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Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #606
Directional Gradient Projection for Robust Fine-Tuning of Foundation Models
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Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #9
Multi-domain Distribution Learning for De Novo Drug Design
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Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #487
LiFT: Learning to Fine-Tune via Bayesian Parameter Efficient Meta Fine-Tuning
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Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #505
Do LLMs estimate uncertainty well in instruction-following?
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Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #256
Chain-of-Thought Provably Enables Learning the (Otherwise) Unlearnable
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OpenReview]
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Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #629
nGPT: Normalized Transformer with Representation Learning on the Hypersphere
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Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #475
PhysPDE: Rethinking PDE Discovery and a Physical HYpothesis Selection Benchmark
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Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #172
Diffusion Transformers for Tabular Data Time Series Generation
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Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #165
ImageFolder: Autoregressive Image Generation with Folded Tokens
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Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #584
Simplifying, Stabilizing and Scaling Continuous-time Consistency Models
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Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #138
Accelerating neural network training: An analysis of the AlgoPerf competition
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Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #421
Efficient Residual Learning with Mixture-of-Experts for Universal Dexterous Grasping
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Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #39
Cross-Embodiment Dexterous Grasping with Reinforcement Learning
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Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #186
Do You Keep an Eye on What I Ask? Mitigating Multimodal Hallucination via Attention-Guided Ensemble Decoding
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Blog Track Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #48
Lost in Prediction: Why Social Media Narratives Don't Help Macroeconomic Forecasting?
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Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #85
TetSphere Splatting: Representing High-Quality Geometry with Lagrangian Volumetric Meshes
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Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #486
LoCA: Location-Aware Cosine Adaptation for Parameter-Efficient Fine-Tuning
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Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #521
Navigating Neural Space: Revisiting Concept Activation Vectors to Overcome Directional Divergence
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Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #38
Towards Realistic UAV Vision-Language Navigation: Platform, Benchmark, and Methodology
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Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #369
Adversarial Mixup Unlearning
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Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #492
Deep Linear Probe Generators for Weight Space Learning
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Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #313
OmniKV: Dynamic Context Selection for Efficient Long-Context LLMs
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Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #216
From Commands to Prompts: LLM-based Semantic File System for AIOS
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Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #179
Discrete Diffusion Schrödinger Bridge Matching for Graph Transformation
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Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #371
NExUME: Adaptive Training and Inference for DNNs under Intermittent Power Environments
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Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #357
What Does It Mean to Be a Transformer? Insights from a Theoretical Hessian Analysis
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Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #449
Almost Optimal Batch-Regret Tradeoff for Batch Linear Contextual Bandits
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Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #143
OSTQuant: Refining Large Language Model Quantization with Orthogonal and Scaling Transformations for Better Distribution Fitting
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Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #422
MrSteve: Instruction-Following Agents in Minecraft with What-Where-When Memory
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Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #535
PAD: Personalized Alignment of LLMs at Decoding-time
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Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #411
Federated $Q$-Learning with Reference-Advantage Decomposition: Almost Optimal Regret and Logarithmic Communication Cost
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Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #36
Bootstrapping Language-Guided Navigation Learning with Self-Refining Data Flywheel
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Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #212
Do Large Language Models Truly Understand Geometric Structures?
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Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #127
Self-Supervised Diffusion MRI Denoising via Iterative and Stable Refinement
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Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #464
Causal Graph Transformer for Treatment Effect Estimation Under Unknown Interference
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Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #373
Weak-to-Strong Generalization Through the Data-Centric Lens
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Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #104
GenVP: Generating Visual Puzzles with Contrastive Hierarchical VAEs
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Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #116
MotionDreamer: One-to-Many Motion Synthesis with Localized Generative Masked Transformer
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Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #437
DynaPrompt: Dynamic Test-Time Prompt Tuning
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Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #69
SAM-CP: Marrying SAM with Composable Prompts for Versatile Segmentation
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Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #178
Lightning-Fast Image Inversion and Editing for Text-to-Image Diffusion Models
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Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #240
STAFF: Speculative Coreset Selection for Task-Specific Fine-tuning
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Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #65
CBraMod: A Criss-Cross Brain Foundation Model for EEG Decoding
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Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #608
PortLLM: Personalizing Evolving Large Language Models with Training-Free and Portable Model Patches
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Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #233
Interactive Speculative Planning: Enhance Agent Efficiency through Co-design of System and User Interface
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Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #286
PerturboLLaVA: Reducing Multimodal Hallucinations with Perturbative Visual Training
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Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #527
Robust Watermarking Using Generative Priors Against Image Editing: From Benchmarking to Advances
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Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #366
A-Bench: Are LMMs Masters at Evaluating AI-generated Images?
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Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #615
MME-RealWorld: Could Your Multimodal LLM Challenge High-Resolution Real-World Scenarios that are Difficult for Humans?
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Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #30
SimXRD-4M: Big Simulated X-ray Diffraction Data and Crystal Symmetry Classification Benchmark
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Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #361
Sharpness-Aware Minimization Efficiently Selects Flatter Minima Late In Training
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Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #226
ToolACE: Winning the Points of LLM Function Calling
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Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #115
ImDy: Human Inverse Dynamics from Imitated Observations
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Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #319
HarmAug: Effective Data Augmentation for Knowledge Distillation of Safety Guard Models
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Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #640
Feature Averaging: An Implicit Bias of Gradient Descent Leading to Non-Robustness in Neural Networks
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Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #88
What Matters When Repurposing Diffusion Models for General Dense Perception Tasks?
