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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#101
On the identifiability of causal graphs with multiple environments
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#102
Embracing Discrete Search: A Reasonable Approach to Causal Structure Learning
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#103
Counterfactual Structural Causal Bandits
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#104
IGC-Net for conditional average potential outcome estimation over time
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#105
Exploratory Causal Inference in SAEnce
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#106
ActiveCQ: Active Estimation of Causal Quantities
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#107
Efficient and Sharp Off-Policy Learning under Unobserved Confounding
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#108
Multiverse Mechanica: A Testbed for Learning Game Mechanics via Counterfactual Worlds
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#109
Multi-ReduNet: Interpretable Class-Wise Decomposition of ReduNet
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#110
LightRetriever: A LLM-based Text Retrieval Architecture with Extremely Faster Query Inference
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#111
Relationship Alignment for View-aware Multi-view Clustering
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#113
Token Distillation: Attention-Aware Input Embeddings for New Tokens
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#114
BIRD: Behavior Induction via Representation-structure Distillation
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#115
Dual Perspectives on Non-Contrastive Self-Supervised Learning
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#116
Symmetric Space Learning for Combinatorial Generalization
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1315
EchoMotion: Unified Human Video and Motion Generation via Dual-Modality Diffusion Transformer
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#2001
MILR: Improving Multimodal Image Generation via Test-Time Latent Reasoning
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#117
Confident Block Diagonal Structure-Aware Invariable Graph Completion for Incomplete Multi-view Clustering
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Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#118
Rethinking LLM-as-a-Judge: Representation-as-a-Judge with Small Language Models via Semantic Capacity Asymmetry
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#119
HARP: Hallucination Detection via Reasoning Subspace Projection
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#120
CSRv2: Unlocking Ultra-Sparse Embeddings
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#121
UniCon: Unified Framework for Efficient Contrastive Alignment via Kernels
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#122
Fast and Stable Riemannian Metrics on SPD Manifolds via Cholesky Product Geometry
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#123
LCA: Local Classifier Alignment for Continual Learning
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#124
CLAP: Unsupervised 3D Representation Learning for Fusion 3D Perception via Curvature Sampling and Prototype Learning
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#224
Latent Thinking Optimization: Your Latent Reasoning Language Model Secretly Encodes Reward Signals in Its Latent Thoughts
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Blog Track Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#223
Artistic Style and the Play of Neural Style Representations
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#222
Prompt-MII: Meta-Learning Instruction Induction for LLMs
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#221
DeepAFL: Deep Analytic Federated Learning
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#220
KeepLoRA: Continual Learning with Residual Gradient Adaptation
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#219
Ensemble Prediction of Task Affinity for Efficient Multi-Task Learning
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#218
OptMerge: Unifying Multimodal LLM Capabilities and Modalities via Model Merging
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#217
Scalable Multi-Task Low-Rank Model Adaptation
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#216
A Study on PAVE Specification for Learnware
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#215
Dataset Distillation as Pushforward Optimal Quantization
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#214
Energy-Regularized Sequential Model Editing on Hyperspheres
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#213
Exploring Knowledge Purification in Multi-Teacher Knowledge Distillation for LLMs
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#212
MULTIMODALITY AS SUPERVISION: SELF-SUPERVISED SPECIALIZATION TO THE TEST ENVIRONMENT VIA MULTIMODALITY
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Journal Track Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#211
Amortized Inference of Causal Models via Conditional Fixed-Point Iterations
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#210
Diffusion Bridge Variational Inference for Deep Gaussian Processes
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#209
A Minimum Variance Path Principle for Accurate and Stable Score-Based Density Ratio Estimation
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#208
Source-Guided Flow Matching
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#207
Diffusion and Flow-based Copulas: Forgetting and Remembering Dependencies
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#206
Beyond Aggregation: Guiding Clients in Heterogeneous Federated Learning
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#205
Addressing Pitfalls in the Evaluation of Uncertainty Estimation Methods for Natural Language Generation
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#204
Federated ADMM from Bayesian Duality
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#203
Multilevel Control Functional
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Journal Track Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#202
What is the Relationship between Tensor Factorizations and Circuits (and How Can We Exploit it)?
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#201
Stop Wasting Your Tokens: Towards Efficient Runtime Multi-Agent Systems
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#301
Fast Estimation of Wasserstein Distances via Regression on Sliced Wasserstein Distances
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#302
Evaluating Language Models' Evaluations of Games
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#303
Convergence Analysis of Tsetlin Machines under Noise-Free and Noisy Training Conditions: From $2$ Bits to $k$ Bits
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#304
Pre-training Limited Memory Language Models with Internal and External Knowledge
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#305
Gradient-Based Diversity Optimization with Differentiable Top-$k$ Objective
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#306
HalluGuard: Demystifying Data-Driven and Reasoning-Driven Hallucinations in LLMs
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#307
Robustness of Probabilistic Models to Low-Quality Data: A Multi-Perspective Analysis
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#309
Know When to Abstain: Optimal Selective Classification with Likelihood Ratios
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#310
Generalization in LLM Problem Solving: The Case of the Shortest Path
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#311
It's All Just Vectorization: einx, a Universal Notation for Tensor Operations
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#312
On Code-Induced Reasoning in LLMs
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#313
Incomplete Multi-View Multi-Label Classification via Shared Codebook and Fused-Teacher Self-Distillation
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#314
Rethinking Consistent Multi-Label Classification Under Inexact Supervision
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#617
SSD-GS: Scattering and Shadow Decomposition for Relightable 3D Gaussian Splatting
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#315
Multi-Agent Debate with Memory Masking
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Blog Track Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#316
Divide, Conquer, and Standardize — A Recursive Architecture for Multi-Agent Systems (MAS)
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#317
A Case for Library-Level k-Means Binning in Histogram Gradient-Boosted Trees
Journal Track Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#318
An Expanded Benchmark that Rediscovers and Affirms the Edge of Uncertainty Sampling for Active Learning in Tabular Datasets
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#319
Taming Momentum: Rethinking Optimizer States Through Low-Rank Approximation
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#320
