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Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#101
On the Eligibility of LLMs for Counterfactual Reasoning: A Decompositional Study
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Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#419
Influence without Confounding: Causal Discovery from Temporal Data with Long-term Carry-over Effects
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Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#102
Distributional Equivalence in Linear Non-Gaussian Latent-Variable Cyclic Causal Models: Characterization and Learning
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Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#103
Theoretical Guarantees for Causal Discovery on Large Random Graphs
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Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#104
Journey to the Centre of Cluster: Harnessing Interior Nodes for A/B Testing under Network Interference
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Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#105
Overlap-Adaptive Regularization for Conditional Average Treatment Effect Estimation
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Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#106
Learning Nonlinear Causal Reductions to Explain Reinforcement Learning Policies
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Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#107
Stochastic Neural Networks for Causal Inference with Missing Confounders
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Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#108
Off-Policy Evaluation for Ranking Policies under Deterministic Logging Policies
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Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#109
Constant Degree Matrix-Driven Incomplete Multi-View Clustering via Connectivity-Structure and Embedding Tensor Learning
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Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#110
LLM Pretraining with Continuous Concepts
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Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#111
Neural Force Field: Few-shot Learning of Generalized Physical Reasoning
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Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#2004
Revisiting Weight Regularization for Low-Rank Continual Learning
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Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#112
AutoDV: An End-to-End Deep Learning Model for High-Dimensional Data Visualization
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Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#113
Weight Space Representation Learning on Diverse NeRF Architectures
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Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#114
Let LLMs Speak Embedding Languages: Generative Text Embeddings via Iterative Contrastive Refinement
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Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#115
Toward Enhancing Representation Learning in Federated Multi-Task Settings
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Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#116
Subspace Kernel Learning on Tensor Sequences
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Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#117
On the Theoretical Limitations of Embedding-Based Retrieval
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Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#118
Fly-CL: A Fly-Inspired Framework for Enhancing Efficient Decorrelation and Reduced Training Time in Pre-trained Model-based Continual Representation Learning
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Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#119
Revela: Dense Retriever Learning via Language Modeling
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Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#120
Adaptive Debiasing Tsallis Entropy for Test-Time Adaptation
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Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#121
RLVMR: Reinforcement Learning with Verifiable Meta-Reasoning Rewards for Robust Long-Horizon Agents
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Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#123
TabStruct: Measuring Structural Fidelity of Tabular Data
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Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#124
Maximizing Incremental Information Entropy for Contrastive Learning
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Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#224
Proper Velocity Neural Networks
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Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#223
ProofBridge: Auto-Formalization of Natural Language Proofs in Lean via Joint Embeddings
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Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#222
Information Shapes Koopman Representation
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Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#221
CORDS - Continuous Representations of Discrete Structures
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Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#220
Closing the Modality Gap Aligns Group-Wise Semantics
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Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#219
On the Wasserstein Geodesic Principal Component Analysis of probability measures
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Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#218
Improving Semantic Proximity in Information Retrieval through Cross-Lingual Alignment
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Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#217
Multimodal Dataset Distillation via Phased Teacher Models
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Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#216
Separable Neural Networks: Approximation Theory, NTK Regime, and Preconditioned Gradient Descent
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Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#215
SuperF: Neural Implicit Fields for Multi-Image Super-Resolution
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Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#214
Learning Human Habits with Rule-Guided Active Inference
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Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#213
Tracing and Reversing Edits in LLMs
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Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#212
Escaping Low-Rank Traps: Interpretable Visual Concept Learning via Implicit Vector Quantization
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Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#211
Graphon Cross-Validation: Assessing Models on Network Data
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Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#209
Supporting Multimodal Intermediate Fusion with Informatic Constraint and Distribution Coherence
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Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#208
Towards Personalized Deep Research: Benchmarks and Evaluations
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Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#207
Spatially Informed Autoencoders for Interpretable Visual Representation Learning
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Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#206
Meta-Adaptive Prompt Distillation for Few-Shot Visual Question Answering
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Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#205
Structure-Aware Graph Hypernetworks for Neural Program Synthesis
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Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#204
Robust Selective Activation with Randomized Temporal K-Winner-Take-All in Spiking Neural Networks for Continual Learning
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Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#203
TRAC: Tensor-Train based Across-layer Compression for Parameter-Efficient Fine-Tuning
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Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#202
Meta-Router: Bridging Gold-standard and Preference-based Evaluations in LLM Routing
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Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1012
Supporting High-Stakes Decision Making Through Interactive Preference Elicitation in the Latent Space
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Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#201
Mapping Post-Training Forgetting in Language Models at Scale
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Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#301
Beyond Student: An Asymmetric Network for Neural Network Inheritance
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Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#302
PAC-Bayes bounds for cumulative loss in Continual Learning
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Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#303
AdaRank: Adaptive Rank Pruning for Enhanced Model Merging
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Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#304
Generative Diffusion Prior Distillation for Long-Context Knowledge Transfer
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Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#305
Temporal Generalization: A Reality Check
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Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#306
Interference-Isolated Elastic Weight Consolidation and Knowledge Calibration for Incremental Object Detection
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Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#307
IDER: IDempotent Experience Replay for Reliable Continual Learning
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Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#308
Consistency-Driven Calibration and Matching for Few-Shot Class Incremental Learning
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Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#309
Knowledge Distillation for Large Language Models through Residual Learning
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Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#311
CREPE: Controlling diffusion with REPlica Exchange
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Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#312
SelfReflect: Can LLMs Communicate Their Internal Answer Distribution?