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Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #265
Magpie: Alignment Data Synthesis from Scratch by Prompting Aligned LLMs with Nothing
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Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #32
Active Learning for Neural PDE Solvers
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Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #377
Solving hidden monotone variational inequalities with surrogate losses
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Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #215
HELMET: How to Evaluate Long-context Models Effectively and Thoroughly
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Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #506
Selective Unlearning via Representation Erasure Using Domain Adversarial Training
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Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #458
Learning a Fast Mixing Exogenous Block MDP using a Single Trajectory
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Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #539
Scaling Speech-Text Pre-training with Synthetic Interleaved Data
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Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #427
Residual Deep Gaussian Processes on Manifolds
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Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #2
Chemistry-Inspired Diffusion with Non-Differentiable Guidance
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Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #572
MMQA: Evaluating LLMs with Multi-Table Multi-Hop Complex Questions
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Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #624
CofCA: A STEP-WISE Counterfactual Multi-hop QA benchmark
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Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #63
Conditional Diffusion with Ordinal Regression: Longitudinal Data Generation for Neurodegenerative Disease Studies
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Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #213
Chain-of-Action: Faithful and Multimodal Question Answering through Large Language Models
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Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #154
Denoising Task Difficulty-based Curriculum for Training Diffusion Models
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Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #574
Interpreting the Second-Order Effects of Neurons in CLIP
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Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #382
A Deep Generative Learning Approach for Two-stage Adaptive Robust Optimization
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Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #80
Visually Consistent Hierarchical Image Classification
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Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #484
TSC-Net: Prediction of Pedestrian Trajectories by Trajectory-Scene-Cell Classification
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Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #354
Learning Mask Invariant Mutual Information for Masked Image Modeling
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Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #273
MrT5: Dynamic Token Merging for Efficient Byte-level Language Models
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Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #631
Neural Spacetimes for DAG Representation Learning
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Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #188
Training-Free Message Passing for Learning on Hypergraphs
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Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #160
Manifolds, Random Matrices and Spectral Gaps: The geometric phases of generative diffusion
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Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #436
Robust Feature Learning for Multi-Index Models in High Dimensions
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Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #601
Second-Order Fine-Tuning without Pain for LLMs: A Hessian Informed Zeroth-Order Optimizer
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Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #406
Bootstrapped Model Predictive Control
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Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #114
MotionAura: Generating High-Quality and Motion Consistent Videos using Discrete Diffusion
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Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #58
MetaMetrics: Calibrating Metrics for Generation Tasks Using Human Preferences
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Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #431
Conformalized Survival Analysis for General Right-Censored Data
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Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #561
The Foundations of Tokenization: Statistical and Computational Concerns
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Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #625
Protecting against simultaneous data poisoning attacks
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Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #173
Precise Parameter Localization for Textual Generation in Diffusion Models
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Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #460
Optimal Protocols for Continual Learning via Statistical Physics and Control Theory
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Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #300
Enhancing Graph Of Thought: Enhancing Prompts with LLM Rationales and Dynamic Temperature Control
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Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #404
Towards General-Purpose Model-Free Reinforcement Learning
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Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #423
Leveraging Sub-Optimal Data for Human-in-the-Loop Reinforcement Learning
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Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #333
A Simple Framework for Open-Vocabulary Zero-Shot Segmentation
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Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #75
Weakly-Supervised Affordance Grounding Guided by Part-Level Semantic Priors
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Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #35
LASeR: Towards Diversified and Generalizable Robot Design with Large Language Models
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Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #264
Should VLMs be Pre-trained with Image Data?
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Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #499
Examining Alignment of Large Language Models through Representative Heuristics: the case of political stereotypes
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Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #309
Knowledge Localization: Mission Not Accomplished? Enter Query Localization!
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Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #530
ETA: Evaluating Then Aligning Safety of Vision Language Models at Inference Time
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Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #384
Optimization by Parallel Quasi-Quantum Annealing with Gradient-Based Sampling
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Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #329
Exploring the Effectiveness of Object-Centric Representations in Visual Question Answering: Comparative Insights with Foundation Models
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Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #562
S4M: S4 for multivariate time series forecasting with Missing values
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Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #110
Controllable Blur Data Augmentation Using 3D-Aware Motion Estimation
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Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #410
ComaDICE: Offline Cooperative Multi-Agent Reinforcement Learning with Stationary Distribution Shift Regularization
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Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #288
When LLMs Play the Telephone Game: Cultural Attractors as Conceptual Tools to Evaluate LLMs in Multi-turn Settings
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Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #223
Logically Consistent Language Models via Neuro-Symbolic Integration
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Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #430
Score-based free-form architectures for high-dimensional Fokker-Planck equations
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Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #391
Vertical Federated Learning with Missing Features During Training and Inference
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Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #374
Deep Weight Factorization: Sparse Learning Through the Lens of Artificial Symmetries
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Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #593
Value-Incentivized Preference Optimization: A Unified Approach to Online and Offline RLHF
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Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #196
Higher-Order Graphon Neural Networks: Approximation and Cut Distance
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Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #355
Efficient Distribution Matching of Representations via Noise-Injected Deep InfoMax
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Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #362
Training Neural Networks as Recognizers of Formal Languages
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Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #259
KaSA: Knowledge-Aware Singular-Value Adaptation of Large Language Models
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Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #23
PhysBench: Benchmarking and Enhancing Vision-Language Models for Physical World Understanding
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Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #269
The Belief State Transformer
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Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #511
Interpreting Language Reward Models via Contrastive Explanations
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Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #359
Deep Networks Learn Features From Local Discontinuities in the Label Function
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Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #554
Vision and Language Synergy for Rehearsal Free Continual Learning
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Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #311
Composable Interventions for Language Models
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Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #94
Graph-based Document Structure Analysis
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Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #394
On Scaling Up 3D Gaussian Splatting Training
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Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #275
GraphArena: Evaluating and Exploring Large Language Models on Graph Computation
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Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #372
Find A Winning Sign: Sign Is All We Need to Win the Lottery
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Slides]
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Poster]
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OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #463
Recovery of Causal Graph Involving Latent Variables via Homologous Surrogates
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Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #342
Understanding and Enhancing the Transferability of Jailbreaking Attacks
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Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #79
Compositional 4D Dynamic Scenes Understanding with Physics Priors for Video Question Answering
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #468
Instance-dependent Early Stopping
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Slides]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #272
TypedThinker: Diversify Large Language Model Reasoning with Typed Thinking
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #501
PFGuard: A Generative Framework with Privacy and Fairness Safeguards
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Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #559
HG-Adapter: Improving Pre-Trained Heterogeneous Graph Neural Networks with Dual Adapters
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #346
Support is All You Need for Certified VAE Training
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #156
Robust Barycenter Estimation using Semi-Unbalanced Neural Optimal Transport
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Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #252
Eliciting Human Preferences with Language Models
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Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #98
What Makes a Maze Look Like a Maze?
