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Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #631
On the Benefits of Attribute-Driven Graph Domain Adaptation
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Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #559
Aligned Better, Listen Better for Audio-Visual Large Language Models
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Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #469
Towards a Unified and Verified Understanding of Group-Operation Networks
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Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #214
CodeMMLU: A Multi-Task Benchmark for Assessing Code Understanding & Reasoning Capabilities of CodeLLMs
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Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #147
Masked Diffusion Models are Secretly Time-Agnostic Masked Models and Exploit Inaccurate Categorical Sampling
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Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #563
Elucidating the Preconditioning in Consistency Distillation
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Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #13
Boltzmann priors for Implicit Transfer Operators
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Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #387
Learning Task Belief Similarity with Latent Dynamics for Meta-Reinforcement Learning
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Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #291
LongPO: Long Context Self-Evolution of Large Language Models through Short-to-Long Preference Optimization
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Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #557
MathCoder2: Better Math Reasoning from Continued Pretraining on Model-translated Mathematical Code
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Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #467
On the expressiveness and spectral bias of KANs
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Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #377
An Auditing Test to Detect Behavioral Shift in Language Models
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Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #407
Dynamic Contrastive Skill Learning with State-Transition Based Skill Clustering and Dynamic Length Adjustment
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Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #191
Ferret-UI 2: Mastering Universal User Interface Understanding Across Platforms
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Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #357
Watch Less, Do More: Implicit Skill Discovery for Video-Conditioned Policy
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Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #388
Cross-Domain Offline Policy Adaptation with Optimal Transport and Dataset Constraint
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Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #229
Streaming Video Understanding and Multi-round Interaction with Memory-enhanced Knowledge
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Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #233
LLMs Know More Than They Show: On the Intrinsic Representation of LLM Hallucinations
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Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #96
3DitScene: Editing Any Scene via Language-guided Disentangled Gaussian Splatting
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Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #536
GSBA$^K$: $top$-$K$ Geometric Score-based Black-box Attack
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Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #85
UNSURE: self-supervised learning with Unknown Noise level and Stein's Unbiased Risk Estimate
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Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #47
Scaling Transformers for Low-Bitrate High-Quality Speech Coding
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Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #574
CR-CTC: Consistency regularization on CTC for improved speech recognition
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Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #520
Inverse Constitutional AI: Compressing Preferences into Principles
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Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #594
Block Verification Accelerates Speculative Decoding
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Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #633
Capturing the Temporal Dependence of Training Data Influence
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Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #90
Perm: A Parametric Representation for Multi-Style 3D Hair Modeling
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Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #305
ChroKnowledge: Unveiling Chronological Knowledge of Language Models in Multiple Domains
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Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #308
Advantage-Guided Distillation for Preference Alignment in Small Language Models
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Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #340
Limits of Deep Learning: Sequence Modeling through the Lens of Complexity Theory
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Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #546
FairMT-Bench: Benchmarking Fairness for Multi-turn Dialogue in Conversational LLMs
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Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #472
Modeling Fine-Grained Hand-Object Dynamics for Egocentric Video Representation Learning
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Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #198
MEGA-Bench: Scaling Multimodal Evaluation to over 500 Real-World Tasks
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Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #367
Adaptive Methods through the Lens of SDEs: Theoretical Insights on the Role of Noise
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Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #465
How Learnable Grids Recover Fine Detail in Low Dimensions: A Neural Tangent Kernel Analysis of Multigrid Parametric Encodings
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Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #44
Federated Granger Causality Learning For Interdependent Clients With State Space Representation
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Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #608
Amulet: ReAlignment During Test Time for Personalized Preference Adaptation of LLMs
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Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #522
Data-centric Prediction Explanation via Kernelized Stein Discrepancy
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Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #484
Structuring Benchmark into Knowledge Graphs to Assist Large Language Models in Retrieving and Designing Models
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Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #321
GS-LiDAR: Generating Realistic LiDAR Point Clouds with Panoramic Gaussian Splatting
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Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #382
Adversarial Policy Optimization for Offline Preference-based Reinforcement Learning
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Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #177
Topological Blindspots: Understanding and Extending Topological Deep Learning Through the Lens of Expressivity
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Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #228
Measuring and Enhancing Trustworthiness of LLMs in RAG through Grounded Attributions and Learning to Refuse
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Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #429
Unintentional Unalignment: Likelihood Displacement in Direct Preference Optimization
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Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #185
Valid Conformal Prediction for Dynamic GNNs
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Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #326
LR0.FM: LOW-RESOLUTION ZERO-SHOT CLASSIFICATION BENCHMARK FOR FOUNDATION MODELS
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Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #267
TAID: Temporally Adaptive Interpolated Distillation for Efficient Knowledge Transfer in Language Models
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Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #80
Continuous Exposure Learning for Low-light Image Enhancement using Neural ODEs
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Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #430
Convergence and Implicit Bias of Gradient Descent on Continual Linear Classification
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Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #456
Leave-One-Out Stable Conformal Prediction
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Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #586
GPS: A Probabilistic Distributional Similarity with Gumbel Priors for Set-to-Set Matching
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Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #52
RepoGraph: Enhancing AI Software Engineering with Repository-level Code Graph
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Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #261
BigCodeBench: Benchmarking Code Generation with Diverse Function Calls and Complex Instructions
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Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #117
CrossMPT: Cross-attention Message-passing Transformer for Error Correcting Codes
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Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #378
A Truncated Newton Method for Optimal Transport
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Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #496
Machine Unlearning via Simulated Oracle Matching
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Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #541
Towards Scalable Exact Machine Unlearning Using Parameter-Efficient Fine-Tuning
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Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #18
A Multiscale Frequency Domain Causal Framework for Enhanced Pathological Analysis
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Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #31
Poisson-Dirac Neural Networks for Modeling Coupled Dynamical Systems across Domains
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Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #218
CAKE: Cascading and Adaptive KV Cache Eviction with Layer Preferences
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Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #417
Identifiability for Gaussian Processes with Holomorphic Kernels
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Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #348
HADAMRNN: BINARY AND SPARSE TERNARY ORTHOGONAL RNNS
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Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #578
Towards Improving Exploration through Sibling Augmented GFlowNets
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Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #212
Do Vision-Language Models Represent Space and How? Evaluating Spatial Frame of Reference under Ambiguities
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Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #270
Bootstrapping Language Models with DPO Implicit Rewards
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Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #553
Hessian Free Efficient Single Loop Iterative Differentiation Methods for Bi-Level Optimization Problems
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Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #573
Adaptive teachers for amortized samplers