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Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1622
Rethinking Continual Learning with Progressive Neural Collapse
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Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#313
Learning Survival Distributions with Individually Calibrated Asymmetric Laplace Distribution
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Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#314
Textual Bayes: Quantifying Prompt Uncertainty in LLM-Based Systems
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Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#315
RefineStat: Efficient Exploration for Probabilistic Program Synthesis
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Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#316
Accelerated Parallel Tempering via Neural Transports
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Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#317
A Statistical Benchmark for Diffusion-Posterior-Sampling Algorithms
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Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#318
Internal Evaluation of Density-Based Clusterings with Noise
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Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#319
Prima.cpp: Fast 30-70B LLM Inference on Heterogeneous and Low-Resource Home Clusters
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Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#320
Initialization Schemes for Kolmogorov–Arnold Networks: An Empirical Study
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Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#321
MaskPro: Linear-Space Probabilistic Learning for Strict (N:M)-Sparsity on LLMs
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Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#322
Solving the 2-norm k-hyperplane clustering problem via multi-norm formulations
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Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#323
Overthinking Reduction with Decoupled Rewards and Curriculum Data Scheduling
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Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#122
ConRep4CO: Contrastive Representation Learning of Combinatorial Optimization Instances across Types
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Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#324
Divide, Harmonize, Then Conquer It: Shooting Multi-Commodity Flow Problems with Multimodal Language Models
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Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#424
Harmonized Cone for Feasible and Non-conflict Directions in Training Physics-Informed Neural Networks
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Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#423
Deep FlexQP: Accelerated Nonlinear Programming via Deep Unfolding
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Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#422
Chain-of-Context Learning: Dynamic Constraint Understanding for Multi-Task VRPs
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Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#421
Hyperbolic Aware Minimization: Implicit Bias for Sparsity
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Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#420
On the Benefits of Weight Normalization for Overparameterized Matrix Sensing
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Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#418
The Power of Small Initialization in Noisy Low-Tubal-Rank Tensor Recovery
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Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#417
A Physics-Inspired Optimizer: Velocity Regularized Adam
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Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#416
Online Minimization of Polarization and Disagreement via Low-Rank Matrix Bandits
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Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#415
Learning Distributions over Permutations and Rankings with Factorized Representations
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Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#414
Learning Boltzmann Generators via Constrained Mass Transport
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Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#413
Improving the Trade-off Between Watermark Strength and Speculative Sampling Efficiency for Language Models
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Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#412
Symmetry-Aware Bayesian Optimization via Max Kernels
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Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#411
Improving LLM-based Global Optimization with Search Space Partitioning
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Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#410
Thompson Sampling via Fine-Tuning of LLMs
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Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#409
No outlier channels but with outlier blocks
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Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#408
DeMo: Decoupled Momentum Optimization
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Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#407
DOPPLER: Dual-Policy Learning for Device Assignment in Asynchronous Dataflow Graphs
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Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#406
Birch SGD: A Tree Graph Framework for Local and Asynchronous SGD Methods
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Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#405
Non-Convex Federated Optimization under Cost-Aware Client Selection
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Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#404
A Memory-Efficient Hierarchical Algorithm for Large-scale Optimal Transport Problems
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Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#403
Muon Outperforms Adam in Tail-End Associative Memory Learning
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Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#402
MILPnet: A Multi-Scale Architecture with Geometric Feature Sequence Representations for Advancing MILP Problems
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Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#401
Refining Hybrid Genetic Search for CVRP via Reinforcement Learning-Finetuned LLM
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Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#501
An Agentic Framework with LLMs for Solving Complex Vehicle Routing Problems
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Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#502
Sublinear Time Quantum Algorithm for Attention Approximation
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Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#503
Cautious Optimizers: Improving Training with One Line of Code
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Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#504
Test-Time Matching: Unlocking Compositional Reasoning in Multimodal Models
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Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#505
STDDN: A Physics-Guided Deep Learning Framework for Crowd Simulation
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Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#506
DiffusionBlocks: Block-wise Neural Network Training via Diffusion Interpretation
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Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#507
Whatever Remains Must Be True: Filtering Drives Reasoning in LLMs, Shaping Diversity
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Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#508
STARK: Strategic Team of Agents for Refining Kernels
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Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#509
Guided Speculative Inference for Efficient Test-Time Alignment of LLMs
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Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#510
Fine-tuning Quantized Neural Networks with Zeroth-order Optimization
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Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#511
Cactus: Accelerating Auto-Regressive Decoding with Constrained Acceptance Speculative Sampling
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Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#512
GoalRank: Group-Relative Optimization for a Large Ranking Model
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Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#513
Memba: Membrane-driven Parameter-Efficient Fine-Tuning for Mamba
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Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#514
Differentiable JPEG-based Input Perturbation for Knowledge Distillation Amplification via Conditional Mutual Information Maximization
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Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#515
SCRAPL: Scattering Transform with Random Paths for Machine Learning
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Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#516
Hyperparameter Trajectory Inference with Conditional Lagrangian Optimal Transport
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Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#517
ParallelBench: Understanding the Trade-offs of Parallel Decoding in Diffusion LLMs
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Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#518
Capacity-Aware Inference: Mitigating the Straggler Effect in Mixture of Experts
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Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#519
TEST-TIME SCALING IN DIFFUSION LLMS VIA HIDDEN SEMI-AUTOREGRESSIVE EXPERTS
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Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#520
Time Is a Feature: Exploiting Temporal Dynamics in Diffusion Language Models
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Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#521
MaRS: Memory-Adaptive Routing for Reliable Capacity Expansion and Knowledge Retention
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Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#522
TD-MoE: Tensor Decomposition for MoE Models
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Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#523
