Tabular Test-time Adaptation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#211
Evaluating GFlowNet from partial episodes for stable and flexible policy-based training
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#210
Score-Based Density Estimation from Pairwise Comparisons
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#209
RNE: plug-and-play diffusion inference-time control and energy-based training
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#208
Scalable Random Wavelet Features: Efficient Non-Stationary Kernel Approximation with Convergence Guarantees
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#207
CLEAR: Calibrated Learning for Epistemic and Aleatoric Risk
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#206
Amortising Inference and Meta-Learning Priors in Neural Networks
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#205
AI-for-Science Low-code Platform with Bayesian Adversarial Multi-Agent Framework
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#204
JAPAN: Joint Adaptive Prediction Areas with Normalising Flow
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#203
Temporal Test-Time Adaptation with State-Space Models
[
Poster]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#202
Latent Geometry-Driven Network Automata for Complex Network Dismantling
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#201
Supporting High-Stakes Decision Making Through Interactive Preference Elicitation in the Latent Space
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#301
Sample Smart, Not Hard: Correctness-First Decoding for Better Reasoning in LLMs
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#302
CoLA: Co-Calibrated Logit Adjustment for Long-Tailed Semi-Supervised Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#303
DAMR: Efficient and Adaptive Context-Aware Knowledge Graph Question Answering with LLM-Guided MCTS
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#304
EIP: Weighted Ranking of LLMs by Quantifying Question Difficulty
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#305
Noisy but Valid: Robust Statistical Evaluation of LLMs with Imperfect Judges
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#306
Train on Validation (ToV): Fast data selection with applications to fine-tuning
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#307
Enhanced Generative Model Evaluation with Clipped Density and Coverage
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#308
Understanding the Robustness of Distributed Self-Supervised Learning Frameworks Against Non-IID Data
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#309
Pretraining with hierarchical memories: separating long-tail and common knowledge
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#310
SysMoBench: Evaluating AI on Formally Specifying Complex Real-World Systems
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#311
Soft Quality-Diversity Optimization
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#312
Rethinking Continual Learning with Progressive Neural Collapse
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#313
VideoJudge: Bootstrapping Enables Scalable Supervision of MLLM-as-a-Judge for Video Understanding
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#314
Random-projection ensemble dimension reduction
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#315
Entropic Confinement and Mode Connectivity in Overparameterized Neural Networks
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#316
Null-Space Filtering for Data-Free Continual Model Merging: Preserving Stability, Promoting Plasticity
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#317
LMask: Learn to Solve Constrained Routing Problems with Lazy Masking
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#318
Deft Scheduling of Dynamic Cloud Workflows with Varying Deadlines via Mixture-of-Experts
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#319
CALM: Co-evolution of Algorithms and Language Model for Automatic Heuristic Design
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#320
Think-While-Generating: On-the-Fly Reasoning for Personalized Long-Form Generation
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#321
SIPDO: Closed-Loop Prompt Optimization via Synthetic Data Feedback
[
Slides]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#322
Large Language Model Compression with Global Rank and Sparsity Optimization
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#220
Lifelong Learning with Behavior Consolidation for Vehicle Routing
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#323
ConRep4CO: Contrastive Representation Learning of Combinatorial Optimization Instances across Types
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#324
Align-SAM: Seeking Flatter Minima for Better Cross-Subset Alignment
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#424
Scalable and Adaptive Trust-Region Learning via Projection Convex Hull
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#423
FrontierCO: Real-World and Large-Scale Evaluation of Machine Learning Solvers for Combinatorial Optimization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#422
Towards Dynamic Interleaving Optimizers
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#421
Native Adaptive Solution Expansion for Diffusion-based Combinatorial Optimization
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#420
A Convergence Analysis of Adaptive Optimizers under Floating-point Quantization
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#419
DISK: Differentiable Sparse Kernel Complex for Efficient Spatially-Variant Convolution
[
Slides]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#418
Derandomized Online-to-Non-convex Conversion for Stochastic Weakly Convex Optimization
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#417
A Block Coordinate Descent Method for Nonsmooth Composite Optimization under Orthogonality Constraints
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#415
Riemannian Optimization on Relaxed Indicator Matrix Manifold
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#414
Provably Accelerated Imaging with Restarted Inertia and Score-based Image Priors
[
Slides]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#413
Online Inventory Optimization in Non-Stationary Environment
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#412
Reducing Contextual Stochastic Bilevel Optimization via Structured Function Approximation
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#411
Proximal Diffusion Neural Sampler
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#410
Riemannian Zeroth-Order Gradient Estimation with Structure-Preserving Metrics for Geodesically Incomplete Manifolds
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#409
Local Entropy Search over Descent Sequences for Bayesian Optimization
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#408
LLM-Guided Evolutionary Program Synthesis for Quasi-Monte Carlo Design
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#407
Error Feedback for Muon and Friends
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#406
Byzantine-Robust Federated Learning with Learnable Aggregation Weights
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#405
SpareTrain: Fault-Tolerant LLM Training via Low-Cost Dual Modular Redundancy
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#404
Long-Context Attention Benchmark: From Kernel Efficiency to Distributed Context Parallelism
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#403
Composite Optimization with Error Feedback: the Dual Averaging Approach
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#402
The Potential of Second-Order Optimization for LLMs: A Study with Full Gauss-Newton
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#401
Beyond Outliers: A Study of Optimizers Under Quantization
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#501
Improved $\ell_{p}$ Regression via Iteratively Reweighted Least Squares
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#502
Unveiling the Basin-Like Loss Landscape in Large Language Models
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#503
Layerwise Federated Learning for Heterogeneous Quantum Clients using Quorus