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Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #65
Cross-Attention Head Position Patterns Can Align with Human Visual Concepts in Text-to-Image Generative Models
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Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #187
Is uniform expressivity too restrictive? Towards efficient expressivity of GNNs
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Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #132
Selective Attention Improves Transformer
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Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #476
Balanced Ranking with Relative Centrality: A multi-core periphery perspective
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Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #603
Test-time Adaptation for Image Compression with Distribution Regularization
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Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #508
The Utility and Complexity of In- and Out-of-Distribution Machine Unlearning
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Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #230
Sufficient Context: A New Lens on Retrieval Augmented Generation Systems
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Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #329
Detecting Backdoor Samples in Contrastive Language Image Pretraining
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Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #39
The Value of Sensory Information to a Robot
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Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #521
QPM: Discrete Optimization for Globally Interpretable Image Classification
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Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #180
Graph Neural Preconditioners for Iterative Solutions of Sparse Linear Systems
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Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #424
Distribution-Free Data Uncertainty for Neural Network Regression
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Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #108
Revolutionizing EMCCD Denoising through a Novel Physics-Based Learning Framework for Noise Modeling
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Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #302
SeRA: Self-Reviewing and Alignment of LLMs using Implicit Reward Margins
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Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #222
Searching for Optimal Solutions with LLMs via Bayesian Optimization
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Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #342
A Theory of Initialisation's Impact on Specialisation
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Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #285
Do as I do (Safely): Mitigating Task-Specific Fine-tuning Risks in Large Language Models
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Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #55
Disentangling 3D Animal Pose Dynamics with Scrubbed Conditional Latent Variables
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Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #22
L-WISE: Boosting Human Visual Category Learning Through Model-Based Image Selection and Enhancement
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Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #371
CONGO: Compressive Online Gradient Optimization
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Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #101
ChartMoE: Mixture of Diversely Aligned Expert Connector for Chart Understanding
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Blog Track Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #129
CLOVER: Cross-Layer Orthogonal Vectors Pruning and Fine-Tuning
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Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #537
Copyright-Protected Language Generation via Adaptive Model Fusion
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Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #595
Scaling Laws for Adversarial Attacks on Language Model Activations and Tokens
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Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #153
EC-DIT: Scaling Diffusion Transformers with Adaptive Expert-Choice Routing
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Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #332
Object-Centric Pretraining via Target Encoder Bootstrapping
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Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #256
Revisit Large-Scale Image-Caption Data in Pre-training Multimodal Foundation Models
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Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #295
PiCO: Peer Review in LLMs based on Consistency Optimization
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Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #239
The Same but Different: Structural Similarities and Differences in Multilingual Language Modeling
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Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #393
SEMDICE: Off-policy State Entropy Maximization via Stationary Distribution Correction Estimation
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Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #494
A Single Goal is All You Need: Skills and Exploration Emerge from Contrastive RL without Rewards, Demonstrations, or Subgoals
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Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #592
Controlled LLM Decoding via Discrete Auto-regressive Biasing
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Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #5
Partially Observed Trajectory Inference using Optimal Transport and a Dynamics Prior
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Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #414
Laplace Sample Information: Data Informativeness Through a Bayesian Lens
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Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #152
CPSample: Classifier Protected Sampling for Guarding Training Data During Diffusion
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Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #61
Inverse decision-making using neural amortized Bayesian actors
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Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #193
SWEb: A Large Web Dataset for the Scandinavian Languages
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Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #26
Going Beyond Feature Similarity: Effective Dataset distillation based on Class-aware Conditional Mutual Information
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Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #327
Adversarially Robust Out-of-Distribution Detection Using Lyapunov-Stabilized Embeddings
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Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #334
Self-supervised contrastive learning performs non-linear system identification
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Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #109
Reflective Gaussian Splatting
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Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #356
LiveXiv - A Multi-Modal live benchmark based on Arxiv papers content
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Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #526
Scalable Influence and Fact Tracing for Large Language Model Pretraining
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Blog Track Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #493
Towards more rigorous evaluations of language models
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Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #95
Posterior-Mean Rectified Flow: Towards Minimum MSE Photo-Realistic Image Restoration
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Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #309
LICO: Large Language Models for In-Context Molecular Optimization
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Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #333
Mutual Effort for Efficiency: A Similarity-based Token Pruning for Vision Transformers in Self-Supervised Learning
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Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #570
DiffusionGuard: A Robust Defense Against Malicious Diffusion-based Image Editing
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Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #57
XAIguiFormer: explainable artificial intelligence guided transformer for brain disorder identification
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Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #555
A Percolation Model of Emergence: Analyzing Transformers Trained on a Formal Language
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Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #123
Autoregressive Pretraining with Mamba in Vision
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Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #87
Causal Representation Learning from Multimodal Biomedical Observations
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Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #237
Neuron based Personality Trait Induction in Large Language Models
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Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #455
Selective Task Group Updates for Multi-Task Optimization
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Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #231
To Trust or Not to Trust? Enhancing Large Language Models' Situated Faithfulness to External Contexts
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Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #399
Learning to Clarify: Multi-turn Conversations with Action-Based Contrastive Self-Training
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OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #349
Balanced Neural ODEs: nonlinear model order reduction and Koopman operator approximations
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #543
Beyond Mere Token Analysis: A Hypergraph Metric Space Framework for Defending Against Socially Engineered LLM Attacks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #306
OLMoE: Open Mixture-of-Experts Language Models
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #119
AutoCLIP: Auto-tuning Zero-Shot Classifiers for Vision-Language Models
[
Poster]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #400
Optimal Strong Regret and Violation in Constrained MDPs via Policy Optimization
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #81
Samba: Synchronized Set-of-Sequences Modeling for Multiple Object Tracking
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #182
Subgraph Federated Learning for Local Generalization
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #143
Generalization through variance: how noise shapes inductive biases in diffusion models
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #344
Capability Localization: Capabilities Can be Localized rather than Individual Knowledge
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #104
SplineGS: Learning Smooth Trajectories in Gaussian Splatting for Dynamic Scene Reconstruction
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #390
Towards Generalizable Reinforcement Learning via Causality-Guided Self-Adaptive Representations
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #78
Expected Sliced Transport Plans
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #449
Bayesian Analysis of Combinatorial Gaussian Process Bandits
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #15
SynFlowNet: Design of Diverse and Novel Molecules with Synthesis Constraints
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #406
AdaWM: Adaptive World Model based Planning for Autonomous Driving
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #432
Is Large-scale Pretraining the Secret to Good Domain Generalization?