Expertise Can Be Helpful for Reinforcement Learning-based Macro Placement
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#321
FMIP: Joint Continuous-Integer Flow For Mixed-Integer Linear Programming
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#322
Gen-DFL: Decision-Focused Generative Learning for Robust Decision Making
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#323
Linking Process to Outcome: Conditional Reward Modeling for LLM Reasoning
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#324
Predictive Differential Training Guided by Training Dynamics
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#424
Dual Optimistic Ascent (PI Control) is the Augmented Lagrangian Method in Disguise
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#423
Fast Frank–Wolfe Algorithms with Adaptive Bregman Step-Size for Weakly Convex Functions
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#421
Non-Asymptotic Analysis of Efficiency in Conformalized Regression
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#420
Online Decision-Focused Learning
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#419
Antislop: A Comprehensive Framework for Identifying and Eliminating Repetitive Patterns in Language Models
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#418
Neural Hamilton--Jacobi Characteristic Flows for Optimal Transport
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#417
Shuffling the Data, Extrapolating the Step: Sharper Bias In Constant Step-Size SGD
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1003
Scalable Second-order Riemannian Optimization for $K$-means Clustering
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#416
From Fields to Random Trees
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#415
GEPA: Reflective Prompt Evolution Can Outperform Reinforcement Learning
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#414
Unlocking the Potential of Weighting Methods in Federated Learning Through Communication Compression
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#413
DualMap: Enabling Both Cache Affinity and Load Balancing for Distributed LLM Serving
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#412
Bridging Generalization Gap of Heterogeneous Federated Clients Using Generative Models
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#411
On Coreset for LASSO Regression Problem with Sensitivity Sampling
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#410
Randomization Boosts KV Caching, Learning Balances Query Load: A Joint Perspective
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#409
Weight Decay may matter more than µP for Learning Rate Transfer in Practice
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#408
Speculative Actions: A Lossless Framework for Faster AI Agents
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#407
The Polar Express: Optimal Matrix Sign Methods and their Application to the Muon Algorithm
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#406
Teaching Metric Distance to Discrete Autoregressive Language Models
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#2002
When Large Multimodal Models Confront Evolving Knowledge: Challenges and Explorations
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#619
Through the Lens of Contrast: Self-Improving Visual Reasoning in VLMs
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#405
Corner Gradient Descent
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#404
GlowQ: Group-Shared LOw-Rank Approximation for Quantized LLMs
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#403
Completed Hyperparameter Transfer across Modules, Width, Depth, Batch and Duration
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#402
Training Dynamics Impact Post-Training Quantization Robustness
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#401
Special Unitary Parameterized Estimators of Rotation
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#501
Adaptive Regularization for Large-Scale Sparse Feature Embedding Models
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#502
Clipped Gradient Methods for Nonsmooth Convex Optimization under Heavy-Tailed Noise: A Refined Analysis
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#503
Why Low-Precision Transformer Training Fails: An Analysis on Flash Attention
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Blog Track Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#504
The 99% Success Paradox: When Near-Perfect Retrieval Equals Random Selection
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#505
WSVD: Weighted Low-Rank Approximation for Fast and Efficient Execution of Low-Precision Vision-Language Models
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#506
Translate Policy to Language: Flow Matching Generated Rewards for LLM Explanations
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#507
Programming by Backprop: An Instruction is Worth 100 Examples When Finetuning LLMs
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#508
Text summarization via global structure awareness
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#509
Reasoning Models Can be Accurately Pruned Via Chain-of-Thought Reconstruction
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#510
Boosting Entropy with Bell Box Quantization
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#511
Stochastic Self-Organization in Multi-Agent Systems
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#512
Making, Not Taking, the Best of N
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#513
Universal Model Routing for Efficient LLM Inference
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#514
GPG: A Simple and Strong Reinforcement Learning Baseline for Model Reasoning
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#515
Pre-training under infinite compute
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#516
RECON: Robust symmetry discovery via Explicit Canonical Orientation Normalization
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#517
Contextual Similarity Distillation: Ensemble Uncertainties with a Single Model
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#518
Inconsistency Biases in Dynamic Data Pruning
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#519
Hierarchy Decoding: A Training-free Parallel Decoding Strategy for Diffusion Large Language Models
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#520
Improving Block-Wise LLM Quantization by 4-bit Block-Wise Optimal Float (BOF4): Analysis and Variations
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#521
How Learning Rate Decay Wastes Your Best Data in Curriculum-Based LLM Pretraining
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#522
Understanding the Mixture-of-Experts with Nadaraya-Watson Kernel
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#523
WSM: Decay-Free Learning Rate Schedule via Checkpoint Merging for LLM Pre-training
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#524
LoRA-Mixer: Coordinate Modular LoRA Experts Through Serial Attention Routing
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#525
TS$^2$: Training with Sparsemax+, Testing with Softmax for Accurate and Diverse LLM Fine-Tuning
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#526
Learning Global Hypothesis Space for Enhancing Synergistic Reasoning Chain
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#626
Exposing Mixture and Annotating Confusion for Active Universal Test-Time Adaptation
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#625
CFT-RAG: An Entity Tree Based Retrieval Augmented Generation Algorithm With Cuckoo Filter
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#624
Mini-cluster Guided Long-tailed Deep Clustering
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#708
Agentic Context Engineering: Evolving Contexts for Self-Improving Language Models
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#623
Efficient Resource-Constrained Training of Transformers via Subspace Optimization
[
Poster]
[
OpenReview]
Journal Track Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#622
FlashAttention on a Napkin: A Diagrammatic Approach to Deep Learning IO-Awareness
[
Poster]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#620
Multi-Head Low-Rank Attention
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#618
IA2: Alignment with ICL Activations improves Supervised Fine-Tuning
[
Poster]
[
OpenReview]
Journal Track Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#2004
Training Dynamics of the Cooldown Stage in Warmup-Stable-Decay Learning Rate Scheduler
[
Poster]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#616
Learned Meta-Tokens for Language Modeling
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#615
Bayesian Attention Mechanism: A Probabilistic Framework for Positional Encoding and Context Length Extrapolation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#614
FSA: An Alternative Efficient Implementation of Native Sparse Attention Kernel
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#613
Frayed RoPE and Long Inputs: A Geometric Perspective
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#612
LookaheadKV: Fast and Accurate KV Cache Eviction by Glimpsing into the Future without Generation
