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Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2714
Active Preference Learning for Large Language Models
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2814
Encodings for Prediction-based Neural Architecture Search
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #415
Distribution Alignment Optimization through Neural Collapse for Long-tailed Classification
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #417
Diagnosing the Compositional Knowledge of Vision Language Models from a Game-Theoretic View
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Spotlight Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1306
Failures Are Fated, But Can Be Faded: Characterizing and Mitigating Unwanted Behaviors in Large-Scale Vision and Language Models
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #213
PARCv2: Physics-aware Recurrent Convolutional Neural Networks for Spatiotemporal Dynamics Modeling
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #107
GeoMFormer: A General Architecture for Geometric Molecular Representation Learning
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2705
$\texttt{MoE-RBench}$: Towards Building Reliable Language Models with Sparse Mixture-of-Experts
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #910
A Mechanistic Understanding of Alignment Algorithms: A Case Study on DPO and Toxicity
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2209
TIC-TAC: A Framework For Improved Covariance Estimation In Deep Heteroscedastic Regression
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2512
Unbiased Multi-Label Learning from Crowdsourced Annotations
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #801
An Intrinsic Vector Heat Network
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #806
Towards an Understanding of Stepwise Inference in Transformers: A Synthetic Graph Navigation Model
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2711
Implicit meta-learning may lead language models to trust more reliable sources
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #206
Residual-Conditioned Optimal Transport: Towards Structure-Preserving Unpaired and Paired Image Restoration
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2708
Prometheus: Out-of-distribution Fluid Dynamics Modeling with Disentangled Graph ODE
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1200
Bayesian Uncertainty for Gradient Aggregation in Multi-Task Learning
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1403
Learning to Play Atari in a World of Tokens
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2610
Not all distributional shifts are equal: Fine-grained robust conformal inference
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Spotlight Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1900
No Dimensional Sampling Coresets for Classification
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2110
Hyperbolic Optimizer as a Dynamical System
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1307
Scalable Online Exploration via Coverability
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1402
Learning the Target Network in Function Space
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1703
Bipartite Matching in Massive Graphs: A Tight Analysis of EDCS
Spotlight Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2212
Memory Consolidation Enables Long-Context Video Understanding
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2216
Analyzing $D^\alpha$ seeding for $k$-means
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2415
Relational DNN Verification With Cross Executional Bound Refinement
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2416
Adversarial Robustness Limits via Scaling-Law and Human-Alignment Studies
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #712
Neural Diffusion Models
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #215
CoLoRA: Continuous low-rank adaptation for reduced implicit neural modeling of parameterized partial differential equations
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1603
Naive Bayes Classifiers over Missing Data: Decision and Poisoning
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2816
Private Gradient Descent for Linear Regression: Tighter Error Bounds and Instance-Specific Uncertainty Estimation
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #815
Medusa: Simple LLM Inference Acceleration Framework with Multiple Decoding Heads
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1803
Can a Few Decide for Many? The Metric Distortion of Sortition
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1304
Feasibility Consistent Representation Learning for Safe Reinforcement Learning
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #202
Scribble-Supervised Semantic Segmentation with Prototype-based Feature Augmentation
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2909
InstructZero: Efficient Instruction Optimization for Black-Box Large Language Models
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2300
MaSS: Multi-attribute Selective Suppression for Utility-preserving Data Transformation from an Information-theoretic Perspective
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #214
Positional Knowledge is All You Need: Position-induced Transformer (PiT) for Operator Learning
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1000
In-Context Sharpness as Alerts: An Inner Representation Perspective for Hallucination Mitigation
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #613
Enhancing Implicit Shape Generators Using Topological Regularizations
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1015
BadPart: Unified Black-box Adversarial Patch Attacks against Pixel-wise Regression Tasks
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #316
Enhancing Trajectory Prediction through Self-Supervised Waypoint Distortion Prediction
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #405
Neurodegenerative Brain Network Classification via Adaptive Diffusion with Temporal Regularization
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #615
Scalable Wasserstein Gradient Flow for Generative Modeling through Unbalanced Optimal Transport
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1100
A Provably Effective Method for Pruning Experts in Fine-tuned Sparse Mixture-of-Experts
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2305
Position: Beyond Personhood: Agency, Accountability, and the Limits of Anthropomorphic Ethical Analysis
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1116
High-Order Contrastive Learning with Fine-grained Comparative Levels for Sparse Ordinal Tensor Completion
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #602
Going beyond Compositions, DDPMs Can Produce Zero-Shot Interpolations
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2817
Efficient Algorithms for Sum-Of-Minimum Optimization
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1014
Robust Stable Spiking Neural Networks
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1311
Quality Diversity through Human Feedback: Towards Open-Ended Diversity-Driven Optimization
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2609