Can Transformers Really Do It All? On the Compatibility of Inductive Biases Across Tasks
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Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#524
SERE: Similarity-based Expert Re-routing for Efficient Batch Decoding in MoE Models
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Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#525
Understanding Dataset Distillation via Spectral Filtering
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Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#526
vAttention: Verified Sparse Attention via Sampling
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Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#626
Graph Signal Processing Meets Mamba2: Adaptive Filter Bank via Delta Modulation
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Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#625
Free Energy Mixer
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Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#624
Cache What Lasts: Token Retention for Memory-Bounded KV Cache in LLMs
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Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#623
Group Representational Position Encoding
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OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#622
Short Window Attention Enables Long-Term Memorization
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#621
TyphoonMLA: A Mixed Naive-Absorb MLA Kernel For Shared Prefix
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#620
Nonparametric Teaching of Attention Learners
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#619
Transformers are Inherently Succinct
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#618
Efficient Message-Passing Transformer for Error Correcting Codes
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#617
Spectral Attention Steering for Prompt Highlighting
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#616
Continuum Transformers Perform In-Context Learning by Operator Gradient Descent
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#615
Transformers Learn Latent Mixture Models In-Context via Mirror Descent
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#614
QUEST: A robust attention formulation using query-modulated spherical attention
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#613
SinkTrack: Attention Sink based Context Anchoring for Large Language Models
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#612
ZeroTuning: Unlocking the Initial Token's Power to Enhance Large Language Models Without Training
[
Slides]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#611
MoM: Linear Sequence Modeling with Mixture-of-Memories
[
Poster]
[
OpenReview]
Journal Track Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#610
Chimera: State Space Models Beyond Sequences
Journal Track Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#609
Setting the Record Straight on Transformer Oversmoothing
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#2003
Variational Autoencoding Discrete Diffusion with Enhanced Dimensional Correlations Modeling
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#608
Your VAR Model is Secretly an Efficient and Explainable Generative Classifier
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#607
Avoid Catastrophic Forgetting with Rank-1 Fisher from Diffusion Models
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#606
InfoBridge: Mutual Information estimation via Bridge Matching
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1003
GenCape: Structure-Inductive Generative Modeling for Category-Agnostic Pose Estimation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#605
Discrete Variational Autoencoding via Policy Search
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#604
GLASS Flows: Efficient Inference for Reward Alignment of Flow and Diffusion Models
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#603
Steering MoE LLMs via Expert (De)Activation
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#602
SwiReasoning: Switch-Thinking in Latent and Explicit for Pareto-Superior Reasoning LLMs
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#601
Generating Directed Graphs with Dual Attention and Asymmetric Encoding
[
Slides]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#701
Bi-Lipschitz Autoencoder With Injectivity Guarantee
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1314
AlignFlow: Improving Flow-based Generative Models with Semi-Discrete Optimal Transport
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#702
Consistent Text-to-Image Generation via Scene De-Contextualization
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#703
Ultra-Fast Language Generation via Discrete Diffusion Divergence Instruct
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#704
Toward Effective Tool-Integrated Reasoning via Self-Evolved Preference Learning
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#705
Learn to Guide Your Diffusion Model
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#706
DriftLite: Lightweight Drift Control for Inference-Time Scaling of Diffusion Models
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1411
Toward Faithful Retrieval-Augmented Generation with Sparse Autoencoders
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#707
Neon: Negative Extrapolation From Self-Training Improves Image Generation
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1117
DeRaDiff: Denoising Time Realignment of Diffusion Models
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#708
On the Design of One-step Diffusion via Shortcutting Flow Paths
[
Slides]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#709
ActivationReasoning: Logical Reasoning in Latent Activation Spaces
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#710
Bottlenecked Transformers: Periodic KV Cache Consolidation for Generalised Reasoning
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#711
When LLMs get significantly worse: A statistical approach to detect model degradations
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#712
Aligning Visual Foundation Encoders to Tokenizers for Diffusion Models
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#713
AlphaFlow: Understanding and Improving MeanFlow Models
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#714
Noise-Adaptive Diffusion Sampling for Inverse Problems Without Task-Specific Tuning
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#715
Explainable Token-level Noise Filtering for LLM Fine-tuning Datasets
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#716
LLM-as-a-Prophet: Understanding Predictive Intelligence with Prophet Arena
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#717
Beyond Masks: Efficient, Flexible Diffusion Language Models via Deletion-Insertion Processes
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#718
LS-Merge: Merging Language Models in Latent Space
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#719
Let Features Decide Their Own Solvers: Hybrid Feature Caching for Diffusion Transformers
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#720
InfBaGel: Human-Object-Scene Interaction Generation with Dynamic Perception and Iterative Refinement
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#721
SCOPED: Score–Curvature Out-of-distribution Proximity Evaluator for Diffusion
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#722
Scaling Laws for Diffusion Transformers
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#723
Principled RL for Diffusion LLMs Emerges from a Sequence-Level Perspective
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#724
GAS: Improving Discretization of Diffusion ODEs via Generalized Adversarial Solver
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#725
Texture Vector-Quantization and Reconstruction Aware Prediction for Generative Super-Resolution
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#726
GneissWeb: Preparing High Quality Data for LLMs at Scale
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#826
Actions Speak Louder than Prompts: A Large-Scale Study of LLMs for Graph Inference
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#825
ReFusion: A Diffusion Large Language Model with Parallel Autoregressive Decoding
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#824
Curriculum Reinforcement Learning from Easy to Hard Tasks Improves LLM Reasoning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#823
ConfHit: Conformal Generative Design with Oracle-Free Guarantees
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#822
Discern Truth from Falsehood: Reducing Over-Refusal via Contrastive Refinement
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#821
Towards Sequence Modeling Alignment between Tokenizer and Autoregressive Model
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#820
Edit-Based Flow Matching for Temporal Point Processes
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#819
Fine-Tuning Diffusion Models via Intermediate Distribution Shaping
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#818
DualToken: Towards Unifying Visual Understanding and Generation with Dual Visual Vocabularies
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#817
TrajFlow: Nation-wide Pseudo GPS Trajectory Generation with Flow Matching Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#816
Reforming the Mechanism: Editing Reasoning Patterns in LLMs with Circuit Reshaping
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#815
Beyond Binary Rewards: Training LMs to Reason About Their Uncertainty
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#814
Universal Inverse Distillation for Matching Models with Real-Data Supervision (No GANs)
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#813
JointDiff: Bridging Continuous and Discrete in Multi-Agent Trajectory Generation
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#812
Flow Matching with Semidiscrete Couplings
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#811
Forward-Learned Discrete Diffusion: Learning how to noise to denoise faster
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#810
When Scores Learn Geometry: Rate Separations under the Manifold Hypothesis
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#809
HoloPart: Generative 3D Part Amodal Segmentation
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#808
Projected Coupled Diffusion for Test-Time Constrained Joint Generation
[
Slides]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#807
AdaBlock-dLLM: Semantic-Aware Diffusion LLM Inference via Adaptive Block Size
[
Slides]
[
Poster]
[
OpenReview]
Blog Track Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#806
Tracing the Principles Behind Modern Diffusion Models
[
OpenReview]
Blog Track Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#805
Diffusion as Infinite HVAEs: Do Diffusion Models Generalize Better than Deep VAEs?
