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Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#101
Adjusting Prediction Model Through Wasserstein Geodesic for Causal Inference
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#102
Coarse-to-Fine Learning of Dynamic Causal Structures
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#103
Structure Learning from Time-Series Data with Lag-Agnostic Structural Prior
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#104
Statistical and structural identifiability in representation learning
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#105
On Measuring Influence in Avoiding Undesired Future
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#106
Designing Time Series Experiments in A/B Testing with Transformer Reinforcement Learning
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#107
An Orthogonal Learner for Individualized Outcomes in Markov Decision Processes
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#108
TCD-Arena: Assessing Robustness of Time Series Causal Discovery Methods Against Assumption Violations
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#109
Direct Doubly Robust Estimation of Conditional Quantile Contrasts
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#110
Overlap-weighted orthogonal meta-learner for treatment effect estimation over time
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#111
Token-Efficient Item Representation via Images for LLM Recommender Systems
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#112
Lossy Common Information in a Learnable Gray-Wyner Network
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#113
Learning is Forgetting; LLM Training As Lossy Compression
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#114
DiffSDA: Unsupervised Diffusion Sequential Disentanglement Across Modalities
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#115
Building Massively Multimodal Foundation Models with Interaction-aware Mixture-of-Experts
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#116
Learning to See Before Seeing: Demystifying LLM Visual Priors from Language Pre-training
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#117
$\ell_1$ Latent Distance based Continuous-time Graph Representation
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#118
An Efficient SE(p)-Invariant Transport Metric Driven by Polar Transport Discrepancy-based Representation
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#119
Latent Particle World Models: Self-supervised Object-centric Stochastic Dynamics Modeling
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#120
Decoupling Primitive with Experts: Dynamic Feature Alignment for Compositional Zero-Shot Learning
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#121
Why Prototypes Collapse: Diagnosing and Preventing Partial Collapse in Prototypical Self-Supervised Learning
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#122
SiNGER: A Clearer Voice Distills Vision Transformers Further
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#123
Entropy-Based Block Pruning for Efficient Large Language Models
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#124
Domain Expansion: A Latent Space Construction Framework for Multi-Task Learning
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#224
Why We Need New Benchmarks for Local Intrinsic Dimension Estimation
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#223
Polynomial, trigonometric, and tropical activations
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#222
LORE: Jointly Learning The Intrinsic Dimensionality and Relative Similarity Structure from Ordinal Data
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#221
WAVE: Learning Unified & Versatile Audio-Visual Embeddings with Multimodal LLM
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1910
Compositional-ARC: Assessing Systematic Generalization in Abstract Spatial Reasoning
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#220
Unsupervised Representation Learning - an Invariant Risk Minimization Perspective
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#219
Locality-Attending Vision Transformer
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#218
Unified and Efficient Multi-view Clustering from Probabilistic Perspective
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#217
Contrastive Predictive Coding Done Right for Mutual Information Estimation
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#216
GAPrune: Gradient-Alignment Pruning for Domain-Aware Embeddings
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#215
StyliTruth : Unlocking Stylized yet Truthful LLM Generation via Disentangled Steering
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#214
Learning Explicit Single-Cell Dynamics Using ODE Representations
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#213
A Single Architecture for Representing Invariance Under Any Space Group
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#212
Multi-View Encoders for Performance Prediction in LLM-Based Agentic Workflows
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#211
DeepFRC: An End-to-End Deep Learning Model for Functional Registration and Classification
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#210
Learning a distance measure from the information-estimation geometry of data
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#209
Beyond Text-Only: Towards Multimodal Table Retrieval in Open-World
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#208
The Lie of the Average: How Class Incremental Learning Evaluation Deceives You?
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#207
Quantized Gradient Projection for Memory-Efficient Continual Learning
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#206
Knowledge Fusion of Large Language Models via Modular SkillPacks
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#205
NEO — No-Optimization Test-Time Adaptation through Latent Re-Centering
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#204
Minimax-Optimal Aggregation for Density Ratio Estimation
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#203
Navigating the Accuracy-Size Trade-Off with Flexible Model Merging
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#202
How NOT to benchmark your SITE metric: Beyond Static Leaderboards and Towards Realistic Evaluation.
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#201
VITA: Zero-Shot Value Functions via Test-Time Adaptation of Vision–Language Models
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#301
Following the Navigation: Enhancing Small Language Models Contextual Reasoning with LLM Guidance
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#302
Discrete Guidance Matching: Exact Guidance for Discrete Flow Matching
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#303
TRACED: Transition-aware Regret Approximation with Co-learnability for Environment Design
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#304
One-Prompt Strikes Back: Sparse Mixture of Experts for Prompt-based Continual Learning
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#305
DUET: Optimizing LLM Training Data Mixtures via Noisy Feedback from Unseen, Downstream Evaluation Tasks
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#306
Out-of-Distribution Graph Models Merging
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#2003
Path Matters: Unveiling Geometric Implicit Bias via Curvature-Aware Sparse View Optimization
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#307
Two-Way Is Better Than One: Bidirectional Alignment with Cycle Consistency for Exemplar-Free Class-Incremental Learning
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#308
Prompt-Robust Vision-Language Models via Meta-Finetuning
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#309
Clustering by Denoising: Latent plug-and-play diffusion for single-cell embeddings
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#310
COMPASS: Robust Feature Conformal Prediction for Medical Segmentation Metrics
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#311
DiffBED: Scaling Bayesian Experimental Design to High-Dimensions
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#312
Neural Posterior Estimation with Latent Basis Expansions
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#313
Post-hoc Probabilistic Vision-Language Models
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#314
Compositional amortized inference for large-scale hierarchical Bayesian models
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#315
Efficient Credal Prediction through Decalibration
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#316
Conformal Prediction for Long-Tailed Classification
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#317
From Sorting Algorithms to Scalable Kernels: Bayesian Optimization in High-Dimensional Permutation Spaces
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#318
Efficient Autoregressive Inference for Transformer Probabilistic Models
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#319
DoFlow: Flow-based Generative Models for Interventional and Counterfactual Forecasting on Time Series
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Blog Post Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#320
What (and What Not) are Calibrated Probabilities Actually Useful for?