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Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #433
Identifying latent state transitions in non-linear dynamical systems
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OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #510
Adversarial Search Engine Optimization for Large Language Models
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Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #175
Overcoming False Illusions in Real-World Face Restoration with Multi-Modal Guided Diffusion Model
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Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #429
Variance-Reducing Couplings for Random Features
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #560
Geometry of Neural Reinforcement Learning in Continuous State and Action Spaces
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #197
Relation-Aware Diffusion for Heterogeneous Graphs with Partially Observed Features
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #322
Exact Byte-Level Probabilities from Tokenized Language Models for FIM-Tasks and Model Ensembles
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Slides]
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Poster]
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OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #152
Automated Filtering of Human Feedback Data for Aligning Text-to-Image Diffusion Models
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Slides]
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Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #356
On Discriminative Probabilistic Modeling for Self-Supervised Representation Learning
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Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #145
PADRe: A Unifying Polynomial Attention Drop-in Replacement for Efficient Vision Transformer
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Slides]
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Poster]
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OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #118
Gaussian Splatting Lucas-Kanade
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Slides]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #531
Surgical, Cheap, and Flexible: Mitigating False Refusal in Language Models via Single Vector Ablation
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OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #66
Brain Bandit: A Biologically Grounded Neural Network for Efficient Control of Exploration
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Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #395
MAST: model-agnostic sparsified training
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #537
Iterative Label Refinement Matters More than Preference Optimization under Weak Supervision
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Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #495
Uncovering Gaps in How Humans and LLMs Interpret Subjective Language
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #107
Fast Training of Sinusoidal Neural Fields via Scaling Initialization
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #93
CogCoM: A Visual Language Model with Chain-of-Manipulations Reasoning
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #21
Learning-Augmented Search Data Structures
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #56
Improving Unsupervised Constituency Parsing via Maximizing Semantic Information
[
Slides]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #619
ANaGRAM: A Natural Gradient Relative to Adapted Model for efficient PINNs learning
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #618
Efficient Top-m Data Values Identification for Data Selection
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #418
Learning to Search from Demonstration Sequences
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Slides]
[
Poster]
[
OpenReview]
Blog Track Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #541
A Curious Case of the Missing Measure: Better Scores and Worse Generation
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #472
Exploiting Distribution Constraints for Scalable and Efficient Image Retrieval
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #84
ViSAGe: Video-to-Spatial Audio Generation
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Slides]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #358
UniGEM: A Unified Approach to Generation and Property Prediction for Molecules
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Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #246
Harnessing Webpage UIs for Text-Rich Visual Understanding
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #440
Re-evaluating Open-ended Evaluation of Large Language Models
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Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #53
ImpScore: A Learnable Metric For Quantifying The Implicitness Level of Sentences
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Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #626
ConvCodeWorld: Benchmarking Conversational Code Generation in Reproducible Feedback Environments
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Slides]
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Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #634
Towards Neural Scaling Laws for Time Series Foundation Models
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Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #635
On the Modeling Capabilities of Large Language Models for Sequential Decision Making
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #620
Learning Causal Alignment for Reliable Disease Diagnosis
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #54
YouTube-SL-25: A Large-Scale, Open-Domain Multilingual Sign Language Parallel Corpus
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Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #305
On the Optimization Landscape of Low Rank Adaptation Methods for Large Language Models
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Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #597
Correlation and Navigation in the Vocabulary Key Representation Space of Language Models
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #563
OPTAMI: Global Superlinear Convergence of High-order Methods
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #296
ComLoRA: A Competitive Learning Approach for Enhancing LoRA
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Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #297
HeadMap: Locating and Enhancing Knowledge Circuits in LLMs
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Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #491
Modeling Unseen Environments with Language-guided Composable Causal Components in Reinforcement Learning
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Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #576
VL-Cache: Sparsity and Modality-Aware KV Cache Compression for Vision-Language Model Inference Acceleration
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Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #87
SplatFormer: Point Transformer for Robust 3D Gaussian Splatting
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Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #168
Denoising Levy Probabilistic Models
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #111
Efficient Neuron Segmentation in Electron Microscopy by Affinity-Guided Queries
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #424
Interpreting Emergent Planning in Model-Free Reinforcement Learning
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Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #401
DeepLTL: Learning to Efficiently Satisfy Complex LTL Specifications for Multi-Task RL
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #141
FlashRNN: I/O-Aware Optimization of Traditional RNNs on modern hardware
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #31
VAE-Var: Variational Autoencoder-Enhanced Variational Methods for Data Assimilation in Meteorology
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OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #345
Optimizing importance weighting in the presence of sub-population shifts
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Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #205
TAU-106K: A New Dataset for Comprehensive Understanding of Traffic Accident
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Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #99
Framer: Interactive Frame Interpolation
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #415
Discrete Codebook World Models for Continuous Control
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #129
Contextual Self-paced Learning for Weakly Supervised Spatio-Temporal Video Grounding
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #409
Toward Exploratory Inverse Constraint Inference with Generative Diffusion Verifiers
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #221
Inference Optimal VLMs Need Fewer Visual Tokens and More Parameters
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #544
Improved Diffusion-based Generative Model with Better Adversarial Robustness
[
Slides]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #388
SINGER: Stochastic Network Graph Evolving Operator for High Dimensional PDEs
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #637
Learning General-purpose Biomedical Volume Representations using Randomized Synthesis
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #26
Regularized Proportional Fairness Mechanism for Resource Allocation Without Money
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #500
Forte : Finding Outliers with Representation Typicality Estimation
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #438
Revisiting Source-Free Domain Adaptation: a New Perspective via Uncertainty Control
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Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #633
Robustness Inspired Graph Backdoor Defense
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #92
R2Det: Exploring Relaxed Rotation Equivariance in 2D Object Detection
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #184
A Spark of Vision-Language Intelligence: 2-Dimensional Autoregressive Transformer for Efficient Finegrained Image Generation
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Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #344
Inverse Scaling: When Bigger Isn't Better
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #47
Dynamic-SUPERB Phase-2: A Collaboratively Expanding Benchmark for Measuring the Capabilities of Spoken Language Models with 180 Tasks
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #134
VLMaterial: Procedural Material Generation with Large Vision-Language Models
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #396
SMI-Editor: Edit-based SMILES Language Model with Fragment-level Supervision
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #596
On Disentangled Training for Nonlinear Transform in Learned Image Compression
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #103
GTR: Improving Large 3D Reconstruction Models through Geometry and Texture Refinement
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Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #450
ADAM Optimization with Adaptive Batch Selection
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #528
Bad-PFL: Exploiting Backdoor Attacks against Personalized Federated Learning
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Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #258
Measuring And Improving Persuasiveness Of Large Language Models
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #547
KooNPro: A Variance-Aware Koopman Probabilistic Model Enhanced by Neural Process for Time Series Forecasting
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Poster]
[
OpenReview]
Blog Track Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #208
Intricacies of Feature Geometry in Large Language Models
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #76
MIM-Refiner: A Contrastive Learning Boost from Intermediate Pre-Trained Masked Image Modeling Representations
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Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #95
Weakly Supervised Video Scene Graph Generation via Natural Language Supervision
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #318
PALMBENCH: A COMPREHENSIVE BENCHMARK OF COMPRESSED LARGE LANGUAGE MODELS ON MOBILE PLATFORMS
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #140
MambaQuant: Quantizing the Mamba Family with Variance Aligned Rotation Methods
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #393
Local Steps Speed Up Local GD for Heterogeneous Distributed Logistic Regression
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #517
Exact Computation of Any-Order Shapley Interactions for Graph Neural Networks
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #363
The Unreasonable Ineffectiveness of the Deeper Layers
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #139
Adapt-$\infty$: Scalable Continual Multimodal Instruction Tuning via Dynamic Data Selection
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #227
RaSA: Rank-Sharing Low-Rank Adaptation
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #149
Be More Diverse than the Most Diverse: Optimal Mixtures of Generative Models via Mixture-UCB Bandit Algorithms
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Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #174
Simple Guidance Mechanisms for Discrete Diffusion Models
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #381
Does SGD really happen in tiny subspaces?
