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Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-219
Unifying Knowledge from Diverse Datasets to Enhance Spatial-Temporal Modeling: A Granularity-Adaptive Geographical Embedding Approach
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Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-521
Toward a Unified Theory of Gradient Descent under Generalized Smoothness
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Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-817
Power Mean Estimation in Stochastic Continuous Monte-Carlo Tree Search
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Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-513
COGNATE: Acceleration of Sparse Tensor Programs on Emerging Hardware using Transfer Learning
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Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-900
Efficient Multivariate Robust Mean Estimation Under Mean-Shift Contamination
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Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-612
When, Where and Why to Average Weights?
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Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-519
Towards Understanding Gradient Dynamics of the Sliced-Wasserstein Distance via Critical Point Analysis
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Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-710
Proto Successor Measure: Representing the Behavior Space of an RL Agent
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Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-915
Geometric Resampling in Nearly Linear Time for Follow-the-Perturbed-Leader with Best-of-Both-Worlds Guarantee in Bandit Problems
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Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-104
AutoML-Agent: A Multi-Agent LLM Framework for Full-Pipeline AutoML
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Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-619
Geometric Algebra Planes: Convex Implicit Neural Volumes
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Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-308
LieRE: Lie Rotational Positional Encodings
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Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-705
Robot-Gated Interactive Imitation Learning with Adaptive Intervention Mechanism
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Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-408
Efficient First-Order Optimization on the Pareto Set for Multi-Objective Learning under Preference Guidance
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Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-403
Dynamical Modeling of Behaviorally Relevant Spatiotemporal Patterns in Neural Imaging Data
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Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-319
LangDAug: Langevin Data Augmentation for Multi-Source Domain Generalization in Medical Image Segmentation
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Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-510
BRIDGE: Bootstrapping Text to Control Time-Series Generation via Multi-Agent Iterative Optimization and Diffusion Modeling
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Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-821
Zero Shot Generalization of Vision-Based RL Without Data Augmentation
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Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-407
Promoting Ensemble Diversity with Interactive Bayesian Distributional Robustness for Fine-tuning Foundation Models
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Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-105
AffectGPT: A New Dataset, Model, and Benchmark for Emotion Understanding with Multimodal Large Language Models
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Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-616
Breaking Barriers: Combinatorial Algorithms for Non-Monotone Submodular Maximization with Sublinear Adaptivity and $1/e$ Approximation
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Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-919
Improved Regret Analysis in Gaussian Process Bandits: Optimality for Noiseless Reward, RKHS norm, and Non-Stationary Variance
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Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-410
Adaptive Elicitation of Latent Information Using Natural Language
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Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-416
Sortformer: A Novel Approach for Permutation-Resolved Speaker Supervision in Speech-to-Text Systems
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Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-603
EARL-BO: Reinforcement Learning for Multi-Step Lookahead, High-Dimensional Bayesian Optimization
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Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-819
Finite-Time Global Optimality Convergence in Deep Neural Actor-Critic Methods for Decentralized Multi-Agent Reinforcement Learning
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Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-122
Latent Mamba Operator for Partial Differential Equations
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Spotlight Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-918
High-Dimensional Prediction for Sequential Decision Making
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Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-507
Exploring Representations and Interventions in Time Series Foundation Models
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Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-804
Anytime-Constrained Equilibria in Polynomial Time
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Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-106
Skip the Equations: Learning Behavior of Personalized Dynamical Systems Directly From Data
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Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-409
High-Fidelity Simultaneous Speech-To-Speech Translation
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Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-100
Windows Agent Arena: Evaluating Multi-Modal OS Agents at Scale
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Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-909
Nonlinear transformers can perform inference-time feature learning
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Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-305
Beyond the Permutation Symmetry of Transformers: The Role of Rotation for Model Fusion
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Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-711
CLARIFY: Contrastive Preference Reinforcement Learning for Untangling Ambiguous Queries
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Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-511
Latent Variable Estimation in Bayesian Black-Litterman Models
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Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-508
TimePro: Efficient Multivariate Long-term Time Series Forecasting with Variable- and Time-Aware Hyper-state
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Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-715
Mastering Massive Multi-Task Reinforcement Learning via Mixture-of-Expert Decision Transformer
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Spotlight Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-221
Rethink GraphODE Generalization within Coupled Dynamical System
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Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-103
Invariant Deep Uplift Modeling for Incentive Assignment in Online Marketing via Probability of Necessity and Sufficiency
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Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-419
Boosting Masked ECG-Text Auto-Encoders as Discriminative Learners
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Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-420
Domain-Adapted Diffusion Model for PROTAC Linker Design Through the Lens of Density Ratio in Chemical Space
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Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-917
On Mitigating Affinity Bias through Bandits with Evolving Biased Feedback