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#321
PU-BENCH: A UNIFIED BENCHMARK FOR RIGOROUS AND REPRODUCIBLE PU LEARNING
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#322
When Shift Happens - Confounding Is to Blame
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#323
Delving into Spectral Clustering with Vision-Language Representations
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#324
Do LLM Agents Know How to Ground, Recover, and Assess? Evaluating Epistemic Competence in Information-Seeking Agents
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#424
Pseudo-Non-Linear Data Augmentation: A Constrained Energy Minimization Viewpoint
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#423
Summaries as Centroids for Interpretable and Scalable Text Clustering
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#422
Task-Aware Data Selection via Proxy-Label Enhanced Distribution Matching for LLM Finetuning
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#421
SONATA: Synergistic Coreset Informed Adaptive Temporal Tensor Factorization
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#420
AstaBench: Rigorous Benchmarking of AI Agents with a Scientific Research Suite
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#419
Sharing State Between Prompts and Programs
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#418
Generalizing Linear Autoencoder Recommenders with Decoupled Expected Quadratic Loss
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#417
FRABench and UFEval: Unified Fine-grained Evaluation with Task and Aspect Generalization
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#416
LLM as an Algorithmist: Enhancing Anomaly Detectors via Programmatic Synthesis
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Blog Post Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#415
The Layered Ontology of Models, Resolving the Epistemological Crisis of AI
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#414
RADAR: Learning to Route with Asymmetry-aware Distance Representations
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#413
Combination-of-Experts with Knowledge Sharing for Cross-Task Vehicle Routing Problems
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#412
Learning to Solve Orienteering Problem with Time Windows and Variable Profits
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#411
Celo: Training Versatile Learned Optimizers on a Compute Diet
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#410
Bilevel Optimization with Lower-Level Uniform Convexity: Theory and Algorithm
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#409
LogART: Pushing the Limit of Efficient Logarithmic Post-Training Quantization
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#408
Hinge Regression Tree: A Newton Method for Oblique Regression Tree Splitting
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#407
On Smoothness Bounds for Non-Clairvoyant Scheduling with Predictions
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#406
Generative Bayesian Optimization: Generative Models as Acquisition Functions
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#405
Submodular Function Minimization with Dueling Oracle
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#404
Energy-Efficient Random Variate Generation via Compressed Lookup Tables
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#403
Constrained Decoding of Diffusion LLMs with Context-Free Grammars
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#402
Beyond Magic Words: Sharpness-Aware Prompt Evolving for Robust Large Language Models with TARE
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#401
DASH: Deterministic Attention Scheduling for High-throughput Reproducible LLM Training
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#2002
Reversible Primitive–Composition Alignment for Continual Vision–Language Learning
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#501
Proving the Limited Scalability of Centralized Distributed Optimization via a New Lower Bound Construction
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#502
Bi-LoRA: Efficient Sharpness-Aware Minimization for Fine-Tuning Large-Scale Models
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#503
HiFo-Prompt: Prompting with Hindsight and Foresight for LLM-based Automatic Heuristic Design
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#504
The Unseen Frontier: Pushing the Limits of LLM Sparsity with Surrogate-Free ADMM
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#505
RepSpec: Structural Re-parameterized Draft Model Training for Speculative Decoding
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#506
Tighter Performance Theory of FedExProx
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#507
Sobolev Gradient Ascent for Optimal Transport: Barycenter Optimization and Convergence Analysis
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#508
AdaCache: Adaptive Caching and Context Augmentation for Efficient LLM Serving
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#509
MnemoDyn: Learning Resting State Dynamics from $40$K FMRI sequences
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#510
Iterative Training of Physics-Informed Neural Networks with Fourier-enhanced Features
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#511
Sign-SGD via Parameter-Free Optimization
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#512
Stable-LoRA: Stabilizing Feature Learning of Low-Rank Adaptation
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#513
Slow-Fast Policy Optimization: Reposition-Before-Update for LLM Reasoning
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#514
SkillFactory: Self-Distillation for Learning Cognitive Behaviors
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#515
RLAP-CLIP: Continual Multimodal Learning with Prototype Adaptation and Difficulty-Aware Routing
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#516
Mixture-of-Experts Can Surpass Dense LLMs Under Strictly Equal Resource
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#517
ParaRNN: Unlocking Parallel Training of Nonlinear RNNs for Large Language Models
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#518
Equilibrium Language Models
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#519
DiaBlo: Diagonal Blocks Are Sufficient For Finetuning
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#520
Towards Understanding The Calibration Benefits of Sharpness-Aware Minimization
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#521
Beyond Multi-Token Prediction: Pretraining LLMs with Future Summaries
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#522
Toward Principled Flexible Scaling for Self-Gated Neural Activation
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#523
UNITE: Universal kNowledge Integration from Task-specific Experts
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#524
Compute-Optimal Quantization-Aware Training
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#525
LANE: Label-Aware Noise Elimination for Fine-Grained Text Classification
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#526
Intrinsic Lorentz Neural Network
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#626
Boolean Satisfiability via Imitation Learning
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#625
SAES-SVD: Self-Adaptive Suppression of Accumulated and Local Errors for SVD-based LLM Compression
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Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#624
Training-Free Loosely Speculative Decoding: Accepting Semantically Correct Drafts Beyond Exact Match
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#623
Beyond Fixed: Training-Free Variable-Length Denoising for Diffusion Large Language Models
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#622
(U)NFV: (Un)Supervised Neural Finite Volume Methods for Solving Hyperbolic PDEs
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Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#621
Dataset Color Quantization: A Training-Oriented Framework for Dataset-Level Compression
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Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#620
MoBE: Mixture-of-Basis-Experts for Compressing MoE-based LLMs
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Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#619
ARMOR: High-Performance Semi-Structured Pruning via Adaptive Matrix Factorization
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Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#618
Scaling Laws Meet Model Architecture: Toward Inference-Efficient LLMs
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#616
FreqKV: Key-Value Compression in Frequency Domain for Context Window Extension
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#615
On learning linear dynamical systems in context with attention layers
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#614
Identifying and Evaluating Inactive Heads in Pretrained LLMs
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#613
Understanding Transformers for Time Series: Rank Structure, Flow-of-ranks, and Compressibility
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#612
A State-Transition Framework for Efficient LLM Reasoning
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#611
Why Attention Patterns Exist: A Unifying Temporal Perspective Analysis
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#610
Scaling Attention via Feature Sparsity
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#609
From Collapse to Control: Understanding and Extending Context Length in Emerging Hybrid Models via Universal Position Interpolation