[
Slides]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #408
Towards Empowerment Gain through Causal Structure Learning in Model-Based Reinforcement Learning
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #61
SiReRAG: Indexing Similar and Related Information for Multihop Reasoning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #549
Self-Boosting Large Language Models with Synthetic Preference Data
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #181
Block Diffusion: Interpolating Between Autoregressive and Diffusion Language Models
[
Slides]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #338
NoVo: Norm Voting off Hallucinations with Attention Heads in Large Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #522
Breaking Free from MMI: A New Frontier in Rationalization by Probing Input Utilization
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #210
VILA-U: a Unified Foundation Model Integrating Visual Understanding and Generation
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #28
Generating Physical Dynamics under Priors
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #214
Monet: Mixture of Monosemantic Experts for Transformers
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #90
Refine-by-Align: Reference-Guided Artifacts Refinement through Semantic Alignment
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #343
Aligned Datasets Improve Detection of Latent Diffusion-Generated Images
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #224
xFinder: Large Language Models as Automated Evaluators for Reliable Evaluation
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #266
RAG-DDR: Optimizing Retrieval-Augmented Generation Using Differentiable Data Rewards
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #545
Discovering Temporally Compositional Neural Manifolds with Switching Infinite GPFA
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #306
VOILA: Evaluation of MLLMs For Perceptual Understanding and Analogical Reasoning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #514
Self-Introspective Decoding: Alleviating Hallucinations for Large Vision-Language Models
[
Slides]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #105
Scalable Benchmarking and Robust Learning for Noise-Free Ego-Motion and 3D Reconstruction from Noisy Video
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #5
ShEPhERD: Diffusing shape, electrostatics, and pharmacophores for bioisosteric drug design
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #520
From Search to Sampling: Generative Models for Robust Algorithmic Recourse
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #551
Temporal Flexibility in Spiking Neural Networks: Towards Generalization Across Time Steps and Deployment Friendliness
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #241
Determine-Then-Ensemble: Necessity of Top-k Union for Large Language Model Ensembling
[
Slides]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #45
Flow Matching with Gaussian Process Priors for Probabilistic Time Series Forecasting
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #476
Scalable Universal T-Cell Receptor Embeddings from Adaptive Immune Repertoires
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #453
DPaI: Differentiable Pruning at Initialization with Node-Path Balance Principle
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #295
Investigating the Pre-Training Dynamics of In-Context Learning: Task Recognition vs. Task Learning
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #627
UniCBE: An Uniformity-driven Comparing Based Evaluation Framework with Unified Multi-Objective Optimization
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #260
Progressive Mixed-Precision Decoding for Efficient LLM Inference
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #603
DeepTAGE: Deep Temporal-Aligned Gradient Enhancement for Optimizing Spiking Neural Networks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #533
Dysca: A Dynamic and Scalable Benchmark for Evaluating Perception Ability of LVLMs
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #83
CityAnchor: City-scale 3D Visual Grounding with Multi-modality LLMs
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #121
MMR: A Large-scale Benchmark Dataset for Multi-target and Multi-granularity Reasoning Segmentation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #96
Bridging Compressed Image Latents and Multimodal Large Language Models
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #74
As large as it gets – Studying Infinitely Large Convolutions via Neural Implicit Frequency Filters
[
Poster]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #133
Near, far: Patch-ordering enhances vision foundation models' scene understanding
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #132
A Large-scale Dataset and Benchmark for Commuting Origin-Destination Flow Generation
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #389
Utilitarian Algorithm Configuration for Infinite Parameter Spaces
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #587
WildBench: Benchmarking LLMs with Challenging Tasks from Real Users in the Wild
[
Slides]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #403
Transformers Can Learn Temporal Difference Methods for In-Context Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #328
High-Dynamic Radar Sequence Prediction for Weather Nowcasting Using Spatiotemporal Coherent Gaussian Representation
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #13
Meta Flow Matching: Integrating Vector Fields on the Wasserstein Manifold
[
Slides]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #255
Commit0: Library Generation from Scratch
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #124
Vision-RWKV: Efficient and Scalable Visual Perception with RWKV-Like Architectures
[
Slides]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #298
U-shaped and Inverted-U Scaling behind Emergent Abilities of Large Language Models
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #68
Probabilistic Geometric Principal Component Analysis with application to neural data
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #564
Clique Number Estimation via Differentiable Functions of Adjacency Matrix Permutations
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #167
Fréchet Wavelet Distance: A Domain-Agnostic Metric for Image Generation
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #250
Learning to Plan Before Answering: Self-Teaching LLMs to Learn Abstract Plans for Problem Solving
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #198
Improving Graph Neural Networks by Learning Continuous Edge Directions
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #155
T2V-Turbo-v2: Enhancing Video Model Post-Training through Data, Reward, and Conditional Guidance Design
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #324
RefactorBench: Evaluating Stateful Reasoning in Language Agents Through Code
[
Slides]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #102
Understanding Long Videos with Multimodal Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #417
What Makes a Good Diffusion Planner for Decision Making?