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#804
OwlEye: Zero-Shot Learner for Cross-Domain Graph Data Anomaly Detection
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#803
Low-Rank Few-Shot Node Classification by Node-Level Graph Diffusion
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#802
Directional Sheaf Hypergraph Networks: Unifying Learning on Directed and Undirected Hypergraphs
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#801
Modality-free Graph In-context Alignment
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#901
WATS: Wavelet-Aware Temperature Scaling for Reliable Graph Neural Networks
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#902
HYPER: A Foundation Model for Inductive Link Prediction with Knowledge Hypergraphs
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#903
On Universality of Deep Equivariant Networks
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#904
One for Two: A Unified Framework for Imbalanced Graph Classification via Dynamic Balanced Prototype
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#905
Revisting Node Affinity Prediction In Temporal Graphs
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#906
Beyond Simple Graphs: Neural Multi-Objective Routing on Multigraphs
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#907
On the Interaction of Compressibility and Adversarial Robustness
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#909
When Flatness Does (Not) Guarantee Adversarial Robustness
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#910
On the Lipschitz Continuity of Set Aggregation Functions and Neural Networks for Sets
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#911
Mitigating Mismatch within Reference-based Preference Optimization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#917
MCP-SafetyBench: A Benchmark for Safety Evaluation of Large Language Models with Real-World MCP Servers
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#912
ICYM$^2$I: The illusion of multimodal informativeness under missingness
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#913
Enhancing Learning with Noisy Labels via Rockafellian Relaxation
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#915
DAG-Math: Graph-of-Thought Guided Mathematical Reasoning in LLMs
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#916
Probability Distributions Computed by Autoregressive Transformers
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#918
Statistical Advantage of Softmax Attention: Insights from Single-Location Regression
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#919
Fast Catch-Up, Late Switching: Optimal Batch Size Scheduling via Functional Scaling Laws
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#920
Pretrain–Test Task Alignment Governs Generalization in In-Context Learning
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#921
AIRE-Prune: Asymptotic Impulse-Response Energy for State Pruning in State Space Models
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#922
GenCtrl -- A Formal Controllability Toolkit for Generative Models
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#923
Fast Escape, Slow Convergence: Learning Dynamics of Phase Retrieval under Power-Law Data
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#924
Enabling True Global Perception in State Space Models for Visual Tasks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#925
DNT: a Deeply Normalized Transformer that can be trained by Momentum SGD
[
Slides]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#926
MathNet: A Global Multimodal Benchmark for Mathematical Reasoning and Retrieval
[
Slides]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1026
LSA: Layer-wise Sparsity Allocation for Large Language Model Pruning Based on Minimal Linear Reconstruction Error
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1025
ConvT3: Structured State Kernels for Convolutional State Space Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1024
MCPMark: A Benchmark for Stress-Testing Realistic and Comprehensive MCP Use
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1023
HUME: Measuring the Human-Model Performance Gap in Text Embedding Tasks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1022
The Devil behind the mask: An emergent safety vulnerability of Diffusion LLMs
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1021
Bayesian Evidence-Driven Prototype Evolution for Federated Domain Adaptation
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1019
Do We Really Need Permutations? Impact of Model Width on Linear Mode Connectivity
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1018
Think in Parallel, Answer as One: Logit Averaging for Open-Ended Reasoning
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1017
Decomposition of Concept-Level Rules in Visual Scenes
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1016
Understanding the Emergence of Seemingly Useless Features in Next-Token Predictors
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1015
Dynamic Chunking for End-to-End Hierarchical Sequence Modeling
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1014
Aligning Deep Implicit Preferences by Learning to Reason Defensively
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1013
Randomized Antipodal Search Done Right for Data Pareto Improvement of LLM Unlearning
[
Slides]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1011
Prune-then-Quantize or Quantize-then-Prune? Understanding the Impact of Compression Order in Joint Model Compression
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1209
Medical thinking with multiple images
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1010
TileLang: Bridge Programmability and Performance in Modern Neural Kernels
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1009
Predicting LLM Reasoning Performance with Small Proxy Model
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1008
Heads collapse, features stay: Why Replay needs big buffers
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1007
Children's Intelligence Tests Pose Challenges for MLLMs? KidGym: A 2D Grid-Based Reasoning Benchmark for MLLMs
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1006
TurboBoA: Faster and Exact Attention-aware Quantization without Backpropagation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1005
ToolWeaver: Weaving Collaborative Semantics for Scalable Tool Use in Large Language Models
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1004
ResearchRubrics: A Benchmark of Prompts and Rubrics For Evaluating Deep Research Agents
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1002
PiCa: Parameter-Efficient Fine-Tuning with Column Space Projection