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Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#608
Mamba-3: Improved Sequence Modeling using State Space Principles
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#607
Smooth Reading: Bridging the Gap of Recurrent LLM to Self-Attention LLM on Long-Context Understanding
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#606
FASA: FREQUENCY-AWARE SPARSE ATTENTION
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#605
NRGPT: An Energy-based Alternative for GPT
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#604
Probing Rotary Position Embeddings through Frequency Entropy
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#603
Encoder-only Next Token Prediction
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#602
World-In-World: World Models in a Closed-Loop World
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#601
Equivariant Splitting: Self-supervised learning from incomplete data
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#701
REAP the Experts: Why Pruning Prevails for One-Shot MoE compression
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#702
Hierarchical Multi-Scale Molecular Conformer Generation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#703
Generalized Parallel Scaling with Interdependent Generations
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#704
Thinking on the Fly: Test-Time Reasoning Enhancement via Latent Thought Policy Optimization
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#705
TangoFlux: Super Fast and Faithful Text to Audio Generation with Flow Matching and Clap-Ranked Preference Optimization
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#706
Adaptive Moments are Surprisingly Effective for Plug-and-Play Diffusion Sampling
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#707
Improving Classifier-Free Guidance in Masked Diffusion: Low-Dim Theoretical Insights with High-Dim Impact
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#708
String Seed of Thought: Prompting LLMs for Distribution-Faithful and Diverse Generation
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#709
Complementing Self-Consistency with Cross-Model Disagreement for Uncertainty Quantification
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#710
Exploring the Design Space of Transition Matching
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#711
Dynamic Weight Grafting: Localizing Finetuned Factual Knowledge in Transformers
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#712
THE PATH OF LEAST RESISTANCE: GUIDING LLM REASONING TRAJECTORIES WITH PREFIX CONSENSUS
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#713
SparseD: Sparse Attention for Diffusion Language Models
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Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#714
Reformulation for Pretraining Data Augmentation
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#715
SoFlow: Solution Flow Models for One-Step Generative Modeling
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#716
Structurally Human, Semantically Biased: Detecting LLM-Generated References with Embeddings and GNNs
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#717
e3: Learning to Explore Enables Extrapolation of Test-Time Compute for LLMs
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#718
Energy-Based Transformers are Scalable Learners and Thinkers
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Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#719
DiffInk: Glyph- and Style-Aware Latent Diffusion Transformer for Text to Online Handwriting Generation
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#720
Retrieval-of-Thought: Efficient Reasoning via Reusing Thoughts
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#721
A Study of Posterior Stability in Time-Series Latent Diffusion
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#722
Pareto-Conditioned Diffusion Models for Offline Multi-Objective Optimization
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#723
The Diffusion Duality, Chapter II: $\Psi$-Samplers and Efficient Curriculum
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#724
Generative Modeling from Black-Box Corruptions via Self-Consistent Stochastic Interpolants
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Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#725
Learning to Reason Efficiently with Discounted Reinforcement Learning
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#726
Flower: A Flow-Matching Solver for Inverse Problems
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#826
Stopping Computation for Converged Tokens in Masked Diffusion-LM Decoding
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#825
Sample Reward Soups: Query-efficient Multi-Reward Guidance for Text-to-Image Diffusion Models
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#824
ThinKV: Thought-Adaptive KV Cache Compression for Efficient Reasoning Models
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#823
Soft-Masked Diffusion Language Models
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Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#822
Diverse Text-to-Image Generation via Contrastive Noise Optimization
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Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#821
Shift-and-Sum Quantization for Visual Autoregressive Models
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#820
RADAR: Reasoning-Ability and Difficulty-Aware Routing for Reasoning LLMs
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Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#819
Pedagogically-Inspired Data Synthesis for Language Model Knowledge Distillation
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#818
Composition of Pretrained Diffusion Models: A Logic-Based Calculus
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#817
Antithetic Noise in Diffusion Models
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#816
Diffusion Fine-Tuning via Reparameterized Policy Gradient of the Soft Q-Function
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#815
VFScale: Intrinsic Reasoning through Verifier-Free Test-time Scalable Diffusion Model
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#814
SESaMo: Symmetry-Enforcing Stochastic Modulation for Normalizing Flows
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Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#813
Robust Generalized Schr\"{o}dinger Bridge via Sparse Variational Gaussian Processes
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#812
SFBD-OMNI: Bridge models for lossy measurement restoration with limited clean samples
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#811
MrRoPE: Mixed-radix Rotary Position Embedding
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Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#810
Dual-Solver: A Generalized ODE Solver for Diffusion Models with Dual Prediction
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Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#809
Learning Ordinal Probabilistic Reward from Preferences
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#808
Dynamic Multi-sample Mixup with Gradient Exploration for Open-set Graph Anomaly Detection
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Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#807
Adaptive Mixture of Disentangled Experts for Dynamic Graph Out-of-Distribution Generalization
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Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#806
Global-Recent Semantic Reasoning on Dynamic Text-Attributed Graphs with Large Language Models
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Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#805
Controllable Logical Hypothesis Generation for Abductive Reasoning in Knowledge Graphs
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#804
PolyGraph Discrepancy: a classifier-based metric for graph generation
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#803
Contraction and Hourglass Persistence for Learning on Graphs, Simplices, and Cells
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#802
TGM: A Modular and Efficient Library for Machine Learning on Temporal Graphs
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#801
Adaptive Canonicalization with Application to Invariant Anisotropic Geometric Networks
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#901
Is Graph Unlearning Ready for Practice? A Benchmark on Efficiency, Utility, and Forgetting
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Slides]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#902
Towards Quantifying Long-Range Interactions in Graph Machine Learning: a Large Graph Dataset and a Measurement
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Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#903
: One LLM Token for Explicit Graph Structural Understanding
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#904
Differentiable Lifting for Topological Neural Networks
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#905
Temporal Graph Thumbnail: Robust Representation Learning with Global Evolutionary Skeleton
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#906
Paradigm Shift of GNN Explainer from Label Space to Prototypical Representation Space
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#907
A Scalable Inter-edge Correlation Modeling in CopulaGNN for Link Sign Prediction
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Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#908
Rethinking the Gold Standard: Why Discrete Curvature Fails to Fully Capture Over-squashing in GNNs?