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #630
Semantix: An Energy-guided Sampler for Semantic Style Transfer
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #555
Zero-Shot Whole-Body Humanoid Control via Behavioral Foundation Models
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #202
Node Identifiers: Compact, Discrete Representations for Efficient Graph Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #225
RRM: Robust Reward Model Training Mitigates Reward Hacking
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #244
Certifying Counterfactual Bias in LLMs
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #135
AIMS.au: A Dataset for the Analysis of Modern Slavery Countermeasures in Corporate Statements
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #508
A transfer learning framework for weak to strong generalization
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #29
Continuous Ensemble Weather Forecasting with Diffusion models
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #565
Representation Alignment for Generation: Training Diffusion Transformers Is Easier Than You Think
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #428
Sequential Controlled Langevin Diffusions
[
Slides]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #281
Can Generative AI Solve Your In-Context Learning Problem? A Martingale Perspective
[
OpenReview]
Blog Track Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #144
Mechanistic Interpretability Meets Vision Language Models: Insights and Limitations
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #254
SFS: Smarter Code Space Search improves LLM Inference Scaling
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #385
OCCAM: Towards Cost-Efficient and Accuracy-Aware Classification Inference
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #183
NRGBoost: Energy-Based Generative Boosted Trees
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #126
Scaling In-the-Wild Training for Diffusion-based Illumination Harmonization and Editing by Imposing Consistent Light Transport
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #170
Approaching Rate-Distortion Limits in Neural Compression with Lattice Transform Coding
[
OpenReview]
Blog Track Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #136
Linear Recurrences Accessible to Everyone
[
Slides]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #249
Language Imbalance Driven Rewarding for Multilingual Self-improving
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #120
Reti-Diff: Illumination Degradation Image Restoration with Retinex-based Latent Diffusion Model
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #416
Open-World Reinforcement Learning over Long Short-Term Imagination
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #146
Selective induction Heads: How Transformers Select Causal Structures in Context
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #177
DreamDistribution: Learning Prompt Distribution for Diverse In-distribution Generation
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #194
Exponential Topology-enabled Scalable Communication in Multi-agent Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #291
SCBench: A KV Cache-Centric Analysis of Long-Context Methods
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #219
On the self-verification limitations of large language models on reasoning and planning tasks
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #62
Multi-modal brain encoding models for multi-modal stimuli
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #335
Cross the Gap: Exposing the Intra-modal Misalignment in CLIP via Modality Inversion
[
Slides]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #86
Visual Haystacks: A Vision-Centric Needle-In-A-Haystack Benchmark
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #12
DenoiseVAE: Learning Molecule-Adaptive Noise Distributions for Denoising-based 3D Molecular Pre-training
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #432
Wasserstein-Regularized Conformal Prediction under General Distribution Shift
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #321
VisRAG: Vision-based Retrieval-augmented Generation on Multi-modality Documents
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #248
Jamba: Hybrid Transformer-Mamba Language Models
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #161
Accelerating Auto-regressive Text-to-Image Generation with Training-free Speculative Jacobi Decoding
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #585
STORM: Spatio-TempOral Reconstruction Model For Large-Scale Outdoor Scenes
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #461
Constructing Confidence Intervals for Average Treatment Effects from Multiple Datasets
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #473
Predicate Hierarchies Improve Few-Shot State Classification
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #349
Refining CLIP's Spatial Awareness: A Visual-Centric Perspective
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #583
Computational Limits of Low-Rank Adaptation (LoRA) Fine-Tuning for Transformer Models
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #91
Segment Any 3D Object with Language
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #607
A Conditional Independence Test in the Presence of Discretization
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #442
Transformers Handle Endogeneity in In-Context Linear Regression
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #370
MMIE: Massive Multimodal Interleaved Comprehension Benchmark for Large Vision-Language Models
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #529
A Watermark for Order-Agnostic Language Models
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #540
SpikeGPT: Generative Pre-trained Language Model with Spiking Neural Networks
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #465
Robust Root Cause Diagnosis using In-Distribution Interventions
[
Slides]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #17
Multimodal Lego: Model Merging and Fine-Tuning Across Topologies and Modalities in Biomedicine
[
Slides]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #581
ReAttention: Training-Free Infinite Context with Finite Attention Scope
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #457
Matrix Product Sketching via Coordinated Sampling
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #151
Learning Spatiotemporal Dynamical Systems from Point Process Observations
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #470
Controlling Language and Diffusion Models by Transporting Activations
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #229
Diffusion Models are Evolutionary Algorithms
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #238
Privacy-Preserving Personalized Federated Prompt Learning for Multimodal Large Language Models
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #130
Once-for-All: Controllable Generative Image Compression with Dynamic Granularity Adaptation
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #320
Generative Monoculture in Large Language Models
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #351
COPER: Correlation-based Permutations for Multi-View Clustering
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #187
Spectro-Riemannian Graph Neural Networks
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #8
Efficient Evolutionary Search Over Chemical Space with Large Language Models
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #368
Transformers Struggle to Learn to Search
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #441
Sketching for Convex and Nonconvex Regularized Least Squares with Sharp Guarantees
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #257
Efficiently Learning at Test-Time: Active Fine-Tuning of LLMs
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #70
Differentiable Optimization of Similarity Scores Between Models and Brains
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #190
E(n) Equivariant Topological Neural Networks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #122
TimeSuite: Improving MLLMs for Long Video Understanding via Grounded Tuning
[
Poster]
[
OpenReview]
Blog Track Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #494
Pitfalls of Evidence-Based AI Policy
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #591
Towards Understanding Text Hallucination of Diffusion Models via Local Generation Bias
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #407
Learning Splitting Heuristics in Divide-and-Conquer SAT Solvers with Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #456
Singular Subspace Perturbation Bounds via Rectangular Random Matrix Diffusions
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #439
On the Convergence of No-Regret Dynamics in Information Retrieval Games with Proportional Ranking Functions
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #623
Towards a Complete Logical Framework for GNN Expressiveness
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #230
ROUTE: Robust Multitask Tuning and Collaboration for Text-to-SQL
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #628
Offline Model-Based Optimization by Learning to Rank
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #556
Open-CK: A Large Multi-Physics Fields Coupling benchmarks in Combustion Kinetics
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #176
Layout-your-3D: Controllable and Precise 3D Generation with 2D Blueprint
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #589
No Pose, No Problem: Surprisingly Simple 3D Gaussian Splats from Sparse Unposed Images
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #602
Dynamic Sparse Training versus Dense Training: The Unexpected Winner in Image Corruption Robustness
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #200
Systematic Relational Reasoning With Epistemic Graph Neural Networks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #3
OSDA Agent: Leveraging Large Language Models for De Novo Design of Organic Structure Directing Agents
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #60
Progressive Compositionality in Text-to-Image Generative Models
[
Slides]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #15
Learning to engineer protein flexibility
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #378
Nesterov acceleration in benignly non-convex landscapes
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #452
Streaming Algorithms For $\ell_p$ Flows and $\ell_p$ Regression
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #326
Model merging with SVD to tie the Knots
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #171
Concept Pinpoint Eraser for Text-to-image Diffusion Models via Residual Attention Gate
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #25
Learning Chaos In A Linear Way
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #330
Learning Continually by Spectral Regularization
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #392
Convergence of Distributed Adaptive Optimization with Local Updates
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #278
Enhancing Language Model Agents using Diversity of Thoughts
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #340
Concept-ROT: Poisoning Concepts in Large Language Models with Model Editing
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #220
Nova: Generative Language Models for Assembly Code with Hierarchical Attention and Contrastive Learning
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #600
PvNeXt: Rethinking Network Design and Temporal Motion for Point Cloud Video Recognition
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #199
ContextGNN: Beyond Two-Tower Recommendation Systems
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #34
NextBestPath: Efficient 3D Mapping of Unseen Environments
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #41
Physiome-ODE: A Benchmark for Irregularly Sampled Multivariate Time-Series Forecasting Based on Biological ODEs
[
Slides]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #67
Meta-Dynamical State Space Models for Integrative Neural Data Analysis