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Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-709
LMRL Gym: Benchmarks for Multi-Turn Reinforcement Learning with Language Models
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Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-1010
Fully Dynamic Embedding into $\ell_p$ Spaces
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Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-1011
Understanding the Kronecker Matrix-Vector Complexity of Linear Algebra
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Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-1012
Square$\chi$PO: Differentially Private and Robust $\chi^2$-Preference Optimization in Offline Direct Alignment
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Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-807
A Theoretical Study of (Hyper) Self-Attention through the Lens of Interactions: Representation, Training, Generalization
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Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-916
Online Episodic Convex Reinforcement Learning
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Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-515
Chip Placement with Diffusion Models
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Spotlight Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-301
Efficient and Separate Authentication Image Steganography Network
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Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-123
Piloting Structure-Based Drug Design via Modality-Specific Optimal Schedule
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Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-503
SAM2Act: Integrating Visual Foundation Model with A Memory Architecture for Robotic Manipulation
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Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-121
Quadruple Attention in Many-body Systems for Accurate Molecular Property Predictions
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Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-520
Fast Tensor Completion via Approximate Richardson Iteration
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Spotlight Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-404
Scaling Laws for Task-Optimized Models of the Primate Visual Ventral Stream
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Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-914
Dueling Convex Optimization with General Preferences
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Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-120
UniSim: A Unified Simulator for Time-Coarsened Dynamics of Biomolecules
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Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-721
The Courage to Stop: Overcoming Sunk Cost Fallacy in Deep Reinforcement Learning
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Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-502
DiffusionVLA: Scaling Robot Foundation Models via Unified Diffusion and Autoregression
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Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-706
Score as Action: Fine Tuning Diffusion Generative Models by Continuous-time Reinforcement Learning
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Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-903
Provable Efficiency of Guidance in Diffusion Models for General Data Distribution
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Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-810
Universal Length Generalization with Turing Programs
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Spotlight Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-115
Learning Smooth and Expressive Interatomic Potentials for Physical Property Prediction
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Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-114
Boosting Protein Graph Representations through Static-Dynamic Fusion
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Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-504
Optimizing Social Network Interventions via Hypergradient-Based Recommender System Design
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Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-611
Guarantees of a Preconditioned Subgradient Algorithm for Overparameterized Asymmetric Low-rank Matrix Recovery
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Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-205
Task-Gated Multi-Expert Collaboration Network for Degraded Multi-Modal Image Fusion
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Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-518
Aligned Multi Objective Optimization
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Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-604
Refining Adaptive Zeroth-Order Optimization at Ease
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Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-1014
Bellman Unbiasedness: Toward Provably Efficient Distributional Reinforcement Learning with General Value Function Approximation
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Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-111
Retrieval Augmented Zero-Shot Enzyme Generation for Specified Substrate
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Spotlight Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-402
Learning Time-Varying Multi-Region Brain Communications via Scalable Markovian Gaussian Processes
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Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-901
Understanding the Statistical Accuracy-Communication Trade-off in Personalized Federated Learning with Minimax Guarantees
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Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-921
A Parameter-Free and Near-Optimal Zeroth-Order Algorithm for Stochastic Convex Optimization
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Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-514
DiMa: Understanding the Hardness of Online Matching Problems via Diffusion Models
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Spotlight Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-702
Policy Regularization on Globally Accessible States in Cross-Dynamics Reinforcement Learning
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Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-912
Prediction-Aware Learning in Multi-Agent Systems
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Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-209
Beyond Cropped Regions: New Benchmark and Corresponding Baseline for Chinese Scene Text Retrieval in Diverse Layouts
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Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-220
Inverse problems with experiment-guided AlphaFold
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Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-102
Generalization Principles for Inference over Text-Attributed Graphs with Large Language Models
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Spotlight Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-701
Penalizing Infeasible Actions and Reward Scaling in Reinforcement Learning with Offline Data
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Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-316
PepTune: De Novo Generation of Therapeutic Peptides with Multi-Objective-Guided Discrete Diffusion
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Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-1017
On Differential Privacy for Adaptively Solving Search Problems via Sketching
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Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-505
Causality-Aware Contrastive Learning for Robust Multivariate Time-Series Anomaly Detection
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Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-212
Text-to-CAD Generation Through Infusing Visual Feedback in Large Language Models
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Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-213
Visual Abstraction: A Plug-and-Play Approach for Text-Visual Retrieval
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Spotlight Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-313
Distribution-aware Fairness Learning in Medical Image Segmentation From A Control-Theoretic Perspective