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Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#909
Oversmoothing, "Oversquashing'', Heterophily, Long-Range, and more: Demystifying Common Beliefs in Graph Machine Learning
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Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#910
A Graph Meta-Network for Learning on Kolmogorov–Arnold Networks
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#911
Federated Graph-Level Clustering Network with Dual Knowledge Separation
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#912
The Logical Expressiveness of Topological Neural Networks
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#913
Relational Graph Transformer
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Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#914
Adaptive Mesh Quantization for Neural PDE Solvers
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#915
Bilateral Information-aware Test-time Adaptation for Vision-Language Models
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#916
Dual Randomized Smoothing: Beyond Global Noise Variance
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#917
Contamination Detection for VLMs Using Multi‑Modal Semantic Perturbations
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#918
Are Reasoning LLMs Robust to Interventions on their Chain-of-Thought?
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#919
VERIFY: A Novel Multi-Domain Dataset Grounding LTL in Contextual Natural Language via Provable Intermediate Logic
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#920
Spurious Correlation-Aware Embedding Regularization for Worst-Group Robustness
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Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#921
Robust Deep Reinforcement Learning against Adversarial Behavior Manipulation
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#922
Capability-Based Scaling Trends for LLM-Based Red-Teaming
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#923
Two failure modes of deep transformers and how to avoid them: a unified theory of signal propagation at initialisation
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#924
Closed-form $\ell_r$ norm scaling with data for overparameterized linear regression and diagonal linear networks under $\ell_p$ bias
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Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#925
Beyond Spectra: Eigenvector Overlaps in Loss Geometry
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#926
Convergence Dynamics of Over-Parameterized Score Matching for a Single Gaussian
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1026
Memorizing Long-tail Data Can Help Generalization Through Composition
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1025
Deterministic Bounds and Random Estimates of Metric Tensors on Neuromanifolds
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1024
The Effect of Attention Head Count on Transformer Approximation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1023
Theoretical Modeling of Large Language Model Self-Improvement Training Dynamics Through Solver-Verifier Gap
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Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1022
Language Models are Injective and Hence Invertible
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1021
Training-Free Determination of Network Width via Neural Tangent Kernel
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1020
Deep Hierarchical Learning with Nested Subspace Networks for Large Language Models
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1019
MOSS: Efficient and Accurate FP8 LLM Training with Microscaling and Automatic Scaling
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1018
CPiRi: Channel Permutation-Invariant Relational Interaction for Multivariate Time Series Forecasting
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1017
From Tokens to Thoughts: How LLMs and Humans Trade Compression for Meaning
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1016
Gradient Intrinsic Dimensionality Alignment：Narrowing The Gap Between Low-Rank Adaptation and Full Fine-Tuning
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1015
Cutting the Skip: Training Residual-Free Transformers
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1014
Beyond URLs: Metadata Diversity and Position for Efficient LLM Pretraining
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1013
AutoCodeBench: Large Language Models are Automatic Code Benchmark Generators
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1012
FAME: Formal Abstract Minimal Explanation for Neural Networks
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1011
Spinning Straw into Gold: Relabeling LLM Agent Trajectories in Hindsight for Successful Demonstrations
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1010
SHE-LoRA: Selective Homomorphic Encryption for Federated Tuning with Heterogeneous LoRA
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1009
FlexLinearAttention: Compiling a Unified Abstraction into Scalable Kernels for Linear Attention
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1008
Coupling Experts and Routers in Mixture-of-Experts via an Auxiliary Loss
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1007
The Curious Case of In-Training Compression of State Space Models
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1006
Denoising Neural Reranker for Recommender Systems
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1005
Cut Less, Fold More: Model Compression through the Lens of Projection Geometry
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1004
The Quest for Efficient Reasoning: A Data-Centric Benchmark to CoT Distillation
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1003
DynamicInfer: Runtime-Aware Sparse Offloading for LLMs Inference on a Consumer-Grade GPU
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1002
On-the-Fly Adaptation to Quantization: Configuration-Aware LoRA for Efficient Fine-Tuning of Quantized LLMs
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1001
OpenThoughts: Data Recipes for Reasoning Models
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1101
Chessformer: A Unified Architecture for Chess Modeling
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1102
LaSeR: Reinforcement Learning with Last-Token Self-Rewarding
[
Poster]
[
OpenReview]
Blog Post Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1103
Dynamic Parameter Reuse Augments Reasoning via Latent Chain of Thought
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1104
Learning Flexible Forward Trajectories for Masked Molecular Diffusion
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1105
PRISM: Enhancing PRotein Inverse Folding through Fine- Grained Retrieval on Structure-Sequence Multimodal Representations
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1106
Unleashing LLMs in Bayesian Optimization: Preference-Guided Framework for Scientific Discovery
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1107
Global and Local Topology-Aware Graph Generation via Dual Conditioning Diffusion
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1108
AFD-INSTRUCTION: A Comprehensive Antibody Instruction Dataset with Functional Annotations for LLM-Based Understanding and Design
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1109
FALCON: Few-step Accurate Likelihoods for Continuous Flows
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1110
Learning Molecular Chirality via Chiral Determinant Kernels
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1111
Multi-state Protein Sequence Design with DynamicMPNN
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1112
Controllable diffusion-based generation for multi-channel biological data
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1113
Physically Valid Biomolecular Interaction Modeling with Gauss-Seidel Projection
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1114
Doloris: Dual Conditional Diffusion Implicit Bridges with Sparsity Masking Strategy for Unpaired Single-Cell Perturbation Estimation
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1115
VCWorld: A Biological World Model for Virtual Cell Simulation
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1116
Controllable Sequence Editing for Biological and Clinical Trajectories
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1117
Quantifying Cross-Attention Interaction in Transformers for Interpreting TCR-pMHC Binding
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1118
scDFM: Distributional Flow Matching Model for Robust Single-Cell Perturbation Prediction
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1119
Fast Proteome-Scale Protein Interaction Retrieval via Residue-Level Factorization
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1120
Adaptive Data-Knowledge Alignment in Genetic Perturbation Prediction
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1121
GALAX: Graph-Augmented Language Model for Explainable Reinforcement-Guided Subgraph Reasoning in Precision Medicine
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1122
One protein is all you need
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1123
Tokenization to Transfer: Do Genomic Foundation Models Learn Good Representations?