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#504
Towards Efficient Optimizer Design for LLM via Structured Fisher Approximation with a Low-Rank Extension
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#505
HeuriGym: An Agentic Benchmark for LLM-Crafted Heuristics in Combinatorial Optimization
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#506
vCache: Verified Semantic Prompt Caching
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#507
KBVQ-MoE: KLT-guided SVD with Bias-Corrected Vector Quantization for MoE Large Language Models
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#508
Sculpting Subspaces: Constrained Full Fine-Tuning in LLMs for Continual Learning
[
Slides]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#509
PERK: Long-Context Reasoning as Parameter-Efficient Test-Time Learning
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#510
Adaptive Nonlinear Compression for Large Foundation Models
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#511
Alignment-Enhanced Integration of Connectivity and Spectral Sparsity in Dynamic Sparse Training of LLM
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#512
Inference-Cost-Aware Dynamic Tree Construction for Efficient Inference in Large Language Models
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#513
UniQL: Unified Quantization and Low-rank Compression for Adaptive Edge LLMs
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#514
Learning Dynamics of Logits Debiasing for Long-Tailed Semi-Supervised Learning
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#515
Bridging Draft Policy Misalignment: Group Tree Optimization for Speculative Decoding
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#516
SliderQuant: Accurate Post-Training Quantization for LLMs
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#517
Lookup multivariate Kolmogorov-Arnold Networks
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#518
Reasoning with Sampling: Your Base Model is Smarter Than You Think
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#519
Rethinking Data Curation in LLM Training: Online Reweighting Offers Better Generalization than Offline Methods
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#520
Test-Time Training Done Right
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#521
Visual Self-Refine: A Pixel-Guided Paradigm for Accurate Chart Parsing
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#522
Rethinking Residual Errors in Compensation-based LLM Quantization
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#523
Quant-dLLM: Post-Training Extreme Low-Bit Quantization for Diffusion Large Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#524
Beyond Length: Quantifying Long-Range Information for Long-Context LLM Pretraining Data
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#525
CodeQuant: Unified Clustering and Quantization for Enhanced Outlier Smoothing in Low-Precision Mixture-of-Experts
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#526
MoDr: Mixture-of-Depth-Recurrent Transformers for Test-Time Reasoning
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#626
Token-Guard: Towards Token-Level Hallucination Control via Self-Checking Decoding
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#625
Remaining-data-free Machine Unlearning by Suppressing Sample Contribution
[
Poster]
[
OpenReview]
Blog Post Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#624
Faster SVD via Accelerated Newton-Schulz Iteration
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#623
Attend to the Active: Structure-Aware Dynamic Attention in LLMs for Compositional Instruction Following
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#622
FreeKV: Boosting KV Cache Retrieval for Efficient LLM Inference
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#621
Token Alignment Heads: Unveiling Attention's Role in LLM Multilingual Translation
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#620
Log-Linear Attention
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#619
Attention Sinks and Compression Valleys in LLMs are Two Sides of the Same Coin
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#618
xLSTM Scaling Laws: Competitive Performance with Linear Time-Complexity
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#617
LaplacianFormer:Rethinking Linear Attention with Laplacian Kernel
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#616
InfLLM-V2: Dense-Sparse Switchable Attention for Seamless Short-to-Long Adaptation
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#615
QuoKA: Query-Oriented KV Selection for Efficient LLM Prefill
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#614
The Counting Power of Transformers
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#613
Selective Rotary Position Embedding
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#612
Critical attention scaling in long-context transformers
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#611
Emergent Discrete Controller Modules for Symbolic Planning in Transformers
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#610
Beyond Scattered Acceptance: Fast and Coherent Inference for DLMs via Longest Stable Prefixes
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#609
Efficient Quantization of Mixture-of-Experts with Theoretical Generalization Guarantees
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#608
Variational Autoencoding Discrete Diffusion with Enhanced Dimensional Correlations Modeling
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#607
SceneTransporter: Optimal Transport-Guided Compositional Latent Diffusion for Single-Image Structured 3D Scene Generation
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#606
GenDR: Lighten Generative Detail Restoration
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#605
Doctor-R1: Mastering Clinical Inquiry with Experiential Agentic Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#604
On the Mechanisms of Collaborative Learning in VAE Recommenders
[
Slides]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#603
Quagmires in SFT-RL Post-Training: When High SFT Scores Mislead and What to Use Instead
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#602
Latent Stochastic Interpolants
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#601
Unveiling the Potential of Diffusion Large Language Model in Controllable Generation
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#701
Carré du champ flow matching: better quality-generalisation tradeoff in generative models
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#702
AlignFlow: Improving Flow-based Generative Models with Semi-Discrete Optimal Transport
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#703
Follow-Your-Preference: Towards Preference-Aligned Image Inpainting
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#704
In Good GRACES: Principled Teacher Selection for Knowledge Distillation
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#705
Flow of Spans: Generalizing Language Models to Dynamic Span-Vocabulary via GFlowNets
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#706
Fine-Grained Activation Steering: Steering Less, Achieving More
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#707
Stage-wise Dynamics of Classifier-Free Guidance in Diffusion Models
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#708
Motion-R1: Enhancing Motion Generation with Decomposed Chain-of-Thought and RL Binding
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#709
Precise and Interpretable Editing of Code Knowledge in Large Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#710
Pixel-Level Residual Diffusion Transformer: Scalable 3D CT Volume Generation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#711
Learning to Parallel: Accelerating Diffusion Large Language Models via Learnable Parallel Decoding
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#712
Gumbel Distillation for Parallel Text Generation
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#713
Generative Human Geometry Distribution
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#714
PARD: Accelerating LLM Inference with Low‑Cost PARallel Draft Model Adaptation