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Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-314
EARTH: Epidemiology-Aware Neural ODE with Continuous Disease Transmission Graph
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Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-1015
Quantum Speedups in Regret Analysis of Infinite Horizon Average-Reward Markov Decision Processes
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Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-214
Visual Graph Arena: Evaluating Visual Conceptualization of Vision and Multimodal Large Language Models
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Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-608
The Global Convergence Time of Stochastic Gradient Descent in Non-Convex Landscapes: Sharp Estimates via Large Deviations
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Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-920
Generalization of noisy SGD in unbounded non-convex settings
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Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-216
MoMa: Modulating Mamba for Adapting Image Foundation Models to Video Recognition
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Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-602
SERENA: A Unified Stochastic Recursive Variance Reduced Gradient Framework for Riemannian Non-Convex Optimization
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Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-517
PARQ: Piecewise-Affine Regularized Quantization
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Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-805
Continuous-Time Analysis of Heavy Ball Momentum in Min-Max Games
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Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-512
LineFlow: A Framework to Learn Active Control of Production Lines
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Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-312
SAFER: A Calibrated Risk-Aware Multimodal Recommendation Model for Dynamic Treatment Regimes
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Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-203
Scaling Large Motion Models with Million-Level Human Motions
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Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-107
Thermalizer: Stable autoregressive neural emulation of spatiotemporal chaos
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Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-820
Sable: a Performant, Efficient and Scalable Sequence Model for MARL
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Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-113
Learn Singularly Perturbed Solutions via Homotopy Dynamics
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Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-600
Online Pre-Training for Offline-to-Online Reinforcement Learning
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Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-601
Enhancing Diversity In Parallel Agents: A Maximum State Entropy Exploration Story
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Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-717
Efficient Skill Discovery via Regret-Aware Optimization
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Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-621
Scaffold with Stochastic Gradients: New Analysis with Linear Speed-Up
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Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-802
Mastering Multiple-Expert Routing: Realizable $H$-Consistency and Strong Guarantees for Learning to Defer
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Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-716
Hierarchical Reinforcement Learning with Uncertainty-Guided Diffusional Subgoals
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Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-418
From Mechanistic Interpretability to Mechanistic Biology: Training, Evaluating, and Interpreting Sparse Autoencoders on Protein Language Models
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Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-417
Long-Form Speech Generation with Spoken Language Models
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Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-311
Cross-Modal Alignment via Variational Copula Modelling
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Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-415
Learning from others' mistakes: Finetuning machine translation models with span-level error annotations
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Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-414
CoSER: Coordinating LLM-Based Persona Simulation of Established Roles
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Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-720
Comparing Comparisons: Informative and Easy Human Feedback with Distinguishability Queries
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Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-607
A Comprehensive Framework for Analyzing the Convergence of Adam: Bridging the Gap with SGD
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OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-401
Efficient Robotic Policy Learning via Latent Space Backward Planning
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Poster]
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OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-310
Auto-reconfiguration for Latency Minimization in CPU-based DNN Serving
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Slides]
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Poster]
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OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-911
Connecting Thompson Sampling and UCB: Towards More Efficient Trade-offs Between Privacy and Regret
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OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-811
Grokking Beyond the Euclidean Norm of Model Parameters
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Poster]
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OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-411
A Variational Framework for Improving Naturalness in Generative Spoken Language Models
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Poster]
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OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-110
Foundation Molecular Grammar: Multi-Modal Foundation Models Induce Interpretable Molecular Graph Languages
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Slides]
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OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-712
A Large Recurrent Action Model: xLSTM enables Fast Inference for Robotics Tasks
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OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-318
Reconstructing Cell Lineage Trees from Phenotypic Features with Metric Learning
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OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-713
Flow Q-Learning
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Poster]
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OpenReview]
Spotlight Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-1020
Expected Variational Inequalities
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OpenReview]
Spotlight Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-813
Towards Better-than-2 Approximation for Constrained Correlation Clustering
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Slides]
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Poster]
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OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-703
Online Laplacian-Based Representation Learning in Reinforcement Learning
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Poster]
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OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-902
A Theory for Conditional Generative Modeling on Multiple Data Sources
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OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-617
Edge-Colored Clustering in Hypergraphs: Beyond Minimizing Unsatisfied Edges
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Poster]