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#611
ReST-KV: Robust KV Cache Eviction with Layer-wise Output Reconstruction and Spatial-Temporal Smoothing
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#610
Frequency Bands in RoPE: Base Frequency and Context Length Shape the Interpolation–Extrapolation Trade-off
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#609
Massive Memorization with Hundreds of Trillions of Parameters for Sequential Transducer Generative Recommenders
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#608
CARE: Covariance-Aware and Rank-Enhanced Decomposition for Enabling Multi-Head Latent Attention
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#607
Beyond Real: Imaginary Extension of Rotary Position Embeddings for Long-Context LLMs
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#606
DPad: Efficient Diffusion Language Models with Suffix Dropout
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#605
GoR: A Unified and Extensible Generative Framework for Ordinal Regression
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#604
MesaNet: Sequence Modeling by Locally Optimal Test-Time Training
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#603
Expert Divergence Learning for MoE-based Language Models
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#602
Flatter Tokens are More Valuable for Speculative Draft Model Training
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#601
FAST‑DIPS: Adjoint‑Free Analytic Steps and Hard‑Constrained Likelihood Correction for Diffusion‑Prior Inverse Problems
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#701
Partition Generative Modeling: Masked Modeling Without Masks
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#702
NeRV-Diffusion: Diffuse Implicit Neural Representation for Video Synthesis
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#703
Semantic-aware Wasserstein Policy Regularization for Large Language Model Alignment
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#704
Continuous Chain of Thought Enables Parallel Exploration and Reasoning
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#705
Measurement Score-Based Diffusion Model
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#706
LoRAGen: Structure-Aware Weight Space Learning for LoRA Generation
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#707
PASER: Post-Training Data Selection for Efficient Pruned Large Language Model Recovery
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#709
Avey-B
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#710
Locality-aware Parallel Decoding for Efficient Autoregressive Image Generation
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#711
Entering the Era of Discrete Diffusion Models: A Benchmark for Schrödinger Bridges and Entropic Optimal Transport
[
Slides]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#712
Optimal Sparsity of Mixture-of-Experts Language Models for Reasoning Tasks
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#713
VSF: Simple, Efficient, and Effective Negative Guidance in Few-Step Image Generation Models By Value Sign Flip
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#714
CR-Net: Scaling Parameter-Efficient Training with Cross-Layer Low-Rank Structure
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#715
InftyThink: Breaking the Length Limits of Long-Context Reasoning in Large Language Models
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#716
WeTok: Powerful Discrete Tokenization for High-Fidelity Visual Reconstruction
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#717
Retrospective Sparse Attention for Efficient Long-Context Generation
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#718
BézierFlow: Learning Bézier Stochastic Interpolant Schedulers for Few-Step Generation
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#719
Mitigating Semantic Collapse in Generative Personalization with Test-Time Embedding Adjustment
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#720
STEER AWAY FROM MODE COLLISIONS: IMPROVING COMPOSITION IN DIFFUSION MODELS
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#721
wd1: Weighted Policy Optimization for Reasoning in Diffusion Language Models
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#722
A Probabilistic Hard Concept Bottleneck for Steerable Generative Models
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#723
Continuously Augmented Discrete Diffusion model for Categorical Generative Modeling
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#724
Uni-X: Mitigating Modality Conflict with a Two-End-Separated Architecture for Unified Multimodal Models
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#725
Interaction Field Matching: Overcoming Limitations of Electrostatic Models
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#726
Harpoon: Generalised Manifold Guidance for Conditional Tabular Diffusion
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#826
HOG-Diff: Higher-Order Guided Diffusion for Graph Generation
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#825
MergePRAG: Orthogonal Merging of Passage-experts for Multi-hop Parametric RAG
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#824
Video-GPT via Next Clip Diffusion
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#823
Contrastive Diffusion Guidance for Spatial Inverse Problems
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#822
Value Matching: Scalable and Gradient-Free Reward-Guided Flow Adaptation
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#821
LouisKV: Efficient KV Cache Retrieval for Long Input-Output Sequences
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#820
Topological Flow Matching
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#819
Bures-Wasserstein Flow Matching for Graph Generation
[
Slides]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#818
Boomerang Distillation Enables Zero-Shot Model Size Interpolation
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#817
Once-More: Continuous Self-Correction for Large Language Models via Perplexity-Guided Intervention
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#816
Diffusion & Adversarial Schrödinger Bridges via Iterative Proportional Markovian Fitting
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#815
Not All Models Suit Expert Offloading: On Local Routing Consistency of Mixture-of-Expert Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#2007
VFScale: Intrinsic Reasoning through Verifier-Free Test-time Scalable Diffusion Model
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#814
A Unification of Discrete, Gaussian, and Simplicial Diffusion
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#813
ParoQuant: Pairwise Rotation Quantization for Efficient Reasoning LLM Inference
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#811
TopoFormer: Topology Meets Attention for Graph Learning
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#810
LogicXGNN: Grounded Logical Rules for Explaining Graph Neural Networks
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#809
GNN-as-Judge: Unleashing the Power of LLMs for Graph Learning with GNN Feedback
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#808
DHG-Bench: A Comprehensive Benchmark for Deep Hypergraph Learning
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#807
UrbanGraph: Physics-Informed Spatio-Temporal Dynamic Heterogeneous Graphs for Urban Microclimate Prediction
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#806
gLSTM: Mitigating Over-Squashing by Increasing Storage Capacity
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#805
Directed Semi-Simplicial Learning with Applications to Brain Activity Decoding
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#804
On the trade-off between expressivity and privacy in graph representation learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#803
Topology of Reasoning: Retrieved Cell Complex-Augmented Generation for Textual Graph Question Answering
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#802
Minimax Sample Complexity of Graph Neural Networks: Lower Bounds and Structural Effects
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#801
ATEX-CF: Attack-Informed Counterfactual Explanations for Graph Neural Networks
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#901
G-Merging: Graph Models Merging for Parameter-Efficient Multi-Task Knowledge Consolidation
[
Slides]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#902
EvA: Evolutionary Attacks on Graphs
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#903
Bridging Input Feature Spaces Towards Graph Foundation Models
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#904
Can You Hear Me Now? A Benchmark for Long-Range Graph Propagation
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#905
LEAP: Local ECT-Based Learnable Positional Encodings for Graphs
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#906
Gelato: Graph Edit Distance via Autoregressive Neural Combinatorial Optimization
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#907
Rapid Training of Hamiltonian Graph Networks Using Random Features
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#908