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#715
Diagnosing and Improving Diffusion Models by Estimating the Optimal Loss Value
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#716
Front-Loading Reasoning: The Synergy between Pretraining and Post-Training Data
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#717
PonderLM: Pretraining Language Models to Ponder in Continuous Space
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#718
Next-ToBE: Probabilistic Next Token-Bag Exploitation for Activating Anticipatory Capacity in LLMs
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#719
Free Lunch for Stabilizing Rectified Flow Inversion
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#720
REAL: Reading Out Transformer Activations for Precise Localization in Language Model Steering
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#416
Antibody: Strengthening Defense Against Harmful Fine-Tuning for Large Language Models via Attenuating Harmful Gradient Influence
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#721
ES-dLLM: Efficient Inference for Diffusion Large Language Models by Early-Skipping
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#722
Riemannian Variational Flow Matching for Material and Protein Design
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#723
Diffusion Blend: Inference-Time Multi-Preference Alignment for Diffusion Models
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#724
Cache-to-Cache: Direct Semantic Communication Between Large Language Models
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#725
FlashDLM: Accelerating Diffusion Language Model Inference via Efficient KV Caching and Guided Diffusion
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#726
Rote Learning Considered Useful: Generalizing over Memorized Data in LLMs
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#826
VerifyBench: Benchmarking Reference-based Reward Systems for Large Language Models
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#825
Improving Reasoning for Diffusion Language Models via Group Diffusion Policy Optimization
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#824
Scalable Energy-Based Models via Adversarial Training: Unifying Discrimination and Generation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#823
A Bayesian Nonparametric Framework For Learning Disentangled Representations
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#822
DRPO: Efficient Reasoning via Decoupled Reward Policy Optimization
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#821
A Statistical Learning Perspective on Semi-dual Adversarial Neural Optimal Transport Solvers
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#820
Foresight Diffusion: Improving Sampling Consistency in Predictive Diffusion Models
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#819
Time-To-Inconsistency: A Survival Analysis of Large Language Model Robustness to Adversarial Attacks
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#818
UltraLLaDA: Scaling the Context Length to 128K for Diffusion Large Language Models
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#817
Generalization of Diffusion Models Arises with a Balanced Representation Space
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#816
VisCoder2: Building Multi-Language Visualization Coding Agents
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#815
GGBall: Graph Generative Model on Poincaré Ball
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#814
CyclicReflex: Improving Reasoning Models via Cyclical Reflection Token Scheduling
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#813
LD-MoLE: Learnable Dynamic Routing for Mixture of LoRA Experts
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#812
Provable Separations between Memorization and Generalization in Diffusion Models
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#811
Predicting LLM Output Length via Entropy-Guided Representations
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#810
Unveiling Downstream Performance Scaling of LLMs: A Clustering-Based Perspective
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#809
Routing Matters in MoE: Scaling Diffusion Transformers with Explicit Routing Guidance
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#808
Eliminating VAE for Fast and High-Resolution Generative Detail Restoration
[
Poster]
[
OpenReview]
Blog Post Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#807
The human knowledge loophole in the 'bitter lesson' for LLMs
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#806
Assessing Robustness via Score-Based Adversarial Image Generation
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#805
Towards Anomaly-Aware Pre-Training and Fine-Tuning for Graph Anomaly Detection
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#804
Sheaves Reloaded: A Direction Awakening
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#803
GraphOmni: A Comprehensive and Extensible Benchmark Framework for Large Language Models on Graph-theoretic Tasks
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#802
Multi-Scale Hypergraph Meets LLMs: Aligning Large Language Models for Time Series Analysis
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#801
Pairwise is Not Enough: Hypergraph Neural Networks for Multi-Agent Pathfinding
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#901
Cooperative Sheaf Neural Networks
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#902
Learning from Historical Activations in Graph Neural Networks
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#903
TandemFoilSet: Datasets for Flow Field Prediction of Tandem-Airfoil Through the Reuse of Single Airfoils
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#904
Diverse and Sparse Mixture-of-Experts for Causal Subgraph–Based Out-of-Distribution Graph Learning
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#905
ODNet: Opinion Dynamics-Inspired Neural Message Passing for Graphs and Hypergraphs
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#906
Noise Tolerance of Distributionally Robust Learning
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#907
Robust Fine-Tuning from Non-Robust Pretrained Models: Mitigating Suboptimal Transfer With Epsilon-Scheduling
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#908
VEAttack: Downstream-agnostic Vision Encoder Attack against Large Vision Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#909
Robust Adversarial Quantification via Conflict-Aware Evidential Deep Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#910
Semantic Uncertainty Quantification of Hallucinations in LLMs: A Quantum Tensor Network Based Method
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#911
Predicting Training Re-evaluation Curves Enables Effective Data Curriculums for LLMs
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#912
Theory of Scaling Laws for In-Context Regression: Depth, Width, Context and Time
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#913
Sequences of Logits Reveal the Low Rank Structure of Language Models
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#914
Conditioned Initialization for Attention
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#915
How Transformers Learn Causal Structures In-Context: Explainable Mechanism Meets Theoretical Guarantee
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#916
Finite-Time Convergence Analysis of ODE-based Generative Models for Stochastic Interpolants
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#917
From Neural Networks to Logical Theories: The Correspondence between Fibring Modal Logics and Fibring Neural Networks
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#918
The Serial Scaling Hypothesis
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#919
Fisher-Rao Sensitivity for Out-of-Distribution Detection in Deep Neural Networks
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#920
The Coverage Principle: How Pre-Training Enables Post-Training
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#921
A New Initialization to Control Gradients in Sinusoidal Neural Networks
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#922
Does Weak-to-strong Generalization Happen under Spurious Correlations?