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1001
GRADIEND: Feature Learning within Neural Networks Exemplified through Biases
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1101
VenusX: Unlocking Fine-Grained Functional Understanding of Proteins
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1102
SYNC: Measuring and Advancing Synthesizability in Structure-Based Drug Design
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1103
Reference-guided Policy Optimization for Molecular Optimization via LLM Reasoning
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1104
Constrained Diffusion for Protein Design with Hard Structural Constraints
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1105
MarS-FM: Generative Modeling of Molecular Dynamics via Markov State Models
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1106
MAC-AMP: A Closed-Loop Multi-Agent Collaboration System for Multi-Objective Antimicrobial Peptide Design
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1107
ATOM: A Pretrained Neural Operator for Multitask Molecular Dynamics
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1108
GeomMotif: A Benchmark for Arbitrary Geometric Preservation in Protein Generation
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1109
To Augment or Not to Augment? Diagnosing Distributional Symmetry Breaking
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1110
Rigidity-Aware Geometric Pretraining for Protein Design and Conformational Ensembles
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1111
GAGA: Gaussianity-Aware Gaussian Approximation for Efficient 3D Molecular Generation
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1112
Learning from the Electronic Structure of Molecules across the Periodic Table
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1113
Iterative Distillation for Reward-Guided Fine-Tuning of Diffusion Models in Biomolecular Design
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1114
Drugging the Undruggable: Benchmarking and Modeling Fragment-Based Screening
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1115
BioMD: All-atom Generative Model for Biomolecular Dynamics Simulation
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1116
Beyond Ensembles: Simulating All-Atom Protein Dynamics in a Learned Latent Space
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1118
Enhancing Diffusion-Based Sampling with Molecular Collective Variables
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1119
Orbital Transformers for Predicting Wavefunctions in Time-Dependent Density Functional Theory
[
Poster]
[
OpenReview]
Journal Track Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1120
Dynamics-inspired Structure Hallucination for Protein-protein Interaction Modeling
[
Poster]
Journal Track Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1121
LC-PLM: Long-context Protein Language Modeling Using Bidirectional Mamba with Shared Projection Layers
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1122
Extreme Weather Nowcasting via Local Precipitation Pattern Prediction
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1123
GeoFAR: Geography-Informed Frequency-Aware Super-Resolution for Climate Data
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1124
Glance and Focus Reinforcement for Pan-cancer Screening
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1125
OmniCT: Towards a Unified Slice-Volume LVLM for Comprehensive CT Analysis
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1126
A Resolution-Agnostic Geometric Transformer for Chromosome Modeling Using Inertial Frame
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1226
CARE: Towards Clinical Accountability in Multi-Modal Medical Reasoning with an Evidence-Grounded Agentic Framework
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1225
BAH Dataset for Ambivalence/Hesitancy Recognition in Videos for Digital Behavioural Change
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1224
AnesSuite: A Comprehensive Benchmark and Dataset Suite for Anesthesiology Reasoning in LLMs
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1223
Improving 2D Diffusion Models for 3D Medical Imaging with Inter‑Slice Consistent Stochasticity
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1222
CARL: Preserving Causal Structure in Representation Learning
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1221
Can SAEs reveal and mitigate racial biases of LLMs in healthcare?
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1220
Language Agents for Hypothesis-driven Clinical Decision Making with Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1219
Learning Self-Critiquing Mechanisms for Region-Guided Chest X-Ray Report Generation
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1218
From atom to space: A region-based readout function for spatial properties of materials
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1217
Physics-Constrained Fine-Tuning of Flow-Matching Models for Generation and Inverse Problems
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1216
From Cheap Geometry to Expensive Physics: A Physics-agnostic Pretraining Framework for Neural Operators
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1215
The False Promise of Zero-Shot Super-Resolution in Machine-Learned Operators
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1214
Bayesian Parameter Shift Rules in Variational Quantum Eigensolvers
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1213
HSG-12M: A Large-Scale Benchmark of Spatial Multigraphs from the Energy Spectra of Non-Hermitian Crystals
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1212
Advancing Universal Deep Learning for Electronic-Structure Hamiltonian Prediction of Materials
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1211
The Tutor-Pupil Augmentation: Enhancing Learning and Interpretability via Input Corrections
[
Slides]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1210
Deep Learning for Subspace Regression
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1208
CMPhysBench: A Benchmark for Evaluating Large Language Models in Condensed Matter Physics
[
Slides]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1207
ProRe: A Proactive Reward System for GUI Agents via Reasoner–Actor Collaboration
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1206
Actions as Language: Fine-Tuning VLMs into VLAs Without Catastrophic Forgetting
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1205
AnyTouch 2: General Optical Tactile Representation Learning For Dynamic Tactile Perception
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1204
Contractive Diffusion Policies
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1203
CitySeeker: How Do VLMs Explore Embodied Urban Navigation with Implicit Human Needs?