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1124
From Medical Records to Diagnostic Dialogues: A Clinical-Grounded Approach and Dataset for Psychiatric Comorbidity
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1125
Bridging Radiology and Pathology Foundation Models via Concept-Based Multimodal Co-Adaptation
[
Slides]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1126
MedAgentGym: A Scalable Agentic Training Environment for Code-Centric Reasoning in Biomedical Data Science
[
Slides]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1226
Resp-Agent: An Agent-Based System for Multimodal Respiratory Sound Generation and Disease Diagnosis
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1225
Structural Prognostic Event Modeling for Multimodal Cancer Survival Analysis
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1224
M3CoTBench: Benchmark Chain-of-Thought of MLLMs in Medical Image Understanding
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1223
MASAM: Multimodal Adaptive Sharpness-Aware Minimization for Heterogeneous Data Fusion
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1222
Unified Brain Surface and Volume Registration
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1221
Reliable Evaluation of MRI Motion Correction: Dataset and Insights
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1220
Physics vs Distributions: Pareto Optimal Flow Matching with Physics Constraints
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1219
CMT-Benchmark: A Benchmark for Condensed Matter Theory Built by Expert Researchers
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1218
Si-GT: Fast Interconnect Signal Integrity Analysis for Integrated Circuit Design via Graph Transformers
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1217
Robust and Interpretable Adaptation of Equivariant Materials Foundation Models via Sparsity-promoting Fine-tuning
[
Slides]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1216
MAVEN: A Mesh-Aware Volumetric Encoding Network for Simulating 3D Flexible Deformation
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#617
Panda: A pretrained forecast model for chaotic dynamics
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1215
Generalized Spherical Neural Operators: Green’s Function Formulation
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1214
End-to-End Probabilistic Framework for Learning with Hard Constraints
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1213
Incomplete Data, Complete Dynamics: A Diffusion Approach
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1212
Fast Convergence of Natural Gradient Descent for Over-parameterized Physics-Informed Neural Networks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1211
Enhancing Stability of Physics-Informed Neural Network Training Through Saddle-Point Reformulation
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1210
DGNet: Discrete Green Networks for Data-Efficient Learning of Spatiotemporal PDEs
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1209
A Spectral-Grassmann Wasserstein metric for operator representations of dynamical systems
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1208
LD-EnSF: Synergizing Latent Dynamics with Ensemble Score Filters for Fast Data Assimilation with Sparse Observations
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1207
PRISM-Physics: Causal DAG-Based Process Evaluation for Physics Reasoning
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1206
Towards a Certificate of Trust: Task-Aware OOD Detection for Scientific AI
[
Slides]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1205
Tensor learning with orthogonal, Lorentz, and symplectic symmetries
[
OpenReview]
Blog Post Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1204
Discretisation invariance
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1203
Contact-guided Real2Sim from Monocular Video with Planar Scene Primitives
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1202
Cosmos Policy: Fine-Tuning Video Models for Visuomotor Control and Planning
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1201
OneTwoVLA: A Unified Vision-Language-Action Model with Adaptive Reasoning
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1301
RoboCasa365: A Large-Scale Simulation Framework for Training and Benchmarking Generalist Robots
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1302
Vid2World: Crafting Video Diffusion Models to Interactive World Models
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1303
Flash-Mono: Feed-Forward Accelerated Gaussian Splatting Monocular SLAM
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1304
BFM-Zero: A Promptable Behavioral Foundation Model for Humanoid Control Using Unsupervised Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1305
TwinVLA: Data-Efficient Bimanual Manipulation with Twin Single-Arm Vision-Language-Action Models
[
Slides]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1306
SLAP: Shortcut Learning for Abstract Planning
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1307
UniHM: Unified Dexterous Hand Manipulation with Vision Language Model
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1308
DEAS: DEtached value learning with Action Sequence for Scalable Offline RL
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1309
Compositional Diffusion with Guided search for Long-Horizon Planning
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1310
OccDriver: Future Occupancy Guided Dual-branch Trajectory Planner in Autonomous Driving
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#2001
RL of Thoughts: Navigating LLM Reasoning with Inference-time Reinforcement Learning
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1311
BOLT: Decision‑Aligned Distillation and Budget-Aware Routing for Constrained Multimodal QA on Robots
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1312
Unified Diffusion VLA: Vision-Language-Action Model via Joint Discrete Denosing Diffusion Process
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1313
D2E: Scaling Vision-Action Pretraining on Desktop Data for Transfer to Embodied AI
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1314
JanusVLN: Decoupling Semantics and Spatiality with Dual Implicit Memory for Vision-Language Navigation
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1315
Learning to Grasp Anything By Playing with Random Toys
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1316
RFS: Reinforcement learning with Residual flow steering for dexterous manipulation
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1317
HAMLET: Switch Your Vision-Language-Action Model into a History-Aware Policy
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1318
Rodrigues Network for Learning Robot Actions
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1319
Compositional Visual Planning via Inference-Time Diffusion Scaling
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1320
VITA: Vision-to-Action Flow Matching Policy
[
Slides]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1321
AutoFly: Vision-Language-Action Model for UAV Autonomous Navigation in the Wild
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1322
PixelVLA: Advancing Pixel-level Understanding in Vision-Language-Action Model
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1323
Scaling up Memory for Robotic Control via Experience Retrieval
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1324
Towards Robust Real-World Multivariate Time Series Forecasting: A Unified Framework for Dependency, Asynchrony, and Missingness
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1325
PYRREGULAR: A Unified Framework for Irregular Time Series, with Classification Benchmarks
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1326
Beyond Accuracy: Are Time Series Foundation Models Well-Calibrated?