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#923
An Information-Theoretic Lower Bound on the Generalization Error of Autoencoders
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#924
Parallel-R1: Towards Parallel Thinking via Reinforcement Learning
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#925
Highly Efficient and Effective LLMs with Multi-Boolean Architectures
[
Slides]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#926
Early Signs of Steganographic Capabilities in Frontier LLMs
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1026
SSDi8: Accurate and Efficient 8-bit Quantization for State Space Duality
[
Slides]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1025
DoVer: Intervention-Driven Auto Debugging for LLM Multi-Agent Systems
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1024
Rethinking Layer Relevance in Large Language Models Beyond Cosine Similarity
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1023
Stable and Scalable Deep Predictive Coding Networks with Meta-Prediction Errors
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1022
Latent-Guided Reasoning: Empowering Small LLMs with Large-Model Thinking
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1021
ResT: Reshaping Token-Level Policy Gradients for Tool-Use Large Language Models
[
Slides]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1020
EigenBench: A Comparative Behavioral Measure of Value Alignment
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1019
DuPO: Enabling Reliable Self-Verification via Dual Preference Optimization
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1018
Does Higher Interpretability Imply Better Utility? A Pairwise Analysis on Sparse Autoencoders
[
Slides]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1017
INSTANT: Compressing Gradients and Activations for Resource-Efficient Training
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1016
GeoGramBench: Benchmarking the Geometric Program Reasoning in Modern LLMs
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1015
Learnability and Privacy Vulnerability are Entangled in a Few Critical Weights
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1014
NewtonBench: Benchmarking Generalizable Scientific Law Discovery in LLM Agents
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1013
SASFT: Sparse Autoencoder-guided Supervised Finetuning to Mitigate Unexpected Code-Switching in LLMs
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1012
Enabling Fine-Tuning of Direct Feedback Alignment via Feedback-Weight Matching
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1011
Tracking Equivalent Mechanistic Interpretations Across Neural Networks
[
Slides]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1010
GradPCA: Leveraging NTK Alignment for Reliable Out-of-Distribution Detection
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1009
MLP Memory: A Retriever-Pretrained Memory for Large Language Models
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1008
PALC: Preference Alignment via Logit Calibration
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1007
Auto-Regressive vs Flow-Matching: a Comparative Study of Modeling Paradigms for Text-to-Music Generation
[
Poster]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1006
Distributed Quasi-Newton Method for Fair and Fast Federated Learning
[
Slides]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1005
Towards All-Atom Foundation Models for Biomolecular Binding Affinity Prediction
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1004
DeepSADR: Deep Transfer Learning with Subsequence Interaction and Adaptive Readout for Cancer Drug Response Prediction
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1003
Towards Knowledge‑and‑Data‑Driven Organic Reaction Prediction: RAG‑Enhanced and Reasoning‑Powered Hybrid System with LLMs
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1002
GRAM-DTI: Adaptive Multimodal Representation Learning for Drug–Target Interaction Prediction
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1001
PoinnCARE: Hyperbolic Multi-Modal Learning for Enzyme Classification
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1101
Efficient Regression-based Training of Normalizing Flows for Boltzmann Generators
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1102
SigmaDock: Untwisting Molecular Docking with Fragment-Based SE(3) Diffusion
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1103
Geometric Graph Neural Diffusion for Stable Molecular Dynamics Simulations
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1104
PepBenchmark: A Standardized Benchmark for Peptide Machine Learning
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1105
FlexRibbon: Joint Sequence and Structure Pretraining for Protein Modeling
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1106
Unified Biomolecular Trajectory Generation via Pretrained Variational Bridge
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1107
Test-Time Adaptation without Source Data for Out-of-Domain Bioactivity Prediction
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1108
Synergistic Benefits of Joint Molecule Generation and Property Prediction
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1109
EarthSE: A Benchmark Evaluating Earth Scientific Exploration Capability for Large Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1110
Task-Adaptive Parameter-Efficient Fine-Tuning for Weather Foundation Models
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1111
TianQuan-S2S: A Subseasonal-to-Seasonal Global Weather Model via Incorporate Climatology State
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1112
Shrinking Proteins with Diffusion
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1113
CryoSplat: Gaussian Splatting for Cryo-EM Homogeneous Reconstruction
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1114
A Joint Diffusion Model with Pre-Trained Priors for RNA Sequence-Structure Co-Design
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1115
HeurekaBench: A Benchmarking Framework for AI Co-scientist
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1116
AntigenLM: Structure-Aware DNA Language Modeling for Influenza
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1117
Lost in Tokenization: Context as the Key to Unlocking Biomolecular Understanding in Scientific LLMs
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1118
CellAgent: LLM-Driven Multi-Agent Framework for Natural Language-Based Single-Cell Analysis
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1119
A New Paradigm for Genome-wide DNA Methylation Prediction Without Methylation Input
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1120
Unleashing Scientific Reasoning for Bio-experimental Protocol Generation via Structured Component-based Reward Mechanism
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1121
Benchmarking ECG FMs: A Reality Check Across Clinical Tasks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1122
Knowledgeable Language Models as Black-Box Optimizers for Personalized Medicine
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1123
Can we generate portable representations for clinical time series data using LLMs?