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1202
VLBiMan: Vision-Language Anchored One-Shot Demonstration Enables Generalizable Bimanual Robotic Manipulation
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1301
SpikePingpong: Spike Vision-based Fast-Slow Pingpong Robot System
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1302
Block-wise Adaptive Caching for Accelerating Diffusion Policy
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1303
Verifier-free Test-Time Sampling for Vision-Language-Action Models
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1304
Lifelong Embodied Navigation Learning
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1305
RoboInter: A Holistic Intermediate Representation Suite Towards Robotic Manipulation
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1306
OpenFly: A COMPREHENSIVE PLATFORM FOR AERIAL VISION-LANGUAGE NAVIGATION
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1307
Test-Time Mixture of World Models for Embodied Agents in Dynamic Environments
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1308
Masked Generative Policy for Robotic Control
[
Slides]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1309
Hybrid Training for Vision-Language-Action Models
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1310
HybridVLA: Collaborative Diffusion and Autoregression in a Unified Vision-Language-Action Model
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1311
MetaVLA: Unified Meta Co-Training for Efficient Embodied Adaptation
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1312
DataMIL: Selecting Data for Robot Imitation Learning with Datamodels
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1313
MomaGraph: State-Aware Unified Scene Graphs with Vision-Language Models for Embodied Task Planning
[
OpenReview]
Blog Track Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#2001
Budget Alignment: Making Models Reason in the User's Language
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1315
D-REX: Differentiable Real-to-Sim-to-Real Engine for Learning Dexterous Grasping
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1316
Neural Latent Arbitrary Lagrangian-Eulerian Grids for Fluid-Solid Interaction
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1317
Low Rank Transformer for Multivariate Time Series Anomaly Detection and Localization
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1318
Delta-XAI: A Unified Framework for Explaining Prediction Changes in Online Time Series Monitoring
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1319
CRONOS: Continuous time reconstruction for 4D medical longitudinal series
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1320
CTBench: Cryptocurrency Time Series Generation Benchmark
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1321
MMPD: Diverse Time Series Forecasting via Multi-Mode Patch Diffusion Loss
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1322
COSA: Context-aware Output-Space Adapter for Test-Time Adaptation in Time Series Forecasting
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1323
STORM: Synergistic Cross-Scale Spatio-Temporal Modeling for Weather Forecasting
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1324
SRT: Super-Resolution for Time Series via Disentangled Rectified Flow
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1325
ICDiffAD: Implicit Conditioning Diffusion Model for Time Series Anomaly Detection
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1326
Semantic-Enhanced Time-Series Forecasting via Large Language Models
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1426
Context parroting: A simple but tough-to-beat baseline for foundation models in scientific machine learning
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1425
Are Global Dependencies Necessary? Scalable Time Series Forecasting via Local Cross-Variate Modeling
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1424
CTC-DRO: Robust Optimization for Reducing Language Disparities in Speech Recognition
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1423
Demystifying Deep Search: A Holistic Evaluation with Hint-free Multi-Hop Questions and Factorised Metrics
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1422
PAMDP: Interact to Persona Alignment via a Partially Observable Markov Decision Process
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1421
PRISM: Festina Lente Proactivity—Risk-Sensitive, Uncertainty-Aware Deliberation for Proactive Agents
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1420
MoL: Adaptive Mixture-of-Length Reasoning for Efficient Question Answering with Context
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1419
Log-Augmented Generation: Scaling Test-Time Reasoning with Reusable Computation
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1418
RPM: Reasoning-Level Personalization for Black-Box Large Language Models
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1417
Stacked from One: Multi-Scale Self-Injection for Context Window Extension
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1416
VisCodex: Unified Multimodal Code Generation via Merging Vision and Coding Models
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1415
DrVoice: Parallel Speech-Text Voice Conversation Model via Dual-Resolution Speech Representations
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1414
Speech-to-LaTeX: New Models and Datasets for Converting Spoken Equations and Sentences
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1413
RLAD: Training LLMs to Discover Abstractions for Solving Reasoning Problems
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1412
FlowNIB: An Information Bottleneck Analysis of Bidirectional vs. Unidirectional Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1410
When Does Divide and Conquer Work for Long Context LLM? A Noise Decomposition Framework
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1409
Can Speech LLMs Think while Listening?
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1408
Fine-tuning Done Right in Model Editing
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1407
DirMoE: Dirichlet-Routed Mixture of Experts
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1406
MILCO: Learned Sparse Retrieval Across Languages via a Multilingual Connector
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1405
Tokenisation over Bounded Alphabets is Hard
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1404
DeepRAG: Thinking to Retrieve Step by Step for Large Language Models
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1403
TaskCraft: Automated Generation of Agentic Tasks
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1402
Learning Retrieval Models with Sparse Autoencoders
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1401
SongEcho: Towards Cover Song Generation via Instance-Adaptive Element-wise Linear Modulation
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1501
Group Verification-based Policy Optimization for Interactive Coding Agents
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1502
When Weak LLMs Speak with Confidence, Preference Alignment Gets Stronger
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1503
Same Content, Different Representations: A Controlled Study for Table QA
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#2013
Learning What Reinforcement Learning Can't: Interleaved Online Fine-Tuning for Hardest Questions
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1504
Process-Verified Reinforcement Learning for Theorem Proving via Lean
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1505
Multimodal Prompt Optimization: Why Not Leverage Multiple Modalities for MLLMs
[
Slides]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1506
ToolACE-MT: Non-Autoregressive Generation for Agentic Multi-Turn Interaction
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1507
XModBench: Benchmarking Cross-Modal Capabilities and Consistency in Omni-Language Models
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1508
Strategic Planning and Rationalizing on Trees Make LLMs Better Debaters
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1509
Beyond the Known: An Unknown-Aware Large Language Model for Open-Set Text Classification
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1510
MARS-Sep: Multimodal-Aligned Reinforced Sound Separation
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1511
Incentivizing Agentic Reasoning in LLM Judges via Tool-Integrated Reinforcement Learning
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1512
Token-Based Audio Inpainting via Discrete Diffusion
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1513