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1426
TimeOmni-1: Incentivizing Complex Reasoning with Time Series in Large Language Models
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1425
FACT: Fine-grained Across-variable Convolution for Multivariate Time Series Forecasting
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1424
Perturbed Dynamic Time Warping: A Probabilistic Framework and Generalized Variants
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1423
SmellNet: A Dataset for Sensor-Based Smell Recognition and Mixture Prediction
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1422
MambaSL: Exploring Single-Layer Mamba for Time Series Classification
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1421
EVEREST: A Transformer for Probabilistic Rare-Event Anomaly Detection with Evidential and Tail-Aware Uncertainty
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1420
Reasoning on Time-Series for Financial Technical Analysis
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1419
PhaseFormer: From Patches to Phases for Efficient and Effective Time Series Forecasting
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1418
Adaptive Conformal Anomaly Detection with Time Series Foundation Models for Signal Monitoring.
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1417
Point-wise Anomaly Detection via Fold-bifurcation ODE
[
Slides]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1416
Dancing in Chains: Strategic Persuasion in Academic Rebuttal via Theory of Mind
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1415
How to train data-efficient LLMs
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1414
Beyond a Million Tokens: Benchmarking and Enhancing Long-Term Memory in LLMs
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1413
Memory-T1: Reinforcement Learning for Temporal Reasoning in Multi-session Agents
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1412
Agent Data Protocol: Unifying Datasets for Diverse, Effective Fine-tuning of LLM Agents
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1411
Diffusion LLMs Can Do Faster-Than-AR Inference via Discrete Diffusion Forcing
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1410
Measuring Audio's Impact on Correctness: Audio-Contribution-Aware Post-Training of Large Audio Language Models
[
Slides]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1409
Solving the Granularity Mismatch: Hierarchical Preference Learning for Long-Horizon LLM Agents
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1408
ExpertLongBench: Benchmarking Language Models on Expert-Level Long-Form Generation Tasks with Structured Checklists
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1407
BIRD-INTERACT: Re-imagining Text-to-SQL Evaluation via Lens of Dynamic Interactions
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1406
Learning Facts at Scale with Active Reading
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1405
ATLAS: Constraints-Aware Multi-Agent Collaboration for Real-World Travel Planning
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1404
EchoMind: An Interrelated Multi-level Benchmark for Evaluating Empathetic Speech Language Models
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1403
DeepMath-103K: A Large-Scale, Challenging, Decontaminated, and Verifiable Mathematical Dataset for Advancing Reasoning
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1402
CaTS: Calibrated Test-Time Scaling for Efficient LLM Reasoning
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1401
Don't Throw Away Your Beams: Improving Consistency-based Uncertainties in LLMs via Beam Search
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1501
OSCAR: Online Soft Compression for RAG
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1502
SpotIt: Evaluating Text-to-SQL Evaluation with Formal Verification
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1503
The Imitation Game: Turing Machine Imitator is Length Generalizable Reasoner
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1504
Are LLMs Really Not Knowledgeable? Mining the Submerged Knowledge in LLMs' Memory
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1505
Measuring and Mitigating Rapport Bias of Large Language Models under Multi-Agent Social Interactions
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1506
TIPS: Turn-level Information-Potential Reward Shaping for Search-Augmented LLMs
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1507
From Text to Talk: Audio-Language Model Needs Non-Autoregressive Joint Training
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1508
Plan and Budget: Effective and Efficient Test-Time Scaling on Reasoning Large Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1509
Efficient Reasoning with Balanced Thinking
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1510
Physics-Informed Audio-Geometry-Grid Representation Learning for Universal Sound Source Localization
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1511
Selective Expert Guidance for Effective and Diverse Exploration in Reinforcement Learning of LLMs
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1512
Omni-Captioner: Data Pipeline, Models, and Benchmark for Omni Detailed Perception
[
Slides]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1513
Prompt and Parameter Co-Optimization for Large Language Models
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1514
Learning to Summarize by Learning to Quiz: Adversarial Agentic Collaboration for Long Document Summarization
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1515
Scaling Knowledge Graph Construction through Synthetic Data Generation and Distillation
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1516
On the Wings of Imagination: Conflicting Script-based Multi-role Framework for Humor Caption Generation
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1517
EntropyLong: Effective Long-Context Training via Predictive Uncertainty
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1518
Knowing When to Quit: Probabilistic Early Exits for Speech Separation Networks
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1519
Human or Machine? A Preliminary Turing Test for Speech-to-Speech Interaction
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1520
Influence-Preserving Proxies for Gradient-Based Data Selection in LLM FineTuning
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1521
Incentive-Aligned Multi-Source LLM Summaries
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1522
Dynamic Early Exit in Reasoning Models
[
Slides]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1523
GUI-Shift: Enhancing VLM-Based GUI Agents through Self-supervised Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1524
Search Arena: Analyzing Search-Augmented LLMs
[
Slides]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1525
Continuous Audio Language Models
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1526
SimuHome: A Temporal- and Environment-Aware Benchmark for Smart Home LLM Agents
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1626
DRBench: A Realistic Benchmark for Enterprise Deep Research
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1625
EditBench: Evaluating LLM Abilities to Perform Real-World Instructed Code Edits
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1624
Segment-Level Attribution for Selective Learning of Long Reasoning Traces
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1623
Demystifying and Enhancing the Efficiency of Large Language Model Based Search Agents
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1622