Breaking Gradient Temporal Collinearity for Robust Spiking Neural Networks
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1221
GraphShield: Graph-Theoretic Modeling of Network-Level Dynamics for Robust Jailbreak Detection
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#909
Jailbreaking the Matrix: Nullspace Steering for Controlled Model Subversion
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#910
Mitigating Spurious Correlation via Distributionally Robust Learning with Hierarchical Ambiguity Sets
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#911
Improving Black-Box Generative Attacks via Generator Semantic Consistency
[
Slides]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#912
Robust Adversarial Attacks Against Unknown Disturbance via Inverse Gradient Sample
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#913
Towards Self-Robust LLMs: Intrinsic Prompt Noise Resistance via CoIPO
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#914
Fine-Grained Class-Conditional Distribution Balancing for Debiased Learning
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#915
Zero-Sacrifice Persistent-Robustness Adversarial Defense for Pre-Trained Encoders
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#916
TRACEDET: HALLUCINATION DETECTION FROM THE DECODING TRACE OF DIFFUSION LARGE LANGUAGE MODELS
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#917
When and Where to Reset Matters for Long-Term Test-Time Adaptation
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#918
A Benchmark for Deep Information Synthesis
[
OpenReview]
Blog Track Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#919
The Adversarial Conditioning Paradox: Why Attacked Inputs Are More Stable, Not Less
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#920
Understanding the Role of Training Data in Test-Time Scaling
[
Slides]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#921
Scaling Laws and Spectra of Shallow Neural Networks in the Feature Learning Regime
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#922
Softmax Transformers are Turing-Complete
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#923
The Softmax Bottleneck Does Not Limit the Probabilities of the Most Likely Tokens
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#924
Saddle-To-Saddle Dynamics in Deep ReLU Networks: Low-Rank Bias in the First Saddle Escape
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#925
Decoupling Dynamical Richness from Representation Learning: Towards Practical Measurement
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#926
Scaling with Collapse: Efficient and Predictable Training of LLM Families
[
Poster]
[
OpenReview]
Journal Track Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1026
On the Ability of Deep Networks to Learn Symmetries from Data – A Neural Kernel Theory
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1025
Reusing Pre-Training Data at Test Time is a Compute Multiplier
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1024
STaMP: Sequence Transformation and Mixed Precision for Low-Precision Activation Quantization
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1023
SUIT: Knowledge Editing with Subspace-Aware Key-Value Mappings
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1022
Random Label Prediction Heads for Studying Memorization in Deep Neural Networks
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1021
SPECS: Decoupling Multimodal Learning via Self-distilled Preference-based Cold Start
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1020
SERQ: Saliency-Aware Low-Rank Error Reconstruction for LLM Quantization
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1019
FedDAG: Clustered Federated Learning via Global Data and Gradient Integration for Heterogeneous Environments
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1018
Escaping the Homophily Trap: A Threshold-free Graph Outlier Detection Framework via Clustering-guided Edge Reweighting
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1017
Detecting Data Contamination in LLMs via In-Context Learning
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1016
FlexHiNM-GP: Flexible Hierarchical Pruning via Region Allocation and Channel Permutation
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1015
DISCO: Diversifying Sample Condensation for Efficient Model Evaluation
[
Slides]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1014
Distilling to Hybrid Attention Models via KL-Guided Layer Selection
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1013
Enhancing Instruction Following of LLMs via Activation Steering with Dynamic Rejection
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1012
The Pensieve Paradigm: Stateful Language Models Mastering Their Own Context
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1011
UniOD: A Universal Model for Outlier Detection across Diverse Domains
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1010
Light Differentiable Logic Gate Networks
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1009
Deep Learning with Learnable Product-Structured Activations
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1008
Continual Low-Rank Adapters for LLM-based Generative Recommender Systems
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1007
SparseEval: Efficient Evaluation of Large Language Models by Sparse Optimization
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1006
MASS: MoErging through Adaptive Subspace Selection
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1005
Bridging Explainability and Embeddings: BEE Aware of Spuriousness
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1004
Deploying Models to Non-participating Clients in Federated Learning without Fine-tuning: A Hypernetwork-based Approach
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Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1502
Context Learning for Multi-Agent Discussion
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Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1002
AMiD: Knowledge Distillation for LLMs with $\alpha$-mixture Assistant Distribution
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Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1001
Beyond Linear Processing: Dendritic Bilinear Integration in Spiking Neural Networks
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Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1101
VoG: Enhancing LLM Reasoning through Stepwise Verification on Knowledge Graphs
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Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1102
Learning residue level protein dynamics with multiscale Gaussians
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1103
FragFM: Hierarchical Framework for Efficient Molecule Generation via Fragment-Level Discrete Flow Matching
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1104
CatalystBench: A Comprehensive Multi-Task Benchmark for Advancing Language Models in Catalysis Science
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Slides]
[
Poster]
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1105
mCLM: A Modular Chemical Language Model that Generates Functional and Makeable Molecules
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1106
Property-Driven Protein Inverse Folding with Multi-Objective Preference Alignment
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Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1107
Leveraging Discrete Function Decomposability for Scientific Design
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Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1108
MoMa: A Simple Modular Learning Framework for Material Property Prediction
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Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1110
h-MINT: Modeling Pocket-Ligand Binding with Hierarchical Molecular Interaction Network
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1111
Exploring Synthesizable Chemical Space with Iterative Pathway Refinements
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Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1112
KGOT: Unified Knowledge Graph and Optimal Transport Pseudo-Labeling for Molecule-Protein Interaction Prediction
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Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1113
Enhancing Molecular Property Predictions by Learning from Bond Modelling and Interactions
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Poster]
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1114
Fast and Interpretable Protein Substructure Alignment via Optimal Transport
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1115
BioBO: Biology-informed Bayesian Optimization for Perturbation Design
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1116
SubDyve: Subgraph-Driven Dynamic Propagation for Virtual Screening Enhancement Controlling False Positive
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1117
OXtal: An All-Atom Diffusion Model for Organic Crystal Structure Prediction
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1118
MolEditRL: Structure-Preserving Molecular Editing via Discrete Diffusion and Reinforcement Learning