R-Zero: Self-Evolving Reasoning LLM from Zero Data
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1514
TASTE: Text-Aligned Speech Tokenization and Embedding for Spoken Language Modeling
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1515
PuzzleWorld: A Benchmark for Multimodal, Open-Ended Reasoning in Puzzlehunts
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1516
STITCH: Simultaneous Thinking and Talking with Chunked Reasoning for Spoken Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1517
BrowseNet: Graph-Based Associative Memory for Contextual Information Retrieval
[
Poster]
[
OpenReview]
Blog Track Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1518
UnigramLM: An Attempt at Writing The Missing Manual
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1519
Decoding Dynamic Visual Experience from Calcium Imaging via Cell-Pattern-Aware Pretraining
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1520
Modeling Others' Minds as Code
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1521
Continuous multinomial logistic regression for neural decoding
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1715
CloDS: Visual-Only Unsupervised Cloth Dynamics Learning in Unknown Conditions
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1522
Otters: An Energy-Efficient Spiking Transformer via Optical Time-to-First-Spike Encoding
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1523
Towards Lossless Memory-efficient Training of Spiking Neural Networks via Gradient Checkpointing and Spike Compression
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1524
Neural Dynamics Self-Attention for Spiking Transformers
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1525
Decoding Open-Ended Information Seeking Goals from Eye Movements in Reading
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1526
Using Reinforcement Learning to Train Large Language Models to Explain Human Decisions
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1626
TRIBE: TRImodal Brain Encoder for whole-brain fMRI response prediction
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1625
Neuro-Symbolic Decoding of Neural Activity
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1624
A Hierarchical Circuit Symbolic Discovery Framework for Efficient Logic Optimization
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1623
Training Deep Normalization-Free Spiking Neural Networks with Lateral Inhibition
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1201
Read the Room: Video Social Reasoning with Mental-Physical Causal Chains
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1621
LaVCa: LLM-assisted Visual Cortex Captioning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1620
Homeostatic Adaptation of Optimal Population Codes under Metabolic Stress
[
Slides]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1619
Bidirectional Predictive Coding
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1618
ECHO: Toward Contextual Seq2Seq Paradigms in Large EEG Models
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1617
CaRe-BN: Precise Moving Statistics for Stabilizing Spiking Neural Networks in Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1616
SAFA-SNN: Sparsity-Aware On-Device Few-Shot Class-Incremental Learning with Fast-Adaptive Structure of Spiking Neural Network
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1615
Meta-Learning Theory-Informed Inductive Biases using Deep Kernel Gaussian Processes
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1614
InputDSA: Demixing, then comparing recurrent and externally driven dynamics
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1613
MindMix: A Multimodal Foundation Model for Auditory Perception Decoding via Deep Neural-Acoustic Alignment
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1612
From Reproduction to Replication: Evaluating Research Agents with Progressive Code Masking
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1611
Agnostics: Learning to Synthesize Code in Any Programming Language with a Universal Reinforcement Learning Environment
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1610
Virne: A Comprehensive Benchmark for RL-based Network Resource Allocation in NFV
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1609
AlphaBench: Benchmarking Large Language Models in Formulaic Alpha Factor Mining
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1608
Human Behavior Atlas: Benchmarking Unified Psychological And Social Behavior Understanding
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1607
MobileKGQA: On-Device KGQA System on Dynamic Mobile Environments
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1606
AutoGPS: Automated Geometry Problem Solving via Multimodal Formalization and Deductive Reasoning
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1605
ELLMob: Event-Driven Human Mobility Generation with Self-Aligned LLM Framework
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1604
AVEX: What Matters for Animal Vocalization Encoding
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1603
EXP-Bench: Can AI Conduct AI Research Experiments?
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1602
Go-Browse: Training Web Agents with Structured Exploration
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1601
SMAN-Bench: A Cross-System Benchmark for Mobile Agents under Single- and Multi-path, Ambiguous, and Noisy Tasks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1701
Prior-aware and Context-guided Group Sampling for Active Probabilistic Subsampling
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1702
Towards a Foundation Model for Crowdsourced Label Aggregation
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1703
AgentSynth: Scalable Task Generation for Generalist Computer-Use Agents
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1704
NetArena: Dynamic Benchmarks for AI Agents in Network Automation
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1705
Grounding Computer Use Agents on Human Demonstrations
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1706
Pruning Long Chain-of-Thought of Large Reasoning Models via Small-Scale Preference Optimization
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1707
Characterizing Deep Research: A Benchmark and Formal Definition
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1708
RAVEN: End-to-end Equivariant Robot Learning with RGB Cameras
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1709
Incorporating Expert Priors into Bayesian Optimization via Dynamic Mean Decay
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1710
A Noise is Worth Diffusion Guidance
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1711
Improving Diffusion Models for Class-imbalanced Training Data via Capacity Manipulation
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1712
Random Policy Valuation is Enough for LLM Reasoning with Verifiable Rewards
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1713
Closing the Safety Gap: Surgical Concept Erasure in Visual Autoregressive Models
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1714
AMLRIS: Alignment-aware Masked Learning for Referring Image Segmentation
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1716
Reducing Belief Deviation in Reinforcement Learning for Active Reasoning of LLM Agents
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1717
Ensembling Pruned Attention Heads For Uncertainty-Aware Efficient Transformers
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1718
MME-Emotion: A Holistic Evaluation Benchmark for Emotional Intelligence in Multimodal Large Language Models
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1719
Scaling Synthetic Task Generation for Agents via Exploration
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1720
An Open-Ended Benchmark and Formal Framework for Adjuvant Research with MLLM
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1721
PROS: Towards Compute-Efficient RLVR via Rollout Prefix Reuse
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1723
AC-Sampler: Accelerate and Correct Diffusion Sampling with Metropolis-Hastings Algorithm
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1724
PACE: Pretrained Audio Continual Learning
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1824
Nano3D: A Training-Free Approach for Efficient 3D Editing Without Masks
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1823
Decoupled DMD: CFG Augmentation as the Spear, Distribution Matching as the Shield
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1822
PAT3D: Physics-Augmented Text-to-3D Scene Generation
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1821