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #387
Provable Convergence Bounds for Hybrid Dynamical Sampling and Optimization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #191
The Effectiveness of Curvature-Based Rewiring and the Role of Hyperparameters in GNNs Revisited
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #612
Building Interactable Replicas of Complex Articulated Objects via Gaussian Splatting
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #434
Multi-Dimensional Conformal Prediction
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #64
Animate Your Thoughts: Reconstruction of Dynamic Natural Vision from Human Brain Activity
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #268
ClawMachine: Learning to Fetch Visual Tokens for Referential Comprehension
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #412
Inverse Attention Agents for Multi-Agent Systems
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #493
Selective Aggregation for Low-Rank Adaptation in Federated Learning
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #22
Adaptive Shrinkage Estimation for Personalized Deep Kernel Regression in Modeling Brain Trajectories
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #267
SuperCorrect: Advancing Small LLM Reasoning with Thought Template Distillation and Self-Correction
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #516
Regretful Decisions under Label Noise
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #568
Large Convolutional Model Tuning via Filter Subspace
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #375
Unlocking Global Optimality in Bilevel Optimization: A Pilot Study
[
Slides]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #622
Tackling Data Corruption in Offline Reinforcement Learning via Sequence Modeling
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #117
DELTA: DENSE EFFICIENT LONG-RANGE 3D TRACKING FOR ANY VIDEO
[
Slides]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #525
HiBug2: Efficient and Interpretable Error Slice Discovery for Comprehensive Model Debugging
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #367
MLE-bench: Evaluating Machine Learning Agents on Machine Learning Engineering
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #512
Large Language Models can Become Strong Self-Detoxifiers
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #4
AtomSurf: Surface Representation for Learning on Protein Structures
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #534
Policy Design in Long-run Welfare Dynamics
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #419
Policy Gradient with Kernel Quadrature
[
Poster]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #108
DECO: Unleashing the Potential of ConvNets for Query-based Detection and Segmentation
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #97
SVBench: A Benchmark with Temporal Multi-Turn Dialogues for Streaming Video Understanding
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #253
Can LLMs Generate Novel Research Ideas? A Large-Scale Human Study with 100+ NLP Researchers
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #262
u-$\mu$P: The Unit-Scaled Maximal Update Parametrization
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #332
Towards Unified Human Motion-Language Understanding via Sparse Interpretable Characterization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #448
Lasso Bandit with Compatibility Condition on Optimal Arm
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #37
Learning Geometric Reasoning Networks For Robot Task And Motion Planning
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #466
When Selection Meets Intervention: Additional Complexities in Causal Discovery
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #524
Bilinear MLPs enable weight-based mechanistic interpretability
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #182
SaRA: High-Efficient Diffusion Model Fine-tuning with Progressive Sparse Low-Rank Adaptation
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #323
Lines of Thought in Large Language Models
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #239
Shh, don't say that! Domain Certification in LLMs
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #400
Hierarchical World Models as Visual Whole-Body Humanoid Controllers
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #1
PharmacoMatch: Efficient 3D Pharmacophore Screening via Neural Subgraph Matching
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #285
Filtered not Mixed: Filtering-Based Online Gating for Mixture of Large Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #46
Neuron Platonic Intrinsic Representation From Dynamics Using Contrastive Learning
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #489
Self-Normalized Resets for Plasticity in Continual Learning
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #201
Homomorphism Expressivity of Spectral Invariant Graph Neural Networks
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #237
MovieDreamer: Hierarchical Generation for Coherent Long Visual Sequences
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #350
COME: Test-time Adaption by Conservatively Minimizing Entropy
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #599
Oracle efficient truncated statistics
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #503
SaLoRA: Safety-Alignment Preserved Low-Rank Adaptation
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #27
MGCFNN: A Neural MultiGrid Solver with Novel Fourier Neural Network for High Wave Number Helmholtz Equations
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #588
How new data permeates LLM knowledge and how to dilute it
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #147
Spiking Vision Transformer with Saccadic Attention
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #474
Diffusion Feedback Helps CLIP See Better
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #425
Mitigating Information Loss in Tree-Based Reinforcement Learning via Direct Optimization
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #379
Overcoming Lower-Level Constraints in Bilevel Optimization: A Novel Approach with Regularized Gap Functions
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #315
TODO: Enhancing LLM Alignment with Ternary Preferences
[
Slides]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #481
Two Effects, One Trigger: On the Modality Gap, Object Bias, and Information Imbalance in Contrastive Vision-Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #245
Streamlining Redundant Layers to Compress Large Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #16
GeSubNet: Gene Interaction Inference for Disease Subtype Network Generation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #609
Deep Distributed Optimization for Large-Scale Quadratic Programming
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #271
Gnothi Seauton: Empowering Faithful Self-Interpretability in Black-Box Transformers
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #478
Realistic Evaluation of Deep Partial-Label Learning Algorithms
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #353
Projection Head is Secretly an Information Bottleneck
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #14
Boltzmann Semantic Score: A Semantic Metric for Evaluating Large Vision Models Using Large Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #277
SELF-EVOLVED REWARD LEARNING FOR LLMS
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #232
RuAG: Learned-rule-augmented Generation for Large Language Models
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #72
ReCogLab: a framework testing relational reasoning & cognitive hypotheses on LLMs
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #614
Rethinking the generalization of drug target affinity prediction algorithms via similarity aware evaluation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #336
Improving Deep Regression with Tightness
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #310
RainbowPO: A Unified Framework for Combining Improvements in Preference Optimization
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #274
Dynamic Multimodal Evaluation with Flexible Complexity by Vision-Language Bootstrapping
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #413
eQMARL: Entangled Quantum Multi-Agent Reinforcement Learning for Distributed Cooperation over Quantum Channels
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #488
CL-DiffPhyCon: Closed-loop Diffusion Control of Complex Physical Systems
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #454
Quantum (Inspired) $D^2$-sampling with Applications
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #282
DuoAttention: Efficient Long-Context LLM Inference with Retrieval and Streaming Heads
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #40
Stem-OB: Generalizable Visual Imitation Learning with Stem-Like Convergent Observation through Diffusion Inversion
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #7
Redefining the task of Bioactivity Prediction
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #263
Reframing Structure-Based Drug Design Model Evaluation via Metrics Correlated to Practical Needs
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #137
Beyond Squared Error: Exploring Loss Design for Enhanced Training of Generative Flow Networks
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #632
SVG: 3D Stereoscopic Video Generation via Denoising Frame Matrix
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #302
AgentOccam: A Simple Yet Strong Baseline for LLM-Based Web Agents
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #594
ZooProbe: A Data Engine for Evaluating, Exploring, and Evolving Large-scale Training Data for Multimodal LLMs
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #479
DLEFT-MKC: Dynamic Late Fusion Multiple Kernel Clustering with Robust Tensor Learning via Min-Max Optimization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #480
Simple yet Effective Incomplete Multi-view Clustering: Similarity-level Imputation and Intra-view Hybrid-group Prototype Construction
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #519
Mitigating Memorization in Language Models
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #550
Language Models are Advanced Anonymizers
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #513
Ward: Provable RAG Dataset Inference via LLM Watermarks
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #19
NutriBench: A Dataset for Evaluating Large Language Models in Nutrition Estimation from Meal Descriptions
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #206
CycleResearcher: Improving Automated Research via Automated Review
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #579
DAMO: Decoding by Accumulating Activations Momentum for Mitigating Hallucinations in Vision-Language Models
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #347
Adversarially Robust Anomaly Detection through Spurious Negative Pair Mitigation
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #303
LongMemEval: Benchmarking Chat Assistants on Long-Term Interactive Memory
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #81
Manifold Induced Biases for Zero-shot and Few-shot Detection of Generated Images
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #164
Steering Masked Discrete Diffusion Models via Discrete Denoising Posterior Prediction
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #100
DriveTransformer: Unified Transformer for Scalable End-to-End Autonomous Driving
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #10
Hotspot-Driven Peptide Design via Multi-Fragment Autoregressive Extension
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #518
Enhancing Pre-trained Representation Classifiability can Boost its Interpretability
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #383
On Stochastic Contextual Bandits with Knapsacks in Small Budget Regime
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #236
Beyond Single Concept Vector: Modeling Concept Subspace in LLMs with Gaussian Distribution
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #82