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Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#2003
Reinforcement Learning Fine-Tuning Enhances Activation Intensity and Diversity in the Internal Circuitry of LLMs
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Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1119
TetraGT: Tetrahedral Geometry-Driven Explicit Token Interactions with Graph Transformer for Molecular Representation Learning
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Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1120
Learning Collective Variables from BioEmu with Time-Lagged Generation
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Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1121
RainPro-8: An Efficient Deep Learning Model to Estimate Rainfall Probabilities Over 8 Hours
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Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1122
Station2Radar: Query‑Conditioned Gaussian Splatting for Precipitation Field
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Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1123
Improving Extreme Wind Prediction with Frequency-Informed Learning
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Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1124
DeepPrim: a Physics-Driven 3D Short-term Weather Forecaster via Primitive Equation Learning
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Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1125
Towards Sustainable Investment Policies Informed by Opponent Shaping
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1126
BoreaRL: A Multi-Objective Reinforcement Learning Environment for Climate-Adaptive Boreal Forest Management
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Slides]
[
Poster]
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1226
Extending Sequence Length is Not All You Need: Effective Integration of Multimodal Signals for Gene Expression Prediction
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Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1225
CAPSUL: A Comprehensive Human Protein Benchmark for Subcellular Localization
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Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1224
Controlling Repetition in Protein Language Models
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1223
PathChat-SegR1: Reasoning Segmentation in Pathology via SO-GRPO
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Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1222
Automatic and Structure-Aware Sparsification of Hybrid Neural ODEs with Application to Glucose Prediction
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Slides]
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Poster]
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1220
Improving Long-Range Interactions in Graph Neural Simulators via Hamiltonian Dynamics
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Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1219
FlowSymm: Physics–Aware, Symmetry–Preserving Graph Attention for Network Flow Completion
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1218
Riesz Neural Operator for Solving Partial Differential Equations
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1217
Accelerating Inference for Multilayer Neural Networks with Quantum Computers
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Poster]
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1216
Spectral-guided Physical Dynamics Distillation
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Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1215
Beyond Structure: Invariant Crystal Property Prediction with Pseudo-Particle Ray Diffraction
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Slides]
[
Poster]
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1214
Adaptive Mamba Neural Operators
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1213
P3D: Highly Scalable 3D Neural Surrogates for Physics Simulations with Global Context
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Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1212
ViPRA: Video Prediction for Robot Actions
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1211
REI-Bench: Can Embodied Agents Understand Vague Human Instructions in Task Planning?
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Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1210
Plan-R1: Safe and Feasible Trajectory Planning as Language Modeling
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1209
Robotic Manipulation by Imitating Generated Videos Without Physical Demonstrations
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Poster]
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1208
OmniEVA: Embodied Versatile Planner via Task-Adaptive 3D-Grounded and Embodiment-aware Reasoning
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Poster]
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1207
ResWorld: Temporal Residual World Model for End-to-End Autonomous Driving
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Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1206
Embodied Navigation Foundation Model
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Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1205
FASTer: Toward Powerful and Efficient Autoregressive Vision–Language–Action Models with Learnable Action Tokenizer and Block-wise Decoding
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1204
From Spatial to Actions: Grounding Vision-Language-Action Model in Spatial Foundation Priors
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Poster]
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1203
Sparse Imagination for Efficient Visual World Model Planning
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Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1202
EquAct: An SE(3)-Equivariant Multi-Task Transformer for 3D Robotic Manipulation
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Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1201
CoNavBench: Collaborative Long-Horizon Vision-Language Navigation Benchmark
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Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#422
Time Optimal Execution of Action Chunk Policies Beyond Demonstration Speed
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Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1301
ARTDECO: Toward High-Fidelity On-the-Fly Reconstruction with Hierarchical Gaussian Structure and Feed-Forward Guidance
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Slides]
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Poster]
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1302
Policy Contrastive Decoding for Robotic Foundation Models
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Slides]
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Poster]
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1303
AsyncBEV: Cross-modal flow alignment in Asynchronous 3D Object Detection
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Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1304
UrbanVerse: Scaling Urban Simulation by Watching City-Tour Videos
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Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1305
EgoDex: Learning Dexterous Manipulation from Large-Scale Egocentric Video
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Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1306
Off-Policy Safe Reinforcement Learning with Cost-Constrained Optimistic Exploration
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Poster]
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1307
Disentangled Robot Learning via Separate Forward and Inverse Dynamics Pretraining
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Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1308
When a Robot is More Capable than a Human: Learning from Constrained Demonstrators
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1309
DemoGrasp: Universal Dexterous Grasping from a Single Demonstration
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Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1310
DexNDM: Closing the Reality Gap for Dexterous In-Hand Rotation via Joint-Wise Neural Dynamics Model
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1311
Master Skill Learning with Policy-Grounded Synergy of LLM-based Reward Shaping and Exploring
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Slides]
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Poster]
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1312
From Seeing to Experiencing: Scaling Navigation Foundation Models with Reinforcement Learning
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Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1313
Online time series prediction using feature adjustment
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1314
Latent-to-Data Cascaded Diffusion Models for Unconditional Time Series Generation
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Slides]
[
Poster]
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#112
When would Vision-Proprioception Policies Fail in Robotic Manipulation?