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #516
Fantastic Targets for Concept Erasure in Diffusion Models and Where To Find Them
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #491
Mitigating Parameter Interference in Model Merging via Sharpness-Aware Fine-Tuning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #284
Semi-Parametric Retrieval via Binary Bag-of-Tokens Index
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #614
Toward Guidance-Free AR Visual Generation via Condition Contrastive Alignment
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #374
Fine-tuning with Reserved Majority for Noise Reduction
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #151
Shallow diffusion networks provably learn hidden low-dimensional structure
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #418
Deep Kernel Posterior Learning under Infinite Variance Prior Weights
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #336
PooDLe🐩: Pooled and dense self-supervised learning from naturalistic videos
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #590
Breaking Class Barriers: Efficient Dataset Distillation via Inter-Class Feature Compensator
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #593
Spider 2.0: Evaluating Language Models on Real-World Enterprise Text-to-SQL Workflows
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #584
Exploratory Preference Optimization: Harnessing Implicit Q*-Approximation for Sample-Efficient RLHF
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #458
Beyond-Expert Performance with Limited Demonstrations: Efficient Imitation Learning with Double Exploration
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #43
PPT: Patch Order Do Matters In Time Series Pretext Task
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #512
Transformer Encoder Satisfiability: Complexity and Impact on Formal Reasoning
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #569
LLMOPT: Learning to Define and Solve General Optimization Problems from Scratch
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #240
It Helps to Take a Second Opinion: Teaching Smaller LLMs To Deliberate Mutually via Selective Rationale Optimisation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #412
Sensitivity-Aware Amortized Bayesian Inference
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #505
LLM Unlearning via Loss Adjustment with Only Forget Data
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #84
Scale-aware Recognition in Satellite Images under Resource Constraints
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #547
KGARevion: An AI Agent for Knowledge-Intensive Biomedical QA
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #278
Mixture Compressor for Mixture-of-Experts LLMs Gains More
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #438
Learning High-Degree Parities: The Crucial Role of the Initialization
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #127
Efficiently Parameterized Neural Metriplectic Systems
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #572
MatExpert: Decomposing Materials Discovery By Mimicking Human Experts
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #301
Benchmarking LLMs' Judgments with No Gold Standard
[
Slides]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #369
Elliptic Loss Regularization
[
Slides]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #176
Tuning-Free Bilevel Optimization: New Algorithms and Convergence Analysis
[
Poster]
[
OpenReview]
Blog Track Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #518
How to visualize training dynamics in neural networks
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #535
SAFREE: Training-Free and Adaptive Guard for Safe Text-to-Image And Video Generation
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #434
Private Mechanism Design via Quantile Estimation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #173
Port-Hamiltonian Architectural Bias for Long-Range Propagation in Deep Graph Networks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #405
Learning mirror maps in policy mirror descent
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #426
Adam Exploits $\ell_\infty$-geometry of Loss Landscape via Coordinate-wise Adaptivity
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #428
Optimality and Adaptivity of Deep Neural Features for Instrumental Variable Regression
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #583
Aligning Human Motion Generation with Human Perceptions
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #317
Affine Steerable Equivariant Layer for Canonicalization of Neural Networks
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #379
The AdEMAMix Optimizer: Better, Faster, Older
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #113
DeLLMa: Decision Making Under Uncertainty with Large Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #616
gRNAde: Geometric Deep Learning for 3D RNA inverse design
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #102
CLoSD: Closing the Loop between Simulation and Diffusion for multi-task character control
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #602
AutoDAN-Turbo: A Lifelong Agent for Strategy Self-Exploration to Jailbreak LLMs
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #74
Cocoon: Robust Multi-Modal Perception with Uncertainty-Aware Sensor Fusion
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #525
The Geometry of Categorical and Hierarchical Concepts in Large Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #29
TRENDy: Temporal Regression of Effective Nonlinear Dynamics
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #200
From Pixels to Tokens: Byte-Pair Encoding on Quantized Visual Modalities
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #168
Beyond Autoregression: Fast LLMs via Self-Distillation Through Time
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #3
Procedural Synthesis of Synthesizable Molecules
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #561
Justice or Prejudice? Quantifying Biases in LLM-as-a-Judge
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #282
SimPER: A Minimalist Approach to Preference Alignment without Hyperparameters
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #619
Zeroth-Order Fine-Tuning of LLMs with Transferable Static Sparsity
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #461
Misspecified $Q$-Learning with Sparse Linear Function Approximation: Tight Bounds on Approximation Error
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #351
OmniCorpus: A Unified Multimodal Corpus of 10 Billion-Level Images Interleaved with Text
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #184
Minimal Impact ControlNet: Advancing Multi-ControlNet Integration
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #89
FasterCache: Training-Free Video Diffusion Model Acceleration with High Quality
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #579
BingoGuard: LLM Content Moderation Tools with Risk Levels
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #76
Learning Gain Map for Inverse Tone Mapping
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #443
Towards Auto-Regressive Next-Token Prediction: In-context Learning Emerges from Generalization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #503
Mixture of Experts Made Personalized: Federated Prompt Learning for Vision-Language Models
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #606
Diversity Empowers Intelligence: Integrating Expertise of Software Engineering Agents
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #110
Point-SAM: Promptable 3D Segmentation Model for Point Clouds
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #386
COFlowNet: Conservative Constraints on Flows Enable High-Quality Candidate Generation
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #154
Vec2Face: Scaling Face Dataset Generation with Loosely Constrained Vectors
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #126
Random-Set Neural Networks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #211
Lawma: The Power of Specialization for Legal Annotation
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #618
Apollo-MILP: An Alternating Prediction-Correction Neural Solving Framework for Mixed-Integer Linear Programming
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #324
I Can Hear You: Selective Robust Training for Deepfake Audio Detection
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #86
Matryoshka Multimodal Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #45
DyCAST: Learning Dynamic Causal Structure from Time Series
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #258
MIND: Math Informed syNthetic Dialogues for Pretraining LLMs
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #134
Looking Backward: Streaming Video-to-Video Translation with Feature Banks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #404
Diffusion Policy Policy Optimization
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #206
Token-Supervised Value Models for Enhancing Mathematical Problem-Solving Capabilities of Large Language Models
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #299
Cybench: A Framework for Evaluating Cybersecurity Capabilities and Risks of Language Models
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #243
Arithmetic Without Algorithms: Language Models Solve Math with a Bag of Heuristics
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #621
InversionGNN: A Dual Path Network for Multi-Property Molecular Optimization
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #478
Recovering Manifold Structure Using Ollivier Ricci Curvature
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #165
Lossy Compression with Pretrained Diffusion Models
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #457
Towards Self-Supervised Covariance Estimation in Deep Heteroscedastic Regression
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #376
How Does Critical Batch Size Scale in Pre-training?
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #528
Image Watermarks are Removable using Controllable Regeneration from Clean Noise
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #169
SVDQuant: Absorbing Outliers by Low-Rank Component for 4-Bit Diffusion Models
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #591
Going Beyond Static: Understanding Shifts with Time-Series Attribution
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #263
What Makes Large Language Models Reason in (Multi-Turn) Code Generation?
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #450
Learning from Imperfect Human Feedback: A Tale from Corruption-Robust Dueling
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #303
Seeing Eye to AI: Human Alignment via Gaze-Based Response Rewards for Large Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #624
Adversarial Attacks on Data Attribution
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #142
Towards Hierarchical Rectified Flow
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #345
Swing-by Dynamics in Concept Learning and Compositional Generalization
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #232
Tracking the Copyright of Large Vision-Language Models through Parameter Learning Adversarial Images
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #133
Quality over Quantity in Attention Layers: When Adding More Heads Hurts
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #38
LLaRA: Supercharging Robot Learning Data for Vision-Language Policy
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #410
$\phi$-Update: A Class of Policy Update Methods with Policy Convergence Guarantee
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #62
Unleashing the Potential of Vision-Language Pre-Training for 3D Zero-Shot Lesion Segmentation via Mask-Attribute Alignment
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #4
Structure Language Models for Protein Conformation Generation
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #515
Is Your Video Language Model a Reliable Judge?