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1124
From Conversation to Query Execution: Benchmarking User and Tool Interactions for EHR Database Agents
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1125
Joint Adaptation of Uni-modal Foundation Models for Multi-modal Alzheimer's Disease Diagnosis
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1126
NurValues: Real-World Nursing Values Evaluation for Large Language Models in Clinical Context
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1226
Synthesizing High-Quality Visual Question Answering from Medical Documents with Generator-Verifier LMMs
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1225
A Structured, Tagged, and Localized Visual Question Answering Dataset with Full Sentence Answers and Scene Graphs for Chest X-ray Images
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1224
Nef-Net v2: Adapting Electrocardio Panorama in the wild
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1223
FETAL-GAUGE: A BENCHMARK FOR ASSESSING VISION-LANGUAGE MODELS IN FETAL ULTRASOUND
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1222
ProstaTD: Bridging Surgical Triplet from Classification to Fully Supervised Detection
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1221
A Schrödinger Eigenfunction Method for Long-Horizon Stochastic Optimal Control
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1220
Locally Subspace-Informed Neural Operators for Efficient Multiscale PDE Solving
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1219
Operator Learning with Domain Decomposition for Geometry Generalization in PDE Solving
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1218
Breaking Scale Anchoring: Frequency Representation Learning for Accurate High-Resolution Inference from Low-Resolution Training
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1217
villa-X: Enhancing Latent Action Modeling in Vision-Language-Action Models
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1216
Vision-Language-Action Instruction Tuning: From Understanding to Manipulation
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1215
Manipulation as in Simulation: Enabling Accurate Geometry Perception in Robots
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1214
Emergent Dexterity Via Diverse Resets and Large-Scale Reinforcement Learning
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1213
Steerable Adversarial Scenario Generation through Test-Time Preference Alignment
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1212
PEERING INTO THE UNKNOWN: ACTIVE VIEW SELECTION WITH NEURAL UNCERTAINTY MAPS FOR 3D RECONSTRUCTION
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1211
Translating Flow to Policy via Hindsight Online Imitation
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1210
RoboPARA: Dual-Arm Robot Planning with Parallel Allocation and Recomposition Across Tasks
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1209
RAP: 3D Rasterization Augmented End-to-End Planning
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1208
One Demo Is All It Takes: Planning Domain Derivation with LLMs from A Single Demonstration
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1207
Interleave-VLA: Enhancing Robot Manipulation with Image-Text Interleaved Instructions
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1206
QVLA: Not All Channels Are Equal in Vision-Language-Action Model's Quantization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1205
ArtVIP: Articulated Digital Assets of Visual Realism, Modular Interaction, and Physical Fidelity for Robot Learning
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1204
Virtual Community: An Open World for Humans, Robots, and Society
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1203
Unified Vision-Language-Action Model
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1202
ReCogDrive: A Reinforced Cognitive Framework for End-to-End Autonomous Driving
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1201
Time Optimal Execution of Action Chunk Policies Beyond Demonstration Speed
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1301
Vlaser: Vision-Language-Action Model with Synergistic Embodied Reasoning
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1302
MemoryVLA: Perceptual-Cognitive Memory in Vision-Language-Action Models for Robotic Manipulation
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1304
Differentiable Simulation of Hard Contacts with Soft Gradients for Learning and Control
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1305
TaCo: A Benchmark for Lossless and Lossy Codecs of Heterogeneous Tactile Data
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1306
Weight-Space Linear Recurrent Neural Networks
[
Slides]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1307
Adapt Data to Model: Adaptive Transformation Optimization for Domain-shared Time Series Foundation Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1308
PMDformer: Patch-Mean Decoupling Information Transformer for Long-term Forecasting
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1309
Bridging Past and Future: Distribution-Aware Alignment for Time Series Forecasting
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1310
Learning Koopman Representations with Controllability Guarantees
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1311
Test-Time Efficient Pretrained Model Portfolios for Time Series Forecasting
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1312
Micro-Macro Coupled Koopman Modeling on Graph for Traffic Flow Prediction
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1313
Towards Multimodal Time Series Anomaly Detection with Semantic Alignment and Condensed Interaction
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1314
Reliable Probabilistic Forecasting of Irregular Time Series through Marginalization-Consistent Flows
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1315
STABLE: Shift-Tolerant Allocation via Black-Litterman Using Conditional Diffusion Estimates
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1316
Aurora: Towards Universal Generative Multimodal Time Series Forecasting
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1317
DeNOTS: Stable Deep Neural ODEs for Time Series
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1318
TS-DDAE: A Novel Temporal-Spectral Denoising Diffusion AutoEncoder for Wireless Signal Recognition Model Pre-training
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1319
ST-HHOL: Spatio-Temporal Hierarchical Hypergraph Online Learning for Crime Prediction
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1320
TIMESLIVER : SYMBOLIC-LINEAR DECOMPOSITION FOR EXPLAINABLE TIME SERIES CLASSIFICATION
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1321
A General Spatio-Temporal Backbone with Scalable Contextual Pattern Bank for Urban Continual Forecasting
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1322
CoRA: Boosting Time Series Foundation Models for Multivariate Forecasting through Correlation-aware Adapter
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1323
When Foundation Models are One-Liners: Limitations and Future Directions for Time Series Anomaly Detection
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1324
TimeSeriesExamAgent: Creating Time Series Reasoning Benchmarks at Scale
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1325
Lost in the Non-convex Loss Landscape: How to Fine-tune the Large Time Series Model?