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Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1316
Language in the Flow of Time: Time-Series-Paired Texts Weaved into a Unified Temporal Narrative
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Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1317
Rating Quality of Diverse Time Series Data by Meta-learning from LLM Judgment
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Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1318
MixLinear: Extreme Low Resource Multivariate Time Series Forecasting with $0.1K$ Parameters
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Poster]
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1319
EMBridge: Enhancing Gesture Generalization from EMG Signals Through Cross-modal Representation Learning
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Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1320
TSPulse: Tiny Pre-Trained Models with Disentangled Representations for Rapid Time-Series Analysis
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1321
Long-range Modeling and Processing of Multimodal Event Sequences
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Poster]
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1322
Characteristic Root Analysis and Regularization for Linear Time Series Forecasting
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Slides]
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Poster]
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1323
T1: One-to-One Channel-Head Binding for Multivariate Time-Series Imputation
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Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1324
PINFDiT: Energy-Based Physics-Informed Diffusion Transformers for General-purpose Time Series Tasks
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Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1325
TimeRecipe: A Time-Series Forecasting Recipe via Benchmarking Module Level Effectiveness
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1326
Understanding the Implicit Biases of Design Choices for Time Series Foundation Models
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Slides]
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Poster]
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1426
SciTS: Scientific Time Series Understanding and Generation with LLMs
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Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1425
Numerion: A Multi-Hypercomplex Model for Time Series Forecasting
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Poster]
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1424
Learning linear state-space models with sparse system matrices
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Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1423
Seq vs Seq: An Open Suite of Paired Encoders and Decoders
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1422
MAPSS: Manifold-based Assessment of Perceptual Source Separation
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1421
Estimating Semantic Alphabet Size for LLM Uncertainty Quantification
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1506
TrimR: Verifier-based Training-Free Thinking Trimming for Efficient Test-Time Scaling
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Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1420
FrugalRAG: Less is More in RL Finetuning for Multi-hop Question Answering
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Slides]
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Poster]
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1419
R4: Nested Reasoning-Retrieval for Reward Modeling in Role-Playing Agents
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Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1418
Diagnosing and Remedying Knowledge Deficiencies in LLMs via Label-free Curricular Meaningful Learning
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Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1417
Transducing Language Models
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1416
Calibrating Verbalized Confidence with Self-Generated Distractors
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Slides]
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Poster]
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1415
CLARC: C/C++ Benchmark for Robust Code Search
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Slides]
[
Poster]
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1414
Learning Hierarchical and Geometry-Aware Graph Representations for Text-to-CAD
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Slides]
[
Poster]
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1413
LinearRAG: Linear Graph Retrieval Augmented Generation on Large-scale Corpora
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Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1412
When to Ensemble: Identifying Token-Level Points for Stable and Fast LLM Ensembling
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Slides]
[
Poster]
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1411
Verification and Co-Alignment via Heterogeneous Consistency for Preference-Aligned LLM Annotations
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Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1410
ReasoningBank: Scaling Agent Self-Evolving with Reasoning Memory
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1409
RE-PO: Robust Enhanced Policy Optimization as a General Framework for LLM Alignment
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Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1408
Generative Adversarial Reasoner: Enhancing LLM Reasoning with Adversarial Reinforcement Learning
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Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1407
SimpleToM: Exposing the Gap between Explicit ToM Inference and Implicit ToM Application in LLMs
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1406
Measuring LLM Novelty As The Frontier Of Original And High-Quality Output
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Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1405
MobiEdit: Resource-efficient Knowledge Editing for Personalized On-device LLMs
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Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1404
On the Shelf Life of Fine-Tuned LLM-Judges: Future-Proofing, Backward-Compatibility, and Question Generalization
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1403
Evoking User Memory: Personalizing LLM via Recollection-Familiarity Adaptive Retrieval
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1402
SpeechOp: Inference-Time Task Composition for Generative Speech Processing
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1401
Closing the Gap Between Text and Speech Understanding in LLMs
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1501
Bounds of Chain-of-Thought Robustness: Reasoning Steps, Embed Norms, and Beyond
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1503
Beyond RAG vs. Long-Context: Learning Distraction-Aware Retrieval for Efficient Knowledge Grounding
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1504
GradPruner: Gradient-guided Layer Pruning Enabling Efficient Fine-Tuning and Inference for LLMs
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1505
AgentGym-RL: An Open-Source Framework to Train LLM Agents for Long-Horizon Decision Making via Multi-Turn RL
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Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1507
ReTabAD: A Benchmark for Restoring Semantic Context in Tabular Anomaly Detection
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Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1508
UALM: Unified Audio Language Model for Understanding, Generation and Reasoning
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Slides]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1509
STAR-Bench: Probing Deep Spatio-Temporal Reasoning as Audio 4D Intelligence
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Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1510
FictionalQA: A Dataset for Studying Memorization and Knowledge Acquisition
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Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1511
mR3: Multilingual Rubric-Agnostic Reward Reasoning Models
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Slides]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1512
DMAP: A Distribution Map for Text
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1513
A Balanced Neuro-Symbolic Approach for Commonsense Abductive Logic
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Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1514
WearVox: An Egocentric Multichannel Voice Assistant Benchmark for Wearables
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Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1515
DeepTRACE: Auditing Deep Research AI Systems for Tracking Reliability Across Citations and Evidence
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1516
Generalizable End-to-End Tool-Use RL with Synthetic CodeGym
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1517
WideSearch: Benchmarking Agentic Broad Info-Seeking
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1518
MCIF: Multimodal Crosslingual Instruction-Following Benchmark from Scientific Talks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1519
VowelPrompt: Hearing Speech Emotions from Text via Vowel-level Prosodic Augmentation
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1520
RLBFF: Binary Flexible Feedback to bridge between Human Feedback & Verifiable Rewards
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1521
LLM2Fx-Tools: Tool Calling for Music Post-Production
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1522
COMI: Coarse-to-fine Context Compression via Marginal Information Gain
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1523
PerFit: Exploring Personalization Shifts in Representation Space of LLMs
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1524
ROGA: Scaling Generalist Agents for Office Productivity Tasks via Tool Generation
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1525
Mode-conditioning unlocks superior test-time compute scaling
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1526
BTZSC: A Benchmark for Zero-Shot Text Classification Across Cross-Encoders, Embedding Models, and Rerankers
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#308
Expert Merging in Sparse Mixture of Experts with Nash Bargaining
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1626
PixelCraft: A Multi-Agent system for High-Fidelity Visual Reasoning on Structured Images
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1624
EmoPrefer: Can Large Language Models Understand Human Emotion Preferences?