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #343
Inner Information Analysis Algorithm for Deep Neural Network based on Community
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #564
Charting the Design Space of Neural Graph Representations for Subgraph Matching
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #179
Understanding Virtual Nodes: Oversquashing and Node Heterogeneity
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #598
Rethinking Spiking Neural Networks from an Ensemble Learning Perspective
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #17
Multi-Modal and Multi-Attribute Generation of Single Cells with CFGen
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #582
A Sanity Check for AI-generated Image Detection
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #120
Sensitivity-Constrained Fourier Neural Operators for Forward and Inverse Problems in Parametric Differential Equations
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #413
Streamlining Prediction in Bayesian Deep Learning
[
Slides]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #360
PolyNet: Learning Diverse Solution Strategies for Neural Combinatorial Optimization
[
OpenReview]
Blog Track Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #172
Rethinking Graph Prompts: Unraveling the Power of Data Manipulation in Graph Neural Networks
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #210
When Attention Sink Emerges in Language Models: An Empirical View
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #416
Exploiting Hankel-Toeplitz Structures for Fast Computation of Kernel Precision Matrices
[
Slides]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #144
LANTERN: Accelerating Visual Autoregressive Models with Relaxed Speculative Decoding
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #279
Rethinking LLM Unlearning Objectives: A Gradient Perspective and Go Beyond
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #164
Towards Semantic Equivalence of Tokenization in Multimodal LLM
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #471
RandLoRA: Full rank parameter-efficient fine-tuning of large models
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #627
MaestroMotif: Skill Design from Artificial Intelligence Feedback
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #499
Privately Counting Partially Ordered Data
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #190
IGL-Bench: Establishing the Comprehensive Benchmark for Imbalanced Graph Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #297
MoE++: Accelerating Mixture-of-Experts Methods with Zero-Computation Experts
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #504
Pacmann: Efficient Private Approximate Nearest Neighbor Search
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #205
MMEgo: Towards Building Egocentric Multimodal LLMs for Video QA
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #468
Extending Mercer's expansion to indefinite and asymmetric kernels
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #507
More RLHF, More Trust? On The Impact of Preference Alignment On Trustworthiness
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #338
Lambda-Skip Connections: the architectural component that prevents Rank Collapse
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #384
Offline RL with Smooth OOD Generalization in Convex Hull and its Neighborhood
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #352
Revisiting Mode Connectivity in Neural Networks with Bezier Surface
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #562
Learning from negative feedback, or positive feedback or both
[
Slides]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #514
Fantastic Copyrighted Beasts and How (Not) to Generate Them
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #485
Neural Context Flows for Meta-Learning of Dynamical Systems
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #422
Minimal Variance Model Aggregation: A principled, non-intrusive, and versatile integration of black box models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #421
Controllable Generation via Locally Constrained Resampling
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #35
Policy Decorator: Model-Agnostic Online Refinement for Large Policy Model
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #166
A Simple Approach to Unifying Diffusion-based Conditional Generation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #138
RevisEval: Improving LLM-as-a-Judge via Response-Adapted References
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #14
Lift Your Molecules: Molecular Graph Generation in Latent Euclidean Space
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #459
Statistical Tractability of Off-policy Evaluation of History-dependent Policies in POMDPs
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #402
Iterative Nash Policy Optimization: Aligning LLMs with General Preferences via No-Regret Learning
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #66
Video Action Differencing
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #473
Intrinsic Dimension Correlation: uncovering nonlinear connections in multimodal representations
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #304
LongVILA: Scaling Long-Context Visual Language Models for Long Videos
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #6
Self-Supervised Diffusion Models for Electron-Aware Molecular Representation Learning
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #415
Bayesian Image Regression with Soft-thresholded Conditional Autoregressive Prior
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #202
Varying Shades of Wrong: Aligning LLMs with Wrong Answers Only
[
Slides]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #249
Transfusion: Predict the Next Token and Diffuse Images with One Multi-Modal Model
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #30
Provable weak-to-strong generalization via benign overfitting
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #502
Scalable Extraction of Training Data from Aligned, Production Language Models
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #347
Learning Interpretable Hierarchical Dynamical Systems Models from Time Series Data
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #98
CAT-3DGS: A Context-Adaptive Triplane Approach to Rate-Distortion-Optimized 3DGS Compression
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #600
VibeCheck: Discover and Quantify Qualitative Differences in Large Language Models
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #188
Spreading Out-of-Distribution Detection on Graphs
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #368
Bayesian Optimization via Continual Variational Last Layer Training
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #534
Jailbreaking Leading Safety-Aligned LLMs with Simple Adaptive Attacks
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #556
Rapid Selection and Ordering of In-Context Demonstrations via Prompt Embedding Clustering
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #36
HAMSTER: Hierarchical Action Models for Open-World Robot Manipulation
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #2
Periodic Materials Generation using Text-Guided Joint Diffusion Model
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #250
Language Models Are Implicitly Continuous
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #431
Decoupled Finetuning for Domain Generalizable Semantic Segmentation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #60
Credit-based self organizing maps: training deep topographic networks with minimal performance degradation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #150
Linear Combination of Saved Checkpoints Makes Consistency and Diffusion Models Better
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #148
ViDiT-Q: Efficient and Accurate Quantization of Diffusion Transformers for Image and Video Generation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #470
Node Similarities under Random Projections: Limits and Pathological Cases
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #529
Bridging Jensen Gap for Max-Min Group Fairness Optimization in Recommendation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #11
Immunogenicity Prediction with Dual Attention Enables Vaccine Target Selection
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #265
Mini-batch Coresets for Memory-efficient Language Model Training on Data Mixtures
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #48
Speech Robust Bench: A Robustness Benchmark For Speech Recognition
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #241
Beyond Autoregression: Discrete Diffusion for Complex Reasoning and Planning
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #373
Sharpness-Aware Black-Box Optimization
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #311
AFlow: Automating Agentic Workflow Generation
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #566
Collab: Controlled Decoding using Mixture of Agents for LLM Alignment
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #130
A Training-Free Sub-quadratic Cost Transformer Model Serving Framework with Hierarchically Pruned Attention
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #605
Fine-Grained Verifiers: Preference Modeling as Next-token Prediction in Vision-Language Alignment
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #396
Noise-conditioned Energy-based Annealed Rewards (NEAR): A Generative Framework for Imitation Learning from Observation
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #440
Improved Convergence Rate for Diffusion Probabilistic Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #281
SePer: Measure Retrieval Utility Through The Lens Of Semantic Perplexity Reduction
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #544
A Generic Framework for Conformal Fairness
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #253
Logical Consistency of Large Language Models in Fact-Checking
[
Slides]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #1
ProtComposer: Compositional Protein Structure Generation with 3D Ellipsoids
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #58
Population Transformer: Learning Population-level Representations of Neural Activity
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #234
Uncovering Latent Memories in Large Language Models
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #19
Diffusion Generative Modeling for Spatially Resolved Gene Expression Inference from Histology Images
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #601
Generative Adapter: Contextualizing Language Models in Parameters with A Single Forward Pass
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #636
ST-GCond: Self-supervised and Transferable Graph Dataset Condensation
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #474
Duoduo CLIP: Efficient 3D Understanding with Multi-View Images
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #460
Optimal Non-Asymptotic Rates of Value Iteration for Average-Reward Markov Decision Processes
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #359
SOREL: A Stochastic Algorithm for Spectral Risks Minimization
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #545