Pruner-Zero: Evolving Symbolic Pruning Metric From Scratch for Large Language Models
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2617
Principled Gradient-Based MCMC for Conditional Sampling of Text
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #816
MuxServe: Flexible Spatial-Temporal Multiplexing for Multiple LLM Serving
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2302
Making Old Things New: A Unified Algorithm for Differentially Private Clustering
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1602
Outlier-robust Kalman Filtering through Generalised Bayes
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1314
Barrier Algorithms for Constrained Non-Convex Optimization
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Spotlight Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1204
Model Alignment as Prospect Theoretic Optimization
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1008
Out of the Ordinary: Spectrally Adapting Regression for Covariate Shift
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #805
DOGE: Domain Reweighting with Generalization Estimation
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1203
Positive Concave Deep Equilibrium Models
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2805
Parameter-Efficient Fine-Tuning with Discrete Fourier Transform
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1110
Position: Categorical Deep Learning is an Algebraic Theory of All Architectures
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2317
Optimal Eye Surgeon: Finding image priors through sparse generators at initialization
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2901
Evolution-Inspired Loss Functions for Protein Representation Learning
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1205
Scaling Down Deep Learning with MNIST-1D
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2706
On the Diminishing Returns of Width for Continual Learning
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2917
FedRC: Tackling Diverse Distribution Shifts Challenge in Federated Learning by Robust Clustering
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #916
GistScore: Learning Better Representations for In-Context Example Selection with Gist Bottlenecks
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #715
Isometric Representation Learning for Disentangled Latent Space of Diffusion Models
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #902
Two Stones Hit One Bird: Bilevel Positional Encoding for Better Length Extrapolation
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1405
ReDiffuser: Reliable Decision-Making Using a Diffuser with Confidence Estimation
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1805
In-context Convergence of Transformers
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #813
Machine Vision Therapy: Multimodal Large Language Models Can Enhance Visual Robustness via Denoising In-Context Learning
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2702
Triadic-OCD: Asynchronous Online Change Detection with Provable Robustness, Optimality, and Convergence
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #308
SAMformer: Unlocking the Potential of Transformers in Time Series Forecasting with Sharpness-Aware Minimization and Channel-Wise Attention
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2402
Rethinking DP-SGD in Discrete Domain: Exploring Logistic Distribution in the Realm of signSGD
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2004
Online Non-stochastic Control with Partial Feedback
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #606
An Independence-promoting Loss for Music Generation with Language Models
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #501
Repeat After Me: Transformers are Better than State Space Models at Copying
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #203
GeminiFusion: Efficient Pixel-wise Multimodal Fusion for Vision Transformer
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1017
FedSC: Provable Federated Self-supervised Learning with Spectral Contrastive Objective over Non-i.i.d. Data
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1700
IW-GAE: Importance weighted group accuracy estimation for improved calibration and model selection in unsupervised domain adaptation
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Spotlight Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1808
Replicable Learning of Large-Margin Halfspaces
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1406
Think Before You Act: Decision Transformers with Working Memory
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #116
Pluvial Flood Emulation with Hydraulics-informed Message Passing
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2606
Fair Classification with Partial Feedback: An Exploration-Based Data Collection Approach
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #502
Polynomial-based Self-Attention for Table Representation Learning
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1707
Provably Scalable Black-Box Variational Inference with Structured Variational Families
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1804
Compression of Structured Data with Autoencoders: Provable Benefit of Nonlinearities and Depth
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #311
KISA: A Unified Keyframe Identifier and Skill Annotator for Long-Horizon Robotics Demonstrations
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1115
Modeling Caption Diversity in Contrastive Vision-Language Pretraining
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2111
Chasing Convex Functions with Long-term Constraints
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Spotlight Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2109
Fundamental Benefit of Alternating Updates in Minimax Optimization
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2511
Data Poisoning Attacks against Conformal Prediction
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1417
Value-Evolutionary-Based Reinforcement Learning
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #409
Multi-Region Markovian Gaussian Process: An Efficient Method to Discover Directional Communications Across Multiple Brain Regions
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2615
DiffFPR: Diffusion Prior for Oversampled Fourier Phase Retrieval
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2510
OODRobustBench: a Benchmark and Large-Scale Analysis of Adversarial Robustness under Distribution Shift
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #301
FlashST: A Simple and Universal Prompt-Tuning Framework for Traffic Prediction
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #401
IIANet: An Intra- and Inter-Modality Attention Network for Audio-Visual Speech Separation
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #117
GeoReasoner: Geo-localization with Reasoning in Street Views using a Large Vision-Language Model
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2608
KernelWarehouse: Rethinking the Design of Dynamic Convolution
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #306
From Fourier to Neural ODEs: Flow Matching for Modeling Complex