LLMs are Single-threaded Reasoners: Demystifying the Working Mechanism of Soft Thinking
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1621
Diversity-Incentivized Exploration for Versatile Reasoning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1620
SciNav: A General Agent Framework for Scientific Coding Tasks
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1619
HardcoreLogic: Challenging Large Reasoning Models with Long-tail Logic Puzzle Games
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1618
RESTRAIN: From Spurious Votes to Signals — Self-Training RL with Self-Penalization
[
Slides]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1617
UniSS: Unified Expressive Speech-to-Speech Translation with Your Voice
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1616
Expanding Reasoning Potential in Foundation Model by Learning Diverse Chains of Thought Patterns
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1615
Learning from Synthetic Data Improves Multi-hop Reasoning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1614
Common Corpus: The Largest Collection of Ethical Data for LLM Pre-Training
[
OpenReview]
Blog Post Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1613
Content Promotion as a Strategic Game: How to Design Agentic Publishers for the Evolving Search Ecosystem in the GenAI Era?
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1612
Building spatial world models from sparse transitional episodic memories
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1611
Readout Representation: Redefining Neural Codes by Input Recovery
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1610
Mixture of Cognitive Reasoners: Modular Reasoning with Brain-Like Specialization
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1609
Difference Predictive Coding for Training Spiking Neural Networks
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1608
Discovering heterogeneous synaptic plasticity rules via large-scale neural evolution
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1607
Only Brains Align with Brains: Cross-Region Alignment Patterns Expose Limits of Normative Models
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1606
Low-Pass Filtering Improves Behavioral Alignment of Vision Models
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1605
Bayesian Test-Time Adaptation via Dirichlet feature projection and GMM-Driven Inference for Motor Imagery EEG Decoding
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1604
Characterizing Human Semantic Navigation in Concept Production as Trajectories in Embedding Space
[
Slides]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1603
Biologically Plausible Learning via Bidirectional Spike-Based Distillation
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1602
Spike-based Digital Brain: a novel fundamental model for brain activity analysis
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1601
A cross-species neural foundation model for end-to-end speech decoding
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1701
PredNext: Explicit Cross-View Temporal Prediction for Unsupervised Learning in Spiking Neural Networks
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1702
Functional MRI Time Series Generation via Wavelet-Based Image Transform and Spectral Flow Matching for Brain Disorder Identification
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1703
EgoBrain: Synergizing Minds and Eyes For Human Action Understanding
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1704
PSDNorm: Temporal Normalization for Deep Learning in Sleep Staging
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1705
Moving Beyond Diffusion: Hierarchy-to-Hierarchy Autoregression for fMRI-to-Image Reconstruction
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1706
Brain-Semantoks: Learning Semantic Tokens of Brain Dynamics with a Self-Distilled Foundation Model
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1707
Seeing Through the Brain: New Insights from Decoding Visual Stimuli with fMRI
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1708
Online Pseudo-Zeroth-Order Training of Neuromorphic Spiking Neural Networks
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1709
Interact-RAG: Reason and Interact with the Corpus, Beyond Black-Box Retrieval
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1710
Web-CogReasoner: Towards Multimodal Knowledge-Induced Cognitive Reasoning for Web Agents
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1711
NAIPv2: Debiased Pairwise Learning for Efficient Paper Quality Estimation
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1712
HSSBench: Benchmarking Humanities and Social Sciences Ability for Multimodal Large Language Models
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1713
ProofOptimizer: Training Language Models to Simplify Proofs without Human Demonstrations
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1714
BridgeDrive: Diffusion Bridge Policy for Closed-Loop Trajectory Planning in Autonomous Driving
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1715
Dual-Scale World Memory for LLM Agents towards Hard-Exploration Problems
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1716
When MLLMs Meet Compression Distortion: A Coding Paradigm Tailored to MLLMs
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1717
More Than What Was Chosen: LLM-based Explainable Recommendation Beyond Noisy User Preferences
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1718
Evaluating Text Creativity across Diverse Domains: a Dataset and Large Language Model Evaluator
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1719
Comparing AI Agents to Cybersecurity Professionals in Real-World Penetration Testing
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1720
Sci2Pol: Evaluating and Fine-tuning LLMs on Scientific-to-Policy Brief Generation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1721
Music Flamingo: Scaling Music Understanding in Audio Language Models
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1722
Divide and Abstract: Autoformalization via Decomposition and Abstraction Learning
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1723
SyncTrack: Rhythmic Stability and Synchronization in Multi-Track Music Generation
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1724
HEAPr: Hessian-based Efficient Atomic Expert Pruning in Output Space
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1824
Generative Adversarial Post-Training Mitigates Reward Hacking in Live Human-AI Music Interaction
[
Slides]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1823
USTBench: Benchmarking and Dissecting Spatiotemporal Reasoning Capabilities of LLMs as Urban Agents
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1822
Aria: an Agent for Retrieval and Iterative Auto-Formalization via Dependency Graph
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1821
Knowledge Reasoning Language Model: Unifying Knowledge and Language for Inductive Knowledge Graph Reasoning
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1820
LAMDA: A Longitudinal Android Malware Benchmark for Concept Drift Analysis
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1819
floq: Training Critics via Flow-Matching for Scaling Compute in Value-Based RL
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1818
Adaptive Test-Time Training for Predicting Need for Invasive Mechanical Ventilation in Multi-Center Cohorts
[
Slides]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1817
AgenTracer: Who Is Inducing Failure in the LLM Agentic Systems?