SC-OmniGS: Self-Calibrating Omnidirectional Gaussian Splatting
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #204
GOLD: Graph Out-of-Distribution Detection via Implicit Adversarial Latent Generation
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #150
Improving Long-Text Alignment for Text-to-Image Diffusion Models
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #316
Beware of Calibration Data for Pruning Large Language Models
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #532
Glimpse: Enabling White-Box Methods to Use Proprietary Models for Zero-Shot LLM-Generated Text Detection
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #582
Towards Domain Adaptive Neural Contextual Bandits
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #123
Distilling Dataset into Neural Field
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #459
Learning Diagrams: A Graphical Language for Compositional Training Regimes
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #337
DICE: Data Influence Cascade in Decentralized Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #334
Release the Powers of Prompt Tuning: Cross-Modality Prompt Transfer
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #577
Refine Knowledge of Large Language Models via Adaptive Contrastive Learning
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #251
Frame-Voyager: Learning to Query Frames for Video Large Language Models
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #43
Zero-shot Imputation with Foundation Inference Models for Dynamical Systems
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #166
A3D: Does Diffusion Dream about 3D Alignment?
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #153
RouteLLM: Learning to Route LLMs from Preference Data
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #636
Making Text Embedders Few-Shot Learners
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #222
DON’T STOP ME NOW: EMBEDDING BASED SCHEDULING FOR LLMS
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #169
FreCaS: Efficient Higher-Resolution Image Generation via Frequency-aware Cascaded Sampling
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #445
How Much is Unseen Depends Chiefly on Information About the Seen
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #119
Spatial-Mamba: Effective Visual State Space Models via Structure-Aware State Fusion
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #380
Loss Landscape of Shallow ReLU-like Neural Networks: Stationary Points, Saddle Escape, and Network Embedding
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #284
Data Selection via Optimal Control for Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #348
Aligning Visual Contrastive learning models via Preference Optimization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #185
HERO: Human-Feedback Efficient Reinforcement Learning for Online Diffusion Model Finetuning
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #552
Towards Optimal Multi-draft Speculative Decoding
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #163
One Step Diffusion via Shortcut Models
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #546
Prioritized Generative Replay
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #203
Precedence-Constrained Winter Value for Effective Graph Data Valuation
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #125
MMWorld: Towards Multi-discipline Multi-faceted World Model Evaluation in Videos
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #101
Meta-Continual Learning of Neural Fields
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #451
Faster Algorithms for Structured Linear and Kernel Support Vector Machines
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #301
Show-o: One Single Transformer to Unify Multimodal Understanding and Generation
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #509
Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #605
PseDet: Revisiting the Power of Pseudo Label in Incremental Object Detection
[
Slides]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #443
The Breakdown of Gaussian Universality in Classification of High-dimensional Linear Factor Mixtures
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #444
Towards Generalization Bounds of GCNs for Adversarially Robust Node Classification
[
Slides]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #507
Mechanistic Permutability: Match Features Across Layers
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #360
Ask, and it shall be given: On the Turing completeness of prompting
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #113
One-for-All Few-Shot Anomaly Detection via Instance-Induced Prompt Learning
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Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #575
Learn Your Reference Model for Real Good Alignment
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #611
Adaptive Batch Size for Privately Finding Second-Order Stationary Points
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #526
Understanding Fairness Surrogate Functions in Algorithmic Fairness
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Poster]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #33
Neural Eulerian Scene Flow Fields
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #112
Eagle: Exploring The Design Space for Multimodal LLMs with Mixture of Encoders
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Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #211
Multi-modal Agent Tuning: Building a VLM-Driven Agent for Efficient Tool Usage
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Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #365
Effective and Efficient Time-Varying Counterfactual Prediction with State-Space Models
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Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #299
Adaptive Deployment of Untrusted LLMs Reduces Distributed Threats
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #89
Flow Distillation Sampling: Regularizing 3D Gaussians with Pre-trained Matching Priors
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Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #498
Differentially Private Steering for Large Language Model Alignment
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #234
Polynomial Composition Activations: Unleashing the Dynamics of Large Language Models
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Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #496
Enhancing Learning with Label Differential Privacy by Vector Approximation
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #217
LongGenBench: Benchmarking Long-Form Generation in Long Context LLMs
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Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #558
Grounding Continuous Representations in Geometry: Equivariant Neural Fields
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #71
Brain Mapping with Dense Features: Grounding Cortical Semantic Selectivity in Natural Images With Vision Transformers
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OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #523
Not All Language Model Features Are One-Dimensionally Linear
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #580
Robustness of Quantum Algorithms for Nonconvex Optimization
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Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #6
HELM: Hierarchical Encoding for mRNA Language Modeling
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #570
In Search of Forgotten Domain Generalization
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #446
Demystifying Online Clustering of Bandits: Enhanced Exploration Under Stochastic and Smoothed Adversarial Contexts
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #279
Injecting Universal Jailbreak Backdoors into LLMs in Minutes
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #341
Multi-level Certified Defense Against Poisoning Attacks in Offline Reinforcement Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #243
World Model on Million-Length Video And Language With Blockwise RingAttention
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #414
Diff3DS: Generating View-Consistent 3D Sketch via Differentiable Curve Rendering
[
Poster]
[
OpenReview]
Blog Track Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #543
Positional Embeddings in Transformer Models: Evolution from Text to Vision Domains
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #42
Diffusion-based Decoupled Deterministic and Uncertain Framework for Probabilistic Multivariate Time Series Forecasting
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #44
Context-Alignment: Activating and Enhancing LLMs Capabilities in Time Series
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #590
ECD: A Machine Learning Benchmark for Predicting Enhanced-Precision Electronic Charge Density in Crystalline Inorganic Materials
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Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #397
Decision Information Meets Large Language Models: The Future of Explainable Operations Research
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #469
Out-of-distribution Generalization for Total Variation based Invariant Risk Minimization
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #77
CREMA: Generalizable and Efficient Video-Language Reasoning via Multimodal Modular Fusion
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #57
Proactive Agent: Shifting LLM Agents from Reactive Responses to Active Assistance
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #604
OpenPRM: Building Open-domain Process-based Reward Models with Preference Trees
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #78
NeuralPlane: Structured 3D Reconstruction in Planar Primitives with Neural Fields
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #24
QuaDiM: A Conditional Diffusion Model For Quantum State Property Estimation
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #109
GaussianBlock: Building Part-Aware Compositional and Editable 3D Scene by Primitives and Gaussians
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #399
Flat Reward in Policy Parameter Space Implies Robust Reinforcement Learning
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Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #50
Revisiting Convolution Architecture in the Realm of DNA Foundation Models
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Slides]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #162
Efficient Perplexity Bound and Ratio Matching in Discrete Diffusion Language Models
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Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #308
Uncovering Overfitting in Large Language Model Editing
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Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #49
Automated Proof Generation for Rust Code via Self-Evolution
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #228
Sample then Identify: A General Framework for Risk Control and Assessment in Multimodal Large Language Models
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #59
FlowDec: A flow-based full-band general audio codec with high perceptual quality
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Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #502
Poison-splat: Computation Cost Attack on 3D Gaussian Splatting
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Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #235
Digi-Q: Learning VLM Q-Value Functions for Training Device-Control Agents
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #192
Generalizing Weisfeiler-Lehman Kernels to Subgraphs
[
Slides]
[
OpenReview]
Blog Track Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #209
On LLM Knowledge Distillation - A Comparison between Forward KL and Reverse KL
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #180
Heavy-Tailed Diffusion Models
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #538
Can Watermarked LLMs be Identified by Users via Crafted Prompts?