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OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-1016
Rectifying Conformity Scores for Better Conditional Coverage
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OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-913
Regret-Free Reinforcement Learning for Temporal Logic Specifications
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Poster]
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OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-116
Retrieval-Augmented Language Model for Knowledge-aware Protein Encoding
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Slides]
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Poster]
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OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-118
OmniArch: Building Foundation Model for Scientific Computing
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Slides]
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Poster]
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OpenReview]
Spotlight Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-806
A Closer Look at Multimodal Representation Collapse
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Slides]
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Poster]
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OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-906
A Unified View on Learning Unnormalized Distributions via Noise-Contrastive Estimation
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Poster]
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OpenReview]
Spotlight Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-610
Stochastic Smoothed Primal-Dual Algorithms for Nonconvex Optimization with Linear Inequality Constraints
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OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-315
CFP-Gen: Combinatorial Functional Protein Generation via Diffusion Language Models
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Poster]
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OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-400
Closed-Loop Long-Horizon Robotic Planning via Equilibrium Sequence Modeling
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Poster]
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OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-306
AGAV-Rater: Adapting Large Multimodal Model for AI-Generated Audio-Visual Quality Assessment
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Poster]
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OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-201
Attributes Shape the Embedding Space of Face Recognition Models
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Poster]
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OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-606
Provable Benefit of Random Permutations over Uniform Sampling in Stochastic Coordinate Descent
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Slides]
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Poster]
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OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-218
Probabilistic Interactive 3D Segmentation with Hierarchical Neural Processes
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Poster]
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OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-620
The Sparse-Plus-Low-Rank Quasi-Newton Method for Entropic-Regularized Optimal Transport
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Slides]
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Poster]
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OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-412
Synthesizing Privacy-Preserving Text Data via Finetuning *without* Finetuning Billion-Scale LLMs
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Poster]
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OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-809
Propagation of Chaos for Mean-Field Langevin Dynamics and its Application to Model Ensemble
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Slides]
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OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-800
Generalization Analysis for Controllable Learning
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Poster]
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OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-803
Learning Configurations for Data-Driven Multi-Objective Optimization
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OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-300
SlimLLM: Accurate Structured Pruning for Large Language Models
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Poster]
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OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-801
Graph Attention is Not Always Beneficial: A Theoretical Analysis of Graph Attention Mechanisms via Contextual Stochastic Block Models
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Slides]
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OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-217
Event-Customized Image Generation
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OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-700
Maximum Total Correlation Reinforcement Learning
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Poster]
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OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-615
Nesterov Method for Asynchronous Pipeline Parallel Optimization
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Slides]
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Poster]
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OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-719
DIME: Diffusion-Based Maximum Entropy Reinforcement Learning
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OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-215
Steerable Transformers for Volumetric Data
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OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-605
BARK: A Fully Bayesian Tree Kernel for Black-box Optimization
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Poster]
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OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-910
Constrained Online Convex Optimization with Polyak Feasibility Steps
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OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-109
Sidechain conditioning and modeling for full-atom protein sequence design with FAMPNN
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OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-211
MuLan: Adapting Multilingual Diffusion Models for Hundreds of Languages with Negligible Cost
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Poster]
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OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-413
Emotional Face-to-Speech
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OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-618
Faster Global Minimum Cut with Predictions
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OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-210
UncertainSAM: Fast and Efficient Uncertainty Quantification of the Segment Anything Model
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Slides]
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Poster]
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OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-614
Shortcut-connected Expert Parallelism for Accelerating Mixture of Experts
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Poster]
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OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-317
Protriever: End-to-End Differentiable Protein Homology Search for Fitness Prediction
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OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-208
ReFrame: Layer Caching for Accelerated Inference in Real-Time Rendering
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Poster]
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OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-613
Improving Generalization in Federated Learning with Highly Heterogeneous Data via Momentum-Based Stochastic Controlled Weight Averaging
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Slides]