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1326
PGRF-Net: A Prototype-Guided Relational Fusion Network for Diagnostic Multivariate Time-Series Anomaly Detection
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1426
Towards True Speech-to-Speech Models Without Text Guidance
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1425
TSM-Bench: Detecting LLM-Generated Text in Real-World Wikipedia Editing Practices
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1424
SealQA: Raising the Bar for Reasoning in Search-Augmented Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1423
Youtu-GraphRAG: Vertically Unified Agents for Graph Retrieval-Augmented Complex Reasoning
[
Slides]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1422
LEXam: Benchmarking Legal Reasoning on 340 Law Exams
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1421
Echo: Towards Advanced Audio Comprehension via Audio-Interleaved Reasoning
[
Slides]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1420
InnovatorBench: Evaluating Agents’ Ability to Conduct Innovative AI Research
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1419
Rethinking Reasoning in Document Ranking: Why Chain-of-Thought Falls Short
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1418
Hybrid Deep Searcher: Scalable Parallel and Sequential Search Reasoning
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1417
LearNAT: Learning NL2SQL with AST-guided Task Decomposition for Large Language Models
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1416
Chasing the Tail: Effective Rubric-based Reward Modeling for Large Language Model Post-Training
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1415
Improving Discrete Diffusion Unmasking Policies Beyond Explicit Reference Policies
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1414
Harder Is Better: Boosting Mathematical Reasoning via Difficulty-Aware GRPO and Multi-Aspect Question Reformulation
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1413
Reliable Fine-Grained Evaluation of Natural Language Math Proofs
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1412
Fixing the Broken Compass: Diagnosing and Improving Inference-Time Reward Modeling
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1411
Do LLMs Forget What They Should? Evaluating In-Context Forgetting in Large Language Models
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1410
Tools are under-documented: Simple Document Expansion Boosts Tool Retrieval
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1409
Plan-Answer-Refine-on-Graph: Structured Planning and Self-Refinement for Large Language Model Reasoning on Knowledge Graphs
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1408
REMem: Reasoning with Episodic Memory in Language Agent
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1407
Multimodal Policy Internalization for Conversational Agents
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1406
Improving Attributed Long-form Question Answering with Intent Awareness
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1405
Talk, Evaluate, Diagnose: User-aware Agent Evaluation with Automated Error Analysis
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1404
LightMem: Lightweight and Efficient Memory-Augmented Generation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1403
From Utterance to Vividity: Training Expressive Subtitle Translation LLM via Adaptive Local Preference Optimization
[
Slides]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1402
How Reliable is Language Model Micro-Benchmarking?