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1816
From Language to Locomotion: Retargeting-free Humanoid Control via Motion Latent Guidance
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1815
An Ensemble Framework for Unbiased Language Model Watermarking
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1814
Pushing Test-Time Scaling Limits of Deep Search with Asymmetric Verification
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1813
YuE: Scaling Open Foundation Models for Long-Form Music Generation
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1812
GT-Space: Enhancing Heterogeneous Collaborative Perception with Ground Truth Feature Space
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1811
Variational Reasoning for Language Models
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1810
Astraea: A Token-wise Acceleration Framework for Video Diffusion Transformers
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1809
Globally aware optimization with resurgence
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1808
Product of Experts for Visual Generation
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1807
Gauge-invariant representation holonomy
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1806
Zebra-CoT: A Dataset for Interleaved Vision-Language Reasoning
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1805
Distillation of Large Language Models via Concrete Score Matching
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1804
PairFlow: Closed-Form Source-Target Coupling for Few-Step Generation in Discrete Flow Models
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1803
Speculative Speculative Decoding
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1802
OCR-Reasoning Benchmark: Unveiling the True Capabilities of MLLMs in Complex Text-Rich Image Reasoning
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1801
GraphPlanner: Graph Memory-Augmented Agentic Routing for Multi-Agent LLMs
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1901
Instance-wise Adaptive Scheduling via Derivative-Free Meta-Learning
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1902
Sharp asymptotic theory for Q-learning with \texttt{LD2Z} learning rate and its generalization
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1903
PM-KVQ: Progressive Mixed-precision KV Cache Quantization for Long-CoT LLMs
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1904
Scheduling Your LLM Reinforcement Learning with Reasoning Trees
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1905
Trion: FFT-based Dynamic Subspace Selection for Low-Rank Adaptive Optimization of LLMs
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1906
Distilling the Thought, Watermarking the Answer: A Principle Semantic Guided Watermark for Reasoning Large Language Models
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1907
Self-Improving Loops for Visual Robotic Planning
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1908
Positional Encoding Field
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1909
ZeroGR: A Generalizable and Scalable Framework for Zero-Shot Generative Retrieval
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1911
Decoupled MeanFlow: Turning Flow Models into Flow Maps for Accelerated Sampling
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1912
Uncertainty as Feature Gaps: Epistemic Uncertainty Quantification of LLMs in Contextual Question-Answering
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1913
Enhancing Visual Token Representations for Video Large Language Models via Training-free Spatial-Temporal Pooling and Gridding
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1914
VaseVQA-3D: Benchmarking 3D VLMs on Ancient Greek Pottery
[
Slides]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1915
Reducing Class-Wise Performance Disparity via Margin Regularization
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1916
DeepCompress: A Dual Reward Strategy for Dynamically Exploring and Compressing Reasoning Chains
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1917
Language Confusion Gate: Language-Aware Decoding Through Model Self-Distillation
[
Slides]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1918
Empowering Multi-Robot Cooperation via Sequential World Models
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1919
YoNoSplat: You Only Need One Model for Feedforward 3D Gaussian Splatting
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1920
Distributional Machine Unlearning via Selective Data Removal
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1921
Teach2Eval: An Interaction-Driven LLMs Evaluation Method via Teaching Effectiveness
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1922
PosterCraft: Rethinking High-Quality Aesthetic Poster Generation in a Unified Framework
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1923
Beyond Speedup - Utilizing KV Cache for Sampling and Reasoning
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1924
Conditionally Whitened Generative Models for Probabilistic Time Series Forecasting
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#2024
Learning Posterior Predictive Distributions for Node Classification from Synthetic Graph Priors
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#2023
WorldEdit: Towards Open-World Image Editing with a Knowledge-Informed Benchmark
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#2022
Multiple Token Divergence: Measuring and Steering In-Context Computation Density
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#2021
Robustness in Text-Attributed Graph Learning: Insights, Trade-offs, and New Defenses
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#2020
ReLi3D: Relightable Multi-view 3D Reconstruction with Disentangled Illumination
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#2019
NAB: Neural Adaptive Binning for Sparse-View CT reconstruction
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#2018
GIT-BO: High-Dimensional Bayesian Optimization with Tabular Foundation Models
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#2017
GenSR: Symbolic regression based on equation generative space
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#2016
Unleashing Guidance Without Classifiers for Human-Object Interaction Animation
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#2015
DanceTogether: Generating Interactive Multi-Person Video without Identity Drifting
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#2014
Debiased Front-Door Learners for Heterogeneous Effects
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#2013
Unlocking the Power of Multi-Agent LLM for Reasoning: From Lazy Agents to Deliberation
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#2012
Do 3D Large Language Models Really Understand 3D Spatial Relationships?
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#2011
The Illusion of Diminishing Returns: Measuring Long Horizon Execution in LLMs
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#2010
Graph-of-Agents: A Graph-based Framework for Multi-Agent LLM Collaboration
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#2009
LH-DECEPTION: Simulating and Understanding LLM Deceptive Behaviors in Long-Horizon Interactions
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#2008
Multi-agent Coordination via Flow Matching
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#2007
MathFimer: Enhancing Mathematical Reasoning by Expanding Reasoning Steps through Fill-in-the-Middle Task
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#2006
Benefits and Limitations of Communication in Multi-Agent Reasoning
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#2005
Hybrid Reinforcement: when reward is sparse, better to be dense
[
OpenReview]
Blog Post Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#2004
AI Fundamentals: Valuing AI Agents & Data Assets
[
OpenReview]
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