Stealthy Shield Defense: A Conditional Mutual Information-Based Approach against Black-Box Model Inversion Attacks
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #549
RAFT: Reward rAnked FineTuning for Generative Foundation Model Alignment
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #9
Efficient Biological Data Acquisition through Inference Set Design
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #539
Collapsed Language Models Promote Fairness
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #97
MonST3R: A Simple Approach for Estimating Geometry in the Presence of Motion
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #255
Provence: efficient and robust context pruning for retrieval-augmented generation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #363
Efficient Sparse PCA via Block-Diagonalization
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #339
Reasoning of Large Language Models over Knowledge Graphs with Super-Relations
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #433
Interference Among First-Price Pacing Equilibria: A Bias and Variance Analysis
[
Poster]
[
OpenReview]
Blog Track Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #554
Diffusion Models and Gaussian Flow Matching: Two Sides of the Same Coin
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #32
Fengbo: a Clifford Neural Operator pipeline for 3D PDEs in Computational Fluid Dynamics
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #597
Problem-Parameter-Free Federated Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #509
Tell me about yourself: LLMs are aware of their learned behaviors
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #495
On the Inherent Privacy Properties of Discrete Denoising Diffusion Models
[
Poster]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #615
Dobi-SVD: Differentiable SVD for LLM Compression and Some New Perspectives
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #24
Model-Agnostic Knowledge Guided Correction for Improved Neural Surrogate Rollout
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #383
Model-Free Offline Reinforcement Learning with Enhanced Robustness
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #527
SONICS: Synthetic Or Not - Identifying Counterfeit Songs
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #118
ForecastBench: A Dynamic Benchmark of AI Forecasting Capabilities
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #51
ToolGen: Unified Tool Retrieval and Calling via Generation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #82
Matérn Kernels for Tunable Implicit Surface Reconstruction
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #451
Feature-Based Online Bilateral Trade
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #8
System 1.x: Learning to Balance Fast and Slow Planning with Language Models
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #23
Physics-Informed Deep Inverse Operator Networks for Solving PDE Inverse Problems
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #145
OmniPhysGS: 3D Constitutive Gaussians for General Physics-Based Dynamics Generation
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #41
RDT-1B: a Diffusion Foundation Model for Bimanual Manipulation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #550
Exposing and Addressing Cross-Task Inconsistency in Unified Vision-Language Models
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #532
See It from My Perspective: How Language Affects Cultural Bias in Image Understanding
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #100
Ctrl-Adapter: An Efficient and Versatile Framework for Adapting Diverse Controls to Any Diffusion Model
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #227
From Attention to Activation: Unraveling the Enigmas of Large Language Models
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #111
Generative Inbetweening: Adapting Image-to-Video Models for Keyframe Interpolation
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #294
Temporal Reasoning Transfer from Text to Video
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #251
Herald: A Natural Language Annotated Lean 4 Dataset
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #490
TSVD: Bridging Theory and Practice in Continual Learning with Pre-trained Models
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #523
Efficient and Accurate Explanation Estimation with Distribution Compression
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #77
Union-over-Intersections: Object Detection beyond Winner-Takes-All
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #315
Compositional Entailment Learning for Hyperbolic Vision-Language Models
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #257
Law of the Weakest Link: Cross Capabilities of Large Language Models
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #274
UGMathBench: A Diverse and Dynamic Benchmark for Undergraduate-Level Mathematical Reasoning with Large Language Models
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #420
Variational Bayesian Pseudo-Coreset
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #155
NetMoE: Accelerating MoE Training through Dynamic Sample Placement
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #335
Morphing Tokens Draw Strong Masked Image Models
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #59
Nonlinear multiregion neural dynamics with parametric impulse response communication channels
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #7
Towards Synergistic Path-based Explanations for Knowledge Graph Completion: Exploration and Evaluation
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #609
Enabling Realtime Reinforcement Learning at Scale with Staggered Asynchronous Inference
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #466
Difference-of-submodular Bregman Divergence
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #160
MMDisCo: Multi-Modal Discriminator-Guided Cooperative Diffusion for Joint Audio and Video Generation
[
Poster]
[
OpenReview]
Blog Track Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #128
Why RoPE Struggles to Maintain Long-Term Decay in Long Sequences?
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #310
Attention in Large Language Models Yields Efficient Zero-Shot Re-Rankers
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #497
Machine Unlearning Fails to Remove Data Poisoning Attacks
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #637
Vector-ICL: In-context Learning with Continuous Vector Representations
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #124
RFMamba: Frequency-Aware State Space Model for RF-Based Human-Centric Perception
[
Slides]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #183
Revealing and Mitigating Over-Attention in Knowledge Editing
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #454
Neural Exploratory Landscape Analysis for Meta-Black-Box-Optimization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #391
Safety Representations for Safer Policy Learning
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #533
No Preference Left Behind: Group Distributional Preference Optimization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #219
Agent-Oriented Planning in Multi-Agent Systems
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #581
Diffusion Transformer Captures Spatial-Temporal Dependencies: A Theory for Gaussian Process Data
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #380
ConFIG: Towards Conflict-free Training of Physics Informed Neural Networks
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #395
PN-GAIL: Leveraging Non-optimal Information from Imperfect Demonstrations
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #462
Exploring channel distinguishability in local neighborhoods of the model space in quantum neural networks
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #186
Rethinking Graph Neural Networks From A Geometric Perspective Of Node Features
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #312
Unified Parameter-Efficient Unlearning for LLMs
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #296
Breaking Mental Set to Improve Reasoning through Diverse Multi-Agent Debate
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #167
RAPID: Retrieval Augmented Training of Differentially Private Diffusion Models
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #199
Sparse Autoencoders Reveal Temporal Difference Learning in Large Language Models
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #157
Unlocking Guidance for Discrete State-Space Diffusion and Flow Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #628
Facilitating Multi-turn Function Calling for LLMs via Compositional Instruction Tuning
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #558
Towards Principled Evaluations of Sparse Autoencoders for Interpretability and Control
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #580
ToddlerDiffusion: Interactive Structured Image Generation with Cascaded Schrödinger Bridge
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #560
SelectFormer in Data Markets: Privacy-Preserving and Efficient Data Selection for Transformers with Multi-Party Computation
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #409
Zeroth-Order Policy Gradient for Reinforcement Learning from Human Feedback without Reward Inference
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #482
Differentiable Rule Induction from Raw Sequence Inputs
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #437
On the Learn-to-Optimize Capabilities of Transformers in In-Context Sparse Recovery
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #264
IterGen: Iterative Semantic-aware Structured LLM Generation with Backtracking
[
Slides]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #612
ZETA: Leveraging $Z$-order Curves for Efficient Top-$k$ Attention
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #252
GameArena: Evaluating LLM Reasoning through Live Computer Games
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #392
Looking into User’s Long-term Interests through the Lens of Conservative Evidential Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #448
Computational Explorations of Total Variation Distance
[
Slides]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #599
TopoLM: brain-like spatio-functional organization in a topographic language model
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #441
Grokking at the Edge of Numerical Stability
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #408
Accelerating Task Generalisation with Multi-Level Skill Hierarchies
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #287
ACC-Collab: An Actor-Critic Approach to Multi-Agent LLM Collaboration
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #320
Plastic Learning with Deep Fourier Features
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #488
Metalic: Meta-Learning In-Context with Protein Language Models
[
Slides]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #75
MGMapNet: Multi-Granularity Representation Learning for End-to-End Vectorized HD Map Construction
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #439
No Free Lunch: Fundamental Limits of Learning Non-Hallucinating Generative Models
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #632
Rationalizing and Augmenting Dynamic Graph Neural Networks
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #159
High-Quality Joint Image and Video Tokenization with Causal VAE
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #69
VideoPhy: Evaluating Physical Commonsense for Video Generation
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #613
Long-Sequence Recommendation Models Need Decoupled Embeddings
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #181
KAA: Kolmogorov-Arnold Attention for Enhancing Attentive Graph Neural Networks
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #313
h4rm3l: A Language for Composable Jailbreak Attack Synthesis
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #21
Interpretable Bilingual Multimodal Large Language Model for Diverse Biomedical Tasks
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #389
Stable Hadamard Memory: Revitalizing Memory-Augmented Agents for Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #341
Distance-Based Tree-Sliced Wasserstein Distance
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #83
Diffusion Models Are Real-Time Game Engines
[
Slides]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #277
Rethinking and Improving Autoformalization: Towards a Faithful Metric and a Dependency Retrieval-based Approach
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #337
T-JEPA: Augmentation-Free Self-Supervised Learning for Tabular Data
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #419
Causal Discovery via Bayesian Optimization
[
Slides]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #67
Dynamic Negative Guidance of Diffusion Models
[
Slides]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #498
DocMIA: Document-Level Membership Inference Attacks against DocVQA Models
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #56
Expressivity of Neural Networks with Random Weights and Learned Biases
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #330
Towards Certification of Uncertainty Calibration under Adversarial Attacks
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #596
Theory, Analysis, and Best Practices for Sigmoid Self-Attention
[
Slides]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #276
Uncertainty-Aware Decoding with Minimum Bayes Risk
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #266
Regressing the Relative Future: Efficient Policy Optimization for Multi-turn RLHF
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #135
OASIS Uncovers: High-Quality T2I Models, Same Old Stereotypes
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #116
API Pack: A Massive Multi-Programming Language Dataset for API Call Generation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #552
LoRA Learns Less and Forgets Less
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #121
Revisiting Nearest Neighbor for Tabular Data: A Deep Tabular Baseline Two Decades Later
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #217
Cut Your Losses in Large-Vocabulary Language Models
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #361
BTBS-LNS: Binarized-Tightening, Branch and Search on Learning LNS Policies for MIP
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #37
GEVRM: Goal-Expressive Video Generation Model For Robust Visual Manipulation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #524
Salvage: Shapley-distribution Approximation Learning Via Attribution Guided Exploration for Explainable Image Classification
[
Slides]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #260
Rotated Runtime Smooth: Training-Free Activation Smoother for accurate INT4 inference
[
Slides]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #71
Injective flows for star-like manifolds
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #538
Safety Layers in Aligned Large Language Models: The Key to LLM Security
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #254
REEF: Representation Encoding Fingerprints for Large Language Models
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #286
From Tokens to Lattices: Emergent Lattice Structures in Language Models
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #487
Revisiting Prefix-tuning: Statistical Benefits of Reparameterization among Prompts
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #46
SimpleTM: A Simple Baseline for Multivariate Time Series Forecasting
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #397
Generalized Behavior Learning from Diverse Demonstrations
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #189
Holographic Node Representations: Pre-training Task-Agnostic Node Embeddings
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #106
AniSDF: Fused-Granularity Neural Surfaces with Anisotropic Encoding for High-Fidelity 3D Reconstruction
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #427
Closed-Form Merging of Parameter-Efficient Modules for Federated Continual Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #486
Boosting Multiple Views for pretrained-based Continual Learning
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #385
XLand-100B: A Large-Scale Multi-Task Dataset for In-Context Reinforcement Learning
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #107
IMDPrompter: Adapting SAM to Image Manipulation Detection by Cross-View Automated Prompt Learning
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #350
Autocorrelation Matters: Understanding the Role of Initialization Schemes for State Space Models
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #273
GraphRouter: A Graph-based Router for LLM Selections
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #262
InsightBench: Evaluating Business Analytics Agents Through Multi-Step Insight Generation
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #575
Exploring Learning Complexity for Efficient Downstream Dataset Pruning
[
Slides]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #63
UNIP: Rethinking Pre-trained Attention Patterns for Infrared Semantic Segmentation
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #268
MallowsPO: Fine-Tune Your LLM with Preference Dispersions
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #464
MAP: Low-compute Model Merging with Amortized Pareto Fronts via Quadratic Approximation
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #481
Nonlinear Sequence Embedding by Monotone Variational Inequality
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #423
Kernel-based Optimally Weighted Conformal Time-Series Prediction
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #513
Agree to Disagree: Demystifying Homogeneous Deep Ensembles through Distributional Equivalence
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #319
Discovering Clone Negatives via Adaptive Contrastive Learning for Image-Text Matching
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #639
EvA: Erasing Spurious Correlations with Activations
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #235
SysBench: Can LLMs Follow System Message?
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #444
Local Patterns Generalize Better for Novel Anomalies
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #585
FIRING-Net: A filtered feature recycling network for speech enhancement
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #604
Dynamical Diffusion: Learning Temporal Dynamics with Diffusion Models
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #195
Personality Alignment of Large Language Models
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #54
Towards Homogeneous Lexical Tone Decoding from Heterogeneous Intracranial Recordings
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #213
Human Simulacra: Benchmarking the Personification of Large Language Models
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #635
Learning Fine-Grained Representations through Textual Token Disentanglement in Composed Video Retrieval
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #442
Decentralized Sporadic Federated Learning: A Unified Algorithmic Framework with Convergence Guarantees
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #50
T2V2: A Unified Non-Autoregressive Model for Speech Recognition and Synthesis via Multitask Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #364
Learning Dynamics of Deep Matrix Factorization Beyond the Edge of Stability
[
Slides]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #275
Dynamic Loss-Based Sample Reweighting for Improved Large Language Model Pretraining
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #40
ImagineNav: Prompting Vision-Language Models as Embodied Navigator through Scene Imagination
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #245
RM-Bench: Benchmarking Reward Models of Language Models with Subtlety and Style
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #16
MolSpectra: Pre-training 3D Molecular Representation with Multi-modal Energy Spectra
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #506
On Large Language Model Continual Unlearning
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #500
DCT-CryptoNets: Scaling Private Inference in the Frequency Domain
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #10
SAGEPhos: Sage Bio-Coupled and Augmented Fusion for Phosphorylation Site Detection
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #204
Precise Localization of Memories: A Fine-grained Neuron-level Knowledge Editing Technique for LLMs
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #403
ActSafe: Active Exploration with Safety Constraints for Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #242
TPO: Aligning Large Language Models with Multi-branch & Multi-step Preference Trees
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #445
Bridging the Gap Between f-divergences and Bayes Hilbert Spaces
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #589
Designing Mechanical Meta-Materials by Learning Equivariant Flows
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #346
SysCaps: Language Interfaces for Simulation Surrogates of Complex Systems
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #483
Fine-tuning can cripple your foundation model; preserving features may be the solution
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #630
Instructional Segment Embedding: Improving LLM Safety with Instruction Hierarchy
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #293
An Evolved Universal Transformer Memory
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #79
X-NeMo: Expressive Neural Motion Reenactment via Disentangled Latent Attention
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #197
DeFT: Decoding with Flash Tree-attention for Efficient Tree-structured LLM Inference
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #259
CREAM: Consistency Regularized Self-Rewarding Language Models
[
Slides]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #446
Transformers Learn to Implement Multi-step Gradient Descent with Chain of Thought
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #91
Incorporating Visual Correspondence into Diffusion Model for Virtual Try-On
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #358
SLoPe: Double-Pruned Sparse Plus Lazy Low-Rank Adapter Pretraining of LLMs
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #307
MindSearch: Mimicking Human Minds Elicits Deep AI Searcher
[
Slides]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #216
DSBench: How Far Are Data Science Agents from Becoming Data Science Experts?
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #610
Uncertainty modeling for fine-tuned implicit functions
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #394
Grammar Reinforcement Learning: path and cycle counting in graphs with a Context-Free Grammar and Transformer approach
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #375
Decentralized Optimization with Coupled Constraints
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #162
Repulsive Latent Score Distillation for Solving Inverse Problems
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #203
Holistic Reasoning with Long-Context LMs: A Benchmark for Database Operations on Massive Textual Data
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #248
Large Language Models Often Say One Thing and Do Another
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #551
Enhancing Vision-Language Model with Unmasked Token Alignment
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #316
Input Space Mode Connectivity in Deep Neural Networks
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #314
MMTEB: Massive Multilingual Text Embedding Benchmark
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #220
EMMA: Empowering Multi-modal Mamba with Structural and Hierarchical Alignment
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Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #477
Exploring a Principled Framework for Deep Subspace Clustering
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #236
SVD-LLM: Truncation-aware Singular Value Decomposition for Large Language Model Compression
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #298
Backdooring Vision-Language Models with Out-Of-Distribution Data
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #323
MM-EMBED: UNIVERSAL MULTIMODAL RETRIEVAL WITH MULTIMODAL LLMS
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #322
Locality-aware Gaussian Compression for Fast and High-quality Rendering
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #103
Semi-Supervised Vision-Centric 3D Occupancy World Model for Autonomous Driving
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #208
Mutual Reasoning Makes Smaller LLMs Stronger Problem-Solver
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #622
Visual Agents as Fast and Slow Thinkers
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #223
MM1.5: Methods, Analysis & Insights from Multimodal LLM Fine-tuning
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #140
Unlocking Point Processes through Point Set Diffusion
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #163
SafeDiffuser: Safe Planning with Diffusion Probabilistic Models
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #411
Learning View-invariant World Models for Visual Robotic Manipulation
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #568
ALBAR: Adversarial Learning approach to mitigate Biases in Action Recognition
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #244
InstructRAG: Instructing Retrieval-Augmented Generation via Self-Synthesized Rationales
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #571
Exploiting Structure in Offline Multi-Agent RL: The Benefits of Low Interaction Rank
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #174
Energy-based Backdoor Defense Against Federated Graph Learning
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #489
Efficient Cross-Episode Meta-RL
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #362
Adversarial Generative Flow Network for Solving Vehicle Routing Problems
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #272
DataMan: Data Manager for Pre-training Large Language Models
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #453
Graph Assisted Offline-Online Deep Reinforcement Learning for Dynamic Workflow Scheduling
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #225
$\text{D}_{2}\text{O}$: Dynamic Discriminative Operations for Efficient Long-Context Inference of Large Language Models
[
Slides]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #70
AugKD: Ingenious Augmentations Empower Knowledge Distillation for Image Super-Resolution
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #161
RB-Modulation: Training-Free Stylization using Reference-Based Modulation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #196
PAL: Sample-Efficient Personalized Reward Modeling for Pluralistic Alignment
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #170
Video In-context Learning: Autoregressive Transformers are Zero-Shot Video Imitators
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #577
Bi-Factorial Preference Optimization: Balancing Safety-Helpfulness in Language Models
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #617
LLM-SR: Scientific Equation Discovery via Programming with Large Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #372
Enhancing Zeroth-order Fine-tuning for Language Models with Low-rank Structures
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #92
Self-supervised Monocular Depth Estimation Robust to Reflective Surface Leveraged by Triplet Mining
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #565
Data Taggants: Dataset Ownership Verification Via Harmless Targeted Data Poisoning
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #34
Rapidly Adapting Policies to the Real-World via Simulation-Guided Fine-Tuning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #192
Unleashing the Power of Task-Specific Directions in Parameter Efficient Fine-tuning
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #479
Uncertainty Herding: One Active Learning Method for All Label Budgets
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #510
Reducing Hallucinations in Large Vision-Language Models via Latent Space Steering
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #283
ShortcutsBench: A Large-Scale Real-world Benchmark for API-based Agents
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #588
SEAL: Safety-enhanced Aligned LLM Fine-tuning via Bilevel Data Selection
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #207
Answer, Assemble, Ace: Understanding How LMs Answer Multiple Choice Questions
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #540
TIS-DPO: Token-level Importance Sampling for Direct Preference Optimization With Estimated Weights
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #139
ParaSolver: A Hierarchical Parallel Integral Solver for Diffusion Models
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #114
SoundCTM: Unifying Score-based and Consistency Models for Full-band Text-to-Sound Generation
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #370
Scalable Discrete Diffusion Samplers: Combinatorial Optimization and Statistical Physics
[
Slides]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #328
To Tackle Adversarial Transferability: A Novel Ensemble Training Method with Fourier Transformation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #171
Boosting Latent Diffusion with Perceptual Objectives
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #99
Adaptive Length Image Tokenization via Recurrent Allocation
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #398
Diffusing States and Matching Scores: A New Framework for Imitation Learning
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #492
Tree of Attributes Prompt Learning for Vision-Language Models
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #175
Towards Bridging Generalization and Expressivity of Graph Neural Networks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #25
Physics-aligned field reconstruction with diffusion bridge
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #289
G-LLaVA: Solving Geometric Problem with Multi-Modal Large Language Model
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #141
Enhancing Compositional Text-to-Image Generation with Reliable Random Seeds
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #88
Frequency-Guided Masking for Enhanced Vision Self-Supervised Learning
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #292
{$\tau$}-bench: A Benchmark for \underline{T}ool-\underline{A}gent-\underline{U}ser Interaction in Real-World Domains
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #638
LOKI: A Comprehensive Synthetic Data Detection Benchmark using Large Multimodal Models
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #530
How Far Are We from True Unlearnability?
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #247
Reflexive Guidance: Improving OoDD in Vision-Language Models via Self-Guided Image-Adaptive Concept Generation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #215
CHASE-SQL: Multi-Path Reasoning and Preference Optimized Candidate Selection in Text-to-SQL
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #634
A CLIP-Powered Framework for Robust and Generalizable Data Selection
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #436
Can One Modality Model Synergize Training of Other Modality Models?
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #511
Does Safety Training of LLMs Generalize to Semantically Related Natural Prompts?
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #365
A Theoretically-Principled Sparse, Connected, and Rigid Graph Representation of Molecules
[
Slides]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #519
Bridging the Semantic Gap Between Text and Table: A Case Study on NL2SQL
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #318
TIPS: Text-Image Pretraining with Spatial awareness
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #156
High-Dimensional Bayesian Optimisation with Gaussian Process Prior Variational Autoencoders
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #27
MAPS: Advancing Multi-Modal Reasoning in Expert-Level Physical Science
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #73
Fast Feedforward 3D Gaussian Splatting Compression
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #12
GlycanML: A Multi-Task and Multi-Structure Benchmark for Glycan Machine Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #517
BlueSuffix: Reinforced Blue Teaming for Vision-Language Models Against Jailbreak Attacks
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #354
FedLWS: Federated Learning with Adaptive Layer-wise Weight Shrinking
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #355
DRL: Decomposed Representation Learning for Tabular Anomaly Detection
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #93
Gaussian-Based Instance-Adaptive Intensity Modeling for Point-Supervised Facial Expression Spotting
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #178
MuseGNN: Forming Scalable, Convergent GNN Layers that Minimize a Sampling-Based Energy
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #576
Fine-Tuning Discrete Diffusion Models via Reward Optimization with Applications to DNA and Protein Design
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #611
AndroidWorld: A Dynamic Benchmarking Environment for Autonomous Agents
[
OpenReview]
Blog Track Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #452
Avoid Overclaims: Summary of Complexity Bounds for Algorithms in Minimization and Minimax Optimization
[
Slides]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #587
FaithEval: Can Your Language Model Stay Faithful to Context, Even If "The Moon is Made of Marshmallows"
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #42
Robots Pre-train Robots: Manipulation-Centric Robotic Representation from Large-Scale Robot Datasets
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #567
Longhorn: State Space Models are Amortized Online Learners
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #131
Scaling Stick-Breaking Attention: An Efficient Implementation and In-depth Study
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #238
Fiddler: CPU-GPU Orchestration for Fast Inference of Mixture-of-Experts Models
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #463
Near-optimal Active Regression of Single-Index Models
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #246
From Exploration to Mastery: Enabling LLMs to Master Tools via Self-Driven Interactions
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #475
Looped Transformers for Length Generalization
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #548
Efficient Reward Poisoning Attacks on Online Deep Reinforcement Learning
[
Poster]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #158
Infinite-Resolution Integral Noise Warping for Diffusion Models
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #149
MeshAnything: Artist-Created Mesh Generation with Autoregressive Transformers
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #221
The Crucial Role of Samplers in Online Direct Preference Optimization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #401
Reinforcement Learning from Imperfect Corrective Actions and Proxy Rewards
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #531
Is Your Multimodal Language Model Oversensitive to Safe Queries?
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #290
$\gamma-$MoD: Exploring Mixture-of-Depth Adaptation for Multimodal Large Language Models
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #33
DiffPC: Diffusion-based High Perceptual Fidelity Image Compression with Semantic Refinement
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #224
Learning LLM-as-a-Judge for Preference Alignment
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #136
HQ-Edit: A High-Quality Dataset for Instruction-based Image Editing
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #115
CARTS: Advancing Neural Theorem Proving with Diversified Tactic Calibration and Bias-Resistant Tree Search
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #640
Ultra-Sparse Memory Network
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #501
DynFrs: An Efficient Framework for Machine Unlearning in Random Forest
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #226
DeepSeek-Prover-V1.5: Harnessing Proof Assistant Feedback for Reinforcement Learning and Monte-Carlo Tree Search
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #146
Multi-Reward as Condition for Instruction-based Image Editing
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #542
A Benchmark for Semantic Sensitive Information in LLMs Outputs
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #623
Physics of Language Models: Part 3.2, Knowledge Manipulation
[
Slides]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #625
Knowledge Graph Finetuning Enhances Knowledge Manipulation in Large Language Models
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #209
Episodic Memories Generation and Evaluation Benchmark for Large Language Models
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #353
STAR: Stability-Inducing Weight Perturbation for Continual Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #626
OMG: Opacity Matters in Material Modeling with Gaussian Splatting
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #28
Text2PDE: Latent Diffusion Models for Accessible Physics Simulation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #201
Self-Evolving Multi-Agent Collaboration Networks for Software Development
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #125
On the Byzantine-Resilience of Distillation-Based Federated Learning
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #280
Adam-mini: Use Fewer Learning Rates To Gain More
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #20
GS-CPR: Efficient Camera Pose Refinement via 3D Gaussian Splatting
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #194
Synthetic continued pretraining
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #425
A Theoretical Analysis of Self-Supervised Learning for Vision Transformers
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #112
Open-Vocabulary Customization from CLIP via Data-Free Knowledge Distillation
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #53
WavTokenizer: an Efficient Acoustic Discrete Codec Tokenizer for Audio Language Modeling
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #105
EG4D: Explicit Generation of 4D Object without Score Distillation
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #300
DOTS: Learning to Reason Dynamically in LLMs via Optimal Reasoning Trajectories Search
[
Slides]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #288
Hypothetical Minds: Scaffolding Theory of Mind for Multi-Agent Tasks with Large Language Models
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #49
MaskGCT: Zero-Shot Text-to-Speech with Masked Generative Codec Transformer
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #381
Constraint-Conditioned Actor-Critic for Offline Safe Reinforcement Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #94
Diffusion$^2$: Dynamic 3D Content Generation via Score Composition of Video and Multi-view Diffusion Models
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #607
Multi-Resolution Decomposable Diffusion Model for Non-Stationary Time Series Anomaly Detection
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #72
DisPose: Disentangling Pose Guidance for Controllable Human Image Animation
[
Poster]
[
OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #269
Tool-Planner: Task Planning with Clusters across Multiple Tools
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OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #64
Generation and Comprehension Hand-in-Hand: Vision-guided Expression Diffusion for Boosting Referring Expression Generation and Comprehension
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OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #68
3DGS-Drag: Dragging Gaussians for Intuitive Point-Based 3D Editing
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OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #122
BP-Modified Local Loss for Efficient Training of Deep Neural Networks
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OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #271
Your Mixture-of-Experts LLM Is Secretly an Embedding Model for Free
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Poster]
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OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #366
Local convergence of simultaneous min-max algorithms to differential equilibrium on Riemannian manifold
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OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #435
Efficient Online Pruning and Abstraction for Imperfect Information Extensive-Form Games
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Poster]
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OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #447
Bounds on $L_p$ Errors in Density Ratio Estimation via $f$-Divergence Loss Functions
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Poster]
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OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #480
Let SSMs be ConvNets: State-space Modeling with Optimal Tensor Contractions
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Poster]
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OpenReview]
Poster
Thu Apr 24 07:00 PM -- 09:30 PM (PDT) @ Hall 3 + Hall 2B #620
ViBiDSampler: Enhancing Video Interpolation Using Bidirectional Diffusion Sampler
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OpenReview]
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