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1401
PrismAudio: Decomposed Chain-of-Thought and Multi-dimensional Rewards for Video-to-Audio Generation
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1501
The Open Proof Corpus: A Large-Scale Study of LLM-Generated Mathematical Proofs
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1502
Speech World Model: Causal State–Action Planning with Explicit Reasoning for Speech
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1503
Beyond Pass@ 1: Self-Play with Variational Problem Synthesis Sustains RLVR
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1504
Credit-Budgeted ICPC-Style Coding: When Agents Must Pay for Every Decision
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1505
LLMs Get Lost In Multi-Turn Conversation
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1506
Accelerating Diffusion Large Language Models with SlowFast Sampling: The Three Golden Principles
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1507
Towards Reliable Benchmarking: A Contamination Free, Controllable Evaluation Framework for Multi-step LLM Function Calling
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1508
Toward Complex-Valued Neural Networks for Waveform Generation
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1509
FSPO: Few-Shot Optimization of Synthetic Preferences Effectively Personalizes to Real Users
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1510
LoopFormer: Elastic-Depth Looped Transformers for Latent Reasoning via Shortcut Modulation
[
Slides]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1511
MENLO: From Preferences to Proficiency – Evaluating and Modeling Native-like Quality Across 47 Languages
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1512
DiscoX: Benchmarking Discourse-Level Translation in Expert Domains
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1513
Efficient Audio-Visual Speech Separation with Discrete Lip Semantics and Multi-Scale Global-Local Attention
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1514
End-to-end Listen, Look, Speak and Act
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1515
Gogo: Group-wise granularity-ordered codec for stable and efficient speech generation
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1516
HiPRAG: Hierarchical Process Rewards for Efficient Agentic Retrieval Augmented Generation
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1517
Towards Understanding Valuable Preference Data for Large Language Model Alignment
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1518
FlexiVoice: Enabling Flexible Style Control in Zero-Shot TTS with Natural Language Instructions
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1519
Rethinking LLM Reasoning: From Explicit Trajectories to Latent Representations
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1520
PT$^2$-LLM: Post-Training Ternarization for Large Language Models
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1521
Scaling Generalist Data-Analytic Agents
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1522
FlowSearcher: Synthesizing Memory-Guided Agentic Workflows for Web Information Seeking
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1523
Long Chain-of-Thought Reasoning Across Languages
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1524
Representational Alignment Across Model Layers and Brain Regions with Multi-Level Optimal Transport
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1525
Beyond Grid-Locked Voxels: Neural Response Functions for Continuous Brain Encoding
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1526
Omni-iEEG: A Large-Scale, Comprehensive iEEG Dataset and Benchmark for Epilepsy Research
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1626
Uncovering Semantic Selectivity of Latent Groups in Higher Visual Cortex with Mutual Information-Guided Diffusion
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1625
Emergence of Spatial Representation in an Actor-Critic Agent with Hippocampus-Inspired Sequence Generator
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1624
Stretching Beyond the Obvious: A Gradient-Free Framework to Unveil the Hidden Landscape of Visual Invariance
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1623
Hippoformer: Integrating Hippocampus-inspired Spatial Memory with Transformers
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1622
An Information-Theoretic Framework For Optimizing Experimental Design To Distinguish Probabilistic Neural Codes
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1621
Autoregressive Visual Decoding from EEG Signals
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1620
Model-Guided Microstimulation Steers Primate Visual Behavior
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1619
SEED: Towards More Accurate Semantic Evaluation for Visual Brain Decoding
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1618
Learning Brain Representation with Hierarchical Visual Embeddings
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1617
MoGen: Detailed Neuronal Morphology Generation via Point Cloud Flow Matching
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1616
Inducing Dyslexia in Vision Language Models
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1615
Riemannian High-Order Pooling for Brain Foundation Models
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1614
A Brain-Inspired Gating Mechanism Unlocks Robust Computation in Spiking Neural Networks
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1613
Tokenizing Single-Channel EEG with Time-Frequency Motif Learning
[
Slides]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1612
Learning Mixtures of Linear Dynamical Systems via Hybrid Tensor-EM Method
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1611
Accelerating Benchmarking of Functional Connectivity Modeling via Structure-aware Core-set Selection
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1610
AutoMetrics: Approximate Human Judgments with Automatically Generated Evaluators
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1609
TINY BUT MIGHTY: A SOFTWARE-HARDWARE CO- DESIGN APPROACH FOR EFFICIENT MULTIMODAL IN- FERENCE ON BATTERY-POWERED SMALL DEVICES
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1608
MIAM: Modality Imbalance-Aware Masking for Multimodal Ecological Applications
[
Slides]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1607
Real-Time Reasoning Agents in Evolving Environments
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1606
FlowAD: Ego-Scene Interactive Modeling for Autonomous Driving
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1605
AetherCode: Evaluating LLMs’ Ability to Win In Premier Programming Competitions
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1604
Operator Theory-Driven Autoformulation of MDPs for Control of Queueing Systems
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1603
WebGen-Agent: Enhancing Interactive Website Generation with Multi-Level Feedback and Step-Level Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1602
AirQA: A Comprehensive QA Dataset for AI Research with Instance-Level Evaluation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1601
Seek-CAD: A Self-refined Generative Modeling for 3D Parametric CAD Using Local Inference via DeepSeek
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1701
MobileIPL: Enhancing Mobile Agents Thinking Process via Iterative Preference Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1702
Steering Autoregressive Music Generation with Recursive Feature Machines
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1703
Token-Efficient Long-Term Interest Sketching and Internalized Reasoning for LLM-based Recommendation
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1704
ChronoPlay: A Framework for Modeling Dual Dynamics and Authenticity in Game RAG Benchmarks
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1705
QLCoder: A Query Synthesizer For Static Analysis of Security Vulnerabilities
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1706
A Problem-Oriented Perspective and Anchor Verification for Code Optimization
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1707
Mix-Ecom: Towards Mixed-Type E-Commerce Dialogues with Complex Domain Rules
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1708
Evolving Graph Structured Programs for Circuit Generation with Large Language Models