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1623
Scaling Up, Speeding Up: A Benchmark of Speculative Decoding for Efficient LLM Test-Time Scaling
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1622
Cite Pretrain: Retrieval-Free Knowledge Attribution for Large Language Models
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1621
Dual-objective Language Models: Training Efficiency Without Overfitting
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1620
Analytica: Soft Propositional Reasoning for Robust and Scalable LLM-Driven Analysis
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1619
From Static Benchmarks to Dynamic Protocol: Agent-Centric Text Anomaly Detection for Evaluating LLM Reasoning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1618
Enhancing LLMs for Knowledge Base Question Answering by Chain-of-Decomposition
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1617
ReIn: Conversational Error Recovery with Reasoning Inception
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#621
Accelerating Eigenvalue Dataset Generation via Chebyshev Subspace Filter
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1616
Paper2Code: Automating Code Generation from Scientific Papers in Machine Learning
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1615
Diverse Text Decoding via Iterative Reweighting
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1614
CogniLoad: A Synthetic Natural Language Reasoning Benchmark With Tunable Length, Intrinsic Difficulty, and Distractor Density
[
Slides]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1613
Coupled Transformer Autoencoder for Disentangling Multi-Region Neural Latent Dynamics
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1612
CodeBrain: Bridging Decoupled Tokenizer and Multi-Scale Architecture for EEG Foundation Model
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1611
A Biologically Plausible Dense Associative Memory with Exponential Capacity
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1610
Disentangling the Factors of Convergence between Brains and DINOv3
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1609
Neural Synchrony Between Socially Interacting Language Models
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1608
TAVAE: A VAE with Adaptable Priors Explains Contextual Modulation in the Visual Cortex
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1607
Pretraining with Re-parametrized Self-Attention: Unlocking Generalizationin SNN-Based Neural Decoding Across Time, Brains, and Tasks
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1606
Bound by semanticity: universal laws governing the generalization-identification tradeoff
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1605
Many Eyes, One Mind: Temporal Multi-Perspective and Progressive Distillation for Spiking Neural Networks
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1604
When Language Models Lose Their Mind: The Consequences of Brain Misalignment
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1603
From Five Dimensions to Many: Large Language Models as Precise and Interpretable Psychological Profilers
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1602
Shoot First, Ask Questions Later? Building Rational Agents that Explore and Act Like People
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1601
Assembling the Mind's Mosaic: Towards EEG Semantic Intent Decoding
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1701
Spiking Discrepancy Transformer for Point Cloud Analysis
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1702
Advancing Spatiotemporal Representations in Spiking Neural Networks via Parametric Invertible Transformation
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1703
AlphaSAGE: Structure-Aware Alpha Mining via GFlowNets for Robust Exploration
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1704
Robust Equation Structure Learning with Adaptive Refinement
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1705
Local Success Does Not Compose: Benchmarking Large Language Models for Compositional Formal Verification
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1706
Urban Socio-Semantic Segmentation with Vision-Language Reasoning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1707
MetaMuse: Algorithm Generation via Creative Ideation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1708
CrossPL: Systematic Evaluation of Large Language Models for Cross Programming Language Interoperating Code Generation
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1709
HackWorld: Evaluating Computer-Use Agents on Exploiting Web Application Vulnerabilities
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1710
Towards Faithful Reasoning in Remote Sensing: A Perceptually-Grounded GeoSpatial Chain-of-Thought for Vision-Language Models
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1711
Discrete Diffusion for Bundle Construction
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1109
Visual Compositional Tuning
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1712
SportR: A Benchmark for Multimodal Large Language Model Reasoning in Sports
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1713
EvolProver: Advancing Automated theorem proving by Evolving Formalized Problems via Symmetry and Difficulty
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1714
HiVid: LLM-Guided Video Saliency For Content-Aware VOD And Live Streaming
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1715
Automatic Stage Lighting Control: Is it a Rule-Driven Process or Generative Task?
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1716
LLEMA: Evolutionary Search with LLMs for Multi-Objective Materials Discovery
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1717
OSIRIS: Bridging Analog Circuit Design and Machine Learning with Scalable Dataset Generation
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1718
Neural Theorem Proving for Verification Conditions: A Real-World Benchmark
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1719
Multi-LCB: Extending LiveCodeBench to Multiple Programming Languages
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1720
Aurelius: Relation Aware Text-to-Audio Generation At Scale
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1721
Error Notebook-Guided, Training-Free Part Retrieval in 3D CAD Assemblies via Vision-Language Models
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1722
AdPO: Enhancing the Adversarial Robustness of Large Vision-Language Models with Preference Optimization
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1723
Improving Code Localization with Repository Memory
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1724
HATSolver: Learning Gröbner Bases with Hierarchical Attention Transformers
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1824
WavefrontDiffusion: Dynamic Decoding Schedule for Improved Reasoning
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1823
FATE: A Formal Benchmark Series for Frontier Algebra of Multiple Difficulty Levels
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1822
Bridging Piano Transcription and Rendering via Disentangled Score Content and Style
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1821
Automated Formalization via Conceptual Retrieval-Augmented LLMs
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1820
Learning More with Less: A Dynamic Dual-Level Down-Sampling Framework for Efficient Policy Optimization
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1819
Critical Confabulation: Can LLMs Hallucinate for Social Good?