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #276
Step-by-Step Reasoning for Math Problems via Twisted Sequential Monte Carlo
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #598
A Theoretical Perspective: How to Prevent Model Collapse in Self-consuming Training Loops
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Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #314
VideoWebArena: Evaluating Long Context Multimodal Agents with Video Understanding Web Tasks
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Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #51
MELODI: Exploring Memory Compression for Long Contexts
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #283
Efficient Learning with Sine-Activated Low-Rank Matrices
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #287
What is Wrong with Perplexity for Long-context Language Modeling?
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #536
Conformal Prediction Sets Can Cause Disparate Impact
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #157
TFG-Flow: Training-free Guidance in Multimodal Generative Flow
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #11
ReNovo: Retrieval-Based \emph{De Novo} Mass Spectrometry Peptide Sequencing
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #261
Earlier Tokens Contribute More: Learning Direct Preference Optimization From Temporal Decay Perspective
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Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #20
Reliable and Diverse Evaluation of LLM Medical Knowledge Mastery
[
Poster]
[
OpenReview]
Blog Track Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #542
The Lottery LLM Hypothesis, Rethinking What Abilities Should LLM Compression Preserve?
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OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #548
STBLLM: Breaking the 1-Bit Barrier with Structured Binary LLMs
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #18
PathGen-1.6M: 1.6 Million Pathology Image-text Pairs Generation through Multi-agent Collaboration
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Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #325
On Quantizing Neural Representation for Variable-Rate Video Coding
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #613
Noisy Test-Time Adaptation in Vision-Language Models
[
Slides]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #247
An Empirical Analysis of Uncertainty in Large Language Model Evaluations
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #289
CS-Bench: A Comprehensive Benchmark for Large Language Models towards Computer Science Mastery
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Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #616
LongWriter: Unleashing 10,000+ Word Generation from Long Context LLMs
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #485
Uni-Sign: Toward Unified Sign Language Understanding at Scale
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #52
Vevo: Controllable Zero-Shot Voice Imitation with Self-Supervised Disentanglement
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Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #189
On the Completeness of Invariant Geometric Deep Learning Models
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #280
BigDocs: An Open Dataset for Training Multimodal Models on Document and Code Tasks
[
Slides]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #595
Physics of Language Models: Part 2.1, Grade-School Math and the Hidden Reasoning Process
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Slides]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #128
Sort-free Gaussian Splatting via Weighted Sum Rendering
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #142
Understanding Matrix Function Normalizations in Covariance Pooling through the Lens of Riemannian Geometry
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Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #557
Do Egocentric Video-Language Models Truly Understand Hand-Object Interactions?
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #294
OBI-Bench: Can LMMs Aid in Study of Ancient Script on Oracle Bones?
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #569
Differentiable Integer Linear Programming
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #55
Internet of Agents: Weaving a Web of Heterogeneous Agents for Collaborative Intelligence
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #231
Understanding and Mitigating Hallucination in Large Vision-Language Models via Modular Attribution and Intervention
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #290
As Simple as Fine-tuning: LLM Alignment via Bidirectional Negative Feedback Loss
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #490
Query-based Knowledge Transfer for Heterogeneous Learning Environments
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #339
SEBRA : Debiasing through Self-Guided Bias Ranking
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #497
A Statistical Approach for Controlled Training Data Detection
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #106
Kronecker Mask and Interpretive Prompts are Language-Action Video Learners
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #317
Speculative RAG: Enhancing Retrieval Augmented Generation through Drafting
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #376
Rethinking Light Decoder-based Solvers for Vehicle Routing Problems
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #73
TOMATO: Assessing Visual Temporal Reasoning Capabilities in Multimodal Foundation Models
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #195
Towards Continuous Reuse of Graph Models via Holistic Memory Diversification
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #304
mPLUG-Owl3: Towards Long Image-Sequence Understanding in Multi-Modal Large Language Models
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #352
FlexCAD: Unified and Versatile Controllable CAD Generation with Fine-tuned Large Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #293
Improving Complex Reasoning with Dynamic Prompt Corruption: A Soft Prompt Optimization Approach
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #218
Visual Description Grounding Reduces Hallucinations and Boosts Reasoning in LVLMs
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #578
Cyclic Contrastive Knowledge Transfer for Open-Vocabulary Object Detection
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #426
CBMA: Improving Conformal Prediction through Bayesian Model Averaging
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #435
Training One-Dimensional Graph Neural Networks is NP-Hard
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #447
Conservative Contextual Bandits: Beyond Linear Representations
[
OpenReview]
Blog Track Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #455
Reexamining the Aleatoric and Epistemic Uncertainty Dichotomy
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #462
ADAM: An Embodied Causal Agent in Open-World Environments
[
Poster]
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #482
Exact Community Recovery under Side Information: Optimality of Spectral Algorithms
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #504
How to Verify Any (Reasonable) Distribution Property: Computationally Sound Argument Systems for Distributions
[
OpenReview]
Poster
Wed Apr 23 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #617
ConceptPrune: Concept Editing in Diffusion Models via Skilled Neuron Pruning
[
OpenReview]
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