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1709
K²-Agent: Co-Evolving Know-What and Know-How for Hierarchical Mobile Device Control
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1710
Veritas: Generalizable Deepfake Detection via Pattern-Aware Reasoning
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1711
VADv2: End-to-End Vectorized Autonomous Driving via Probabilistic Planning
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1712
T1: Tool-integrated Verification for Test-time Compute Scaling in Small Language Models
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1713
Learning from Noisy Preferences: A Semi-Supervised Learning Approach to Direct Preference Optimization
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1714
Mixture-of-World Models: Scaling Multi-Task Reinforcement Learning with Modular Latent Dynamics
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1715
NExT-OMNI: Towards Any-to-Any Omnimodal Foundation Models with Discrete Flow Matching
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1716
Predicting Kernel Regression Learning Curves from Only Raw Data Statistics
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1717
DenseGRPO: From Sparse to Dense Reward for Flow Matching Model Alignment
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1718
Progressive Gaussian Transformer with Anisotropy-aware Sampling for Open Vocabulary Occupancy Prediction
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1719
SONA: Learning Conditional, Unconditional, and Matching-Aware Discriminator
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1720
Diverse Dictionary Learning
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1721
Unraveling the Complexity of Memory in RL Agents: an Approach for Classification and Evaluation
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1722
Robust Preference Alignment via Directional Neighborhood Consensus
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1723
FACT: a first-principles alternative to the Neural Feature Ansatz for how networks learn representations
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1724
Adaptive Methods Are Preferable in High Privacy Settings: An SDE Perspective
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1824
Joint Selection for Large-Scale Pre-Training Data via Policy Gradient-based Mask Learning
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1823
Genie Envisioner: A Unified World Foundation Platform for Robotic Manipulation
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1822
Reinforced Latent Reasoning for LLM-based Recommendation
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1821
World2Minecraft: Occupancy-Driven Simulated Scenes Construction
[
Slides]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1820
$\mathbf{Li_2}$: A Framework on Dynamics of Feature Emergence and Delayed Generalization
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1819
LFQA-E: Carefully Benchmarking Long-form QA Evaluation
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1818
FastVGGT: Fast Visual Geometry Transformer
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1817
TrajTok: What makes for a good trajectory tokenizer in behavior generation?
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1816
Pretraining Scaling Laws for Generative Evaluations of Language Models
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1815
Fewer Battles, More Gain: An Information-Efficient Framework for Arena-based LLM Evaluation
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1814
Curvature-Guided Task Synergy for Skeleton based Temporal Action Segmentation
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1813
TokUR: Token-Level Uncertainty Estimation for Large Language Model Reasoning
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1812
Tucker-FNO: Tensor Tucker-Fourier Neural Operator and its Universal Approximation Theory
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1811
TRAJECT-Bench:A Trajectory-Aware Benchmark for Evaluating Agentic Tool Use
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1810
Quantitative Bounds for Length Generalization in Transformers
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1809
How does the optimizer implicitly bias the model merging loss landscape?
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1808
Ada-Diffuser: Latent-Aware Adaptive Diffusion for Decision-Making
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1807
CaReBench: A Fine-grained Benchmark for Video Captioning and Retrieval
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1806
Emergent Hierarchical Reasoning in LLMs through Reinforcement Learning
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1805
OptimalThinkingBench: Evaluating Over and Underthinking in LLMs
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1804
Much Ado About Noising: Dispelling the Myths of Generative Robotic Control
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1803
Frequency-Balanced Retinal Representation Learning with Mutual Information Regularization
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1802
LongWriter-Zero: Mastering Ultra-Long Text Generation via Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1801
Scaling Group Inference for Diverse and High-Quality Generation
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1901
Exposing Weaknesses of Large Reasoning Models through Graph Algorithm Problems
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1902
Any-step Generation via N-th Order Recursive Consistent Velocity Field Estimation
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1903
Understanding and Relaxing the Limitations of Transformers for Linear Algebra
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1904
The Ideation-Execution Gap: Execution Outcomes of LLM-Generated versus Human Research Ideas
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1905
Humanline: Online Alignment as Perceptual Loss
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1906
AdS-GNN - a Conformally Equivariant Graph Neural Network
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1907
Scalable Chain of Thoughts via Elastic Reasoning
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1908
ParaS2S: Benchmarking and Aligning Spoken Language Models for Paralinguistic-aware Speech-to-Speech Interaction
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1909
Graph Representational Learning: When Does More Expressivity Hurt Generalization?
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1910
Fastcar: Cache Attentive Replay for Fast Auto-Regressive Video Generation on the Edge
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1911
Joint Distillation for Fast Likelihood Evaluation and Sampling in Flow-based Models
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1912
Towards Greater Leverage: Scaling Laws for Efficient Mixture-of-Experts Language Models
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1913
Analyzing and Evaluating Unbiased Language Model Watermark
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1914
Fast Data Mixture Optimization via Gradient Descent
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1915
CAR-LoRA: Training Compression-Aware and Robust LoRA Adapters for Evolving LLMs
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1916
RD-HRL: Generating Reliable Sub-Goals for Long-Horizon Sparse-Reward Tasks
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1917
Consistent Low-Rank Approximation
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1918
Three Forward, One Backward: Memory-Efficient Full-Rank Fine-Tuning of Large Models via Extra Forward Passes
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1919
MMedAgent-RL: Optimizing Multi-Agent Collaboration for Multimodal Medical Reasoning
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1920
DrugTrail: Interpretable Drug Discovery via Structured Reasoning and Druggability‑Tailored Preference Optimization
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1921
Distributed Algorithms for Euclidean Clustering
[
OpenReview]
Blog Post Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1922
Probabilistic Circuits for Uncertainty Quantification
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1923
Learning Deformable Body Interactions With Adaptive Spatial Tokenization
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1924
Discrete Audio Tokens: More Than a Survey!
Successful Page Load