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1818
How Far Are LLMs from Professional Poker Players? Revisiting Game-Theoretic Reasoning with Agentic Tool Use
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1817
The CoT Encyclopedia: Analyzing, Predicting, and Controlling how a Reasoning Model will Think
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1816
Any-Order Flexible Length Masked Diffusion
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1815
Kimi-Dev: Agentless Training as Skill Prior for SWE-agents
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1814
FedMC: Federated Manifold Calibration
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1813
Nemotron-CC-Math: A 133 Billion-Token-Scale High Quality Math Pretraining Dataset
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1812
DIVA-GRPO: Enhancing Multimodal Reasoning through Difficulty-Adaptive Variant Advantage
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1811
Partial Soft-Matching Distance For Neural Representational Comparison With Partial Unit Correspondence
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1810
Neyman-Pearson Classification under Both Null and Alternative Distributions Shift
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1809
EasyCreator: Empowering 4D Creation through Video Inpainting
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1808
OmniMouse: Scaling properties of multi-modal, multi-task Brain Models on 150B Neural Tokens
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1807
On the Thinking-Language Modeling Gap in Large Language Models
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1806
SAFER: Risk-Constrained Sample-then-Filter in Large Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1805
Guaranteed Simply Connected Mesh Reconstruction from an Unorganized Point Cloud
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1804
Adaptive Domain Shift in Diffusion Models for Cross-Modality Image Translation
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1803
dParallel: Learnable Parallel Decoding for dLLMs
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1802
SAGA: Structural Aggregation Guided Alignment with Dynamic View and Neighborhood Order Selection for Multiview Graph Domain Adaptation
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1801
Geometry-aware Policy Imitation
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1901
Expressiveness of Multi-Neuron Convex Relaxations in Neural Network Certification
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1902
In-Place Test-Time Training
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1903
Sparse Attention Adaptation for Long Reasoning
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1625
Scheduling Your LLM Reinforcement Learning with Reasoning Trees
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1904
ELMUR: External Layer Memory with Update/Rewrite for Long-Horizon RL Problems
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1905
ScienceBoard: Evaluating Multimodal Autonomous Agents in Realistic Scientific Workflows
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1906
InfoScan: Information-Efficient Visual Scanning via Resource-Adaptive Walks
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1907
OFMU: OPTIMIZATION-DRIVEN FRAMEWORK FOR MACHINE UNLEARNING
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1908
EA3D: Event-Augmented 3D Diffusion for Generalizable Novel View Synthesis
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1909
Potentially Optimal Joint Actions Recognition for Cooperative Multi-Agent Reinforcement Learning
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1910
QKV Projections Require a Fraction of Their Memory
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1911
SpikeGen: Decoupled “Rods and Cones” Visual Representation Processing with Latent Generative Framework
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1912
Vision-R1: Incentivizing Reasoning Capability in Multimodal Large Language Models
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1913
Parameters vs. Context: Fine-Grained Control of Knowledge Reliance in Language Models
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1914
Math Blind: Failures in Diagram Understanding Undermine Reasoning in MLLMs
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1915
Buffer Matters: Unleashing the Power of Off-Policy Reinforcement Learning in Large Language Model Reasoning
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1916
La-Proteina: Atomistic Protein Generation via Partially Latent Flow Matching
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1917
Unlocking the Power of Co-Occurrence in CLIP: A DualPrompt-Driven Method for Training-Free Zero-Shot Multi-Label Classification
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1918
TSLM: Tree-Structured Language Modeling for Divergent Thinking
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1919
CoT-Evo: Evolutionary Distillation of Chain-of-Thought for Scientific Reasoning
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1920
DecAlign: Hierarchical Cross-Modal Alignment for Decoupled Multimodal Representation Learning
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1921
Multi-Synaptic Cooperation: A Bio-Inspired Framework for Robust and Scalable Continual Learning
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1922
P2P: Automated Paper-to-Poster Generation and Fine-Grained Benchmark
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1923
MC-Search: Evaluating and Enhancing Multimodal Agentic Search with Structured Long Reasoning Chains
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1924
AgentFold: Long-Horizon Web Agents with Proactive Context Folding
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#2024
Prosperity before Collapse: How Far Can Off-Policy RL Reach with Stale Data on LLMs?
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#2023
Rethinking Code Similarity for Automated Algorithm Design with LLMs
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#2022
Adaptive Social Learning via Mode Policy Optimization for Language Agents
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#2021
Two-Layer Convolutional Autoencoders Trained on Normal Data Provably Detect Unseen Anomalies
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#2020
Do Not Let Low-Probability Tokens Over-Dominate in RL for LLMs
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#2019
SpaCE-10: A Comprehensive Benchmark for Multimodal Large Language Models in Compositional Spatial Intelligence
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#2018
Flow Map Learning Via Non-Gradient Vector Flow
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#2016
Astra: General Interactive World Model with Autoregressive Denoising
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#2015
Understanding and Improving Continuous LLM Adversarial Training via In-context Learning Theory
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#2014
SPIRAL: Self-Play on Zero-Sum Games Incentivizes Reasoning via Multi-Agent Multi-Turn Reinforcement Learning
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#2013
Almost Bayesian: Dynamics of SGD Through Singular Learning Theory
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#2012
Lookahead Tree-Based Rollouts for Enhanced Trajectory-Level Exploration in Reinforcement Learning with Verifiable Rewards
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#2011
Computer Agent Arena: Toward Human-Centric Evaluation and Analysis of Computer-Use Agents
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#2010
IV-Bench: A Benchmark for Image-Grounded Video Perception and Reasoning in Multimodal LLMs
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Poster]
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#2009
Adaptive Thinking: Large Language Models Know When to Think in Latent Space
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#2008
AlphaSteer: Learning Refusal Steering with Principled Null-Space Constraint
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#2006
GPT4Scene: Understand 3D Scenes from Videos with Vision-Language Models
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OpenReview]
Blog Track Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#2005
Why AI Evaluations Need Error Bars
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OpenReview]
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