MAGO: Beyond Fixed Hyperparameters with Multi-Objective Pareto Optimization for Hybrid LLM Reasoning
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1820
Learn to Reason Efficiently with Adaptive Length-based Reward Shaping
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1819
GDPval: Evaluating AI Model Performance on Real-World Economically Valuable Tasks
[
Slides]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1818
Transformers with Endogenous In-Context Learning: Bias Characterization and Mitigation
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1817
Conformalized Hierarchical Calibration for Uncertainty-Aware Adaptive Hashing
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1816
Online Navigation Refinement: Achieving Lane-Level Guidance by Associating Standard-Definition and Online Perception Maps
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1815
Hierarchical Value-Decomposed Offline Reinforcement Learning for Whole-Body Control
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1814
DARE-bench: Evaluating Modeling and Instruction Fidelity of LLMs in Data Science
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1813
DeAltHDR: Learning HDR Video Reconstruction from Degraded Alternating Exposure Sequences
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1812
PhyScensis: Physics-Augmented LLM Agents for Complex Physical Scene Arrangement
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1811
SketchThinker-R1: Towards Efficient Sketch-Style Reasoning in Large Multimodal Models
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1810
Dynamic Speculative Agent Planning
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1809
GarmentGPT: Compositional Garment Pattern Generation via Discrete Latent Tokenization
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1808
SGD with Adaptive Preconditioning: Unified Analysis and Momentum Acceleration
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1807
ASTGI: Adaptive Spatio-Temporal Graph Interactions for Irregular Multivariate Time Series Forecasting
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1806
DeLiVR: Differential Spatiotemporal Lie Bias for Efficient Video Deraining
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1805
Optimal Brain Restoration for Joint Quantization and Sparsification of LLMs
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1804
Frequency-aware Dynamic Gaussian Splatting
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1803
SceneCOT: Eliciting Grounded Chain-of-Thought Reasoning in 3D Scenes
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1802
Huxley-G\"odel Machine: Human-Level Coding Agent Development by an Approximation of the Optimal Self-Improving Machine
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1801
Less Gaussians, Texture More: 4K Feed-Forward Textured Splatting
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1901
No, of Course I Can! Deeper Fine-Tuning Attacks That Bypass Token-Level Safety Mechanisms
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1902
NarrLV: Towards a Comprehensive Narrative-Centric Evaluation for Long Video Generation
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1903
Long-Context Generalization with Sparse Attention
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1904
RAIN-Merging: A Gradient-Free Method to Enhance Instruction Following in Large Reasoning Models with Preserved Thinking Format
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1905
SWERank: Software Issue Localization with Code Ranking
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1906
Let's Explore Step by Step: Generating Provable Formal Statements with Deductive Exploration
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1907
HippoTune: A Hippocampal Associative Loop–Inspired Fine-Tuning Method for Continual Learning
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1908
Taming Imperfect Process Verifiers: A Sampling Perspective on Backtracking
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1909
TP-Spikformer: Token Pruned Spiking Transformer
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1910
WorldSplat: Gaussian-Centric Feed-Forward 4D Scene Generation for Autonomous Driving
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1911
Pre-training LLM without Learning Rate Decay Enhances Supervised Fine-Tuning
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1912
Intrinsic training dynamics of deep neural networks
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1913
Depth Anything with Any Prior
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1914
SpeechJudge: Towards Human-Level Judgment for Speech Naturalness
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1915
Distribution-informed Online Conformal Prediction
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1916
DiffTrans: Differentiable Geometry-Materials Decomposition for Reconstructing Transparent Objects
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1917
ByteFlow: Language Modeling through Adaptive Byte Compression without a Tokenizer
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1918
LLM-JEPA: Large Language Models Meet Joint Embedding Predictive Architectures
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1919
Flow Straight and Fast in Hilbert Space: Functional Rectified Flow
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1920
Multi-Domain Riemannian Graph Gluing for Building Graph Foundation Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1921
MANZANO: A Simple and Scalable Unified Multimodal Model with a Hybrid Vision Tokenizer
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1922
KVComm: Enabling Efficient LLM Communication through Selective KV Sharing
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1923
DAComp: Benchmarking Data Agents across the Full Data Intelligence Lifecycle
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#1924
Learning to Reason for Hallucination Span Detection
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#2024
AlignSep: Temporally-Aligned Video-Queried Sound Separation with Flow Matching
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#2023
Paper Copilot: Tracking the Evolution of Peer Review in AI Conferences
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#2022
Learning to Recall with Transformers Beyond Orthogonal Embeddings
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#2021
Learning-Time Encoding Shapes Unlearning in LLMs
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#2020
Towards Safe and Optimal Online Bidding: A Modular Look-ahead Lyapunov Framework
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#2019
CARPRT: Class-Aware Zero-Shot Prompt Reweighting for Vision-Language Model
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#2018
SPICE: Submodular Penalized Information–Conflict Selection for Efficient Large Language Model Training
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#2017
Missingness Bias Calibration in Feature Attribution Explanations
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#2016
LaTo: Landmark-tokenized Diffusion Transformer for Fine-grained Human Face Editing
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#2015
Goal-Aware Identification and Rectification of Misinformation in Multi-Agent Systems
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#2014
HFSTI-Net: Hierarchical Frequency-spatial-temporal Interactions for Video Polyp Segmentation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#2012
R1-Reward: Training Multimodal Reward Model Through Stable Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#2011
Spatial Structure and Selective Text Jointly Facilitate Image Clustering
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#2010
Distributionally Robust Cooperative Multi-agent Reinforcement Learning with Value Factorization
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#2009
Achieving Olympia-Level Geometry Large Language Model Agent via Complexity Boosting Reinforcement Learning
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#2008
Asymmetric Proximal Policy Optimization: mini-critics boost LLM reasoning
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#2007
ChinaTravel: An Open-Ended Travel Planning Benchmark with Compositional Constraint Validation for Language Agents
[
OpenReview]
Blog Track Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#2006
Loneliness as a Case Study for Social Reward Misalignment
[
OpenReview]
Journal Track Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) @ Pavilion 3 P3-#2005
Information Theoretic Guarantees For Policy Alignment In Large Language Models
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