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Poster]
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OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-207
3D Question Answering via only 2D Vision-Language Models
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Slides]
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Poster]
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OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-206
Diff-MoE: Diffusion Transformer with Time-Aware and Space-Adaptive Experts
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Poster]
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OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-1013
Accelerating Quantum Reinforcement Learning with a Quantum Natural Policy Gradient Based Approach
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OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-202
Agent Workflow Memory
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Poster]
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OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-112
LLM-Augmented Chemical Synthesis and Design Decision Programs
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OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-1019
$\mathcal{V}ista\mathcal{DPO}$: Video Hierarchical Spatial-Temporal Direct Preference Optimization for Large Video Models
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Poster]
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OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-320
Gradient-based Explanations for Deep Learning Survival Models
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Poster]
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OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-704
Meta-Reinforcement Learning with Adaptation from Human Feedback via Preference-Order-Preserving Task Embedding
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Slides]
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Poster]
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OpenReview]
Spotlight Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-406
SynEVO: A neuro-inspired spatiotemporal evolutional framework for cross-domain adaptation
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Poster]
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OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-204
Componential Prompt-Knowledge Alignment for Domain Incremental Learning
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Poster]
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OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-812
Sharp Optimality of Simple, Plug-in Estimation of the Fisher Information of a Smoothed Density
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OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-500
DriveGPT: Scaling Autoregressive Behavior Models for Driving
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Poster]
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OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-321
Breaking the Barrier of Hard Samples: A Data-Centric Approach to Synthetic Data for Medical Tasks
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Poster]
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OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-108
Differential Privacy Under Class Imbalance: Methods and Empirical Insights
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OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-501
A Physics-Informed Machine Learning Framework for Safe and Optimal Control of Autonomous Systems
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Slides]
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Poster]
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OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-117
A Physics-Augmented Deep Learning Framework for Classifying Single Molecule Force Spectroscopy Data
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Poster]
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OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-405
BSO: Binary Spiking Online Optimization Algorithm
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Poster]
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OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-119
Sub-Sequential Physics-Informed Learning with State Space Model
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OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-707
Consensus Based Stochastic Optimal Control
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Poster]
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OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-905
Towards Understanding Catastrophic Forgetting in Two-layer Convolutional Neural Networks
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OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-421
SUICA: Learning Super-high Dimensional Sparse Implicit Neural Representations for Spatial Transcriptomics
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Slides]
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Poster]
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OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-708
RobustLight: Improving Robustness via Diffusion Reinforcement Learning for Traffic Signal Control
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Slides]
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Poster]
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OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-101
CursorCore: Assist Programming through Aligning Anything
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OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-200
CoCoA-Mix: Confusion-and-Confidence-Aware Mixture Model for Context Optimization
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Slides]
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Poster]
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OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-907
Grokking at the Edge of Linear Separability
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Slides]
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OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-908
Policy-Regret Minimization in Markov Games with Function Approximation
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OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-1018
Matrix Completion with Incomplete Side Information via Orthogonal Complement Projection
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OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-302
Subobject-level Image Tokenization
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OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-303
Complex Wavelet Mutual Information Loss: A Multi-Scale Loss Function for Semantic Segmentation
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OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-808
Improved Expressivity of Hypergraph Neural Networks through High-Dimensional Generalized Weisfeiler-Leman Algorithms
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Poster]
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OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-304
Gamma Distribution PCA-Enhanced Feature Learning for Angle-Robust SAR Target Recognition
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Slides]
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Poster]
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OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-307
Orient Anything: Learning Robust Object Orientation Estimation from Rendering 3D Models
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OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-1009
Dimensionality Reduction on Complex Vector Spaces for Euclidean Distance with Dynamic Weights
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OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-816
Improving the Continuity of Goal-Achievement Ability via Policy Self-Regularization for Goal-Conditioned Reinforcement Learning
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Slides]
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Poster]
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OpenReview]
Poster
Wed Jul 16 04:30 PM -- 07:00 PM (PDT) @ West Exhibition Hall B2-B3 #W-309
DAMA: Data- and Model-aware Alignment of Multi-modal LLMs
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Poster]
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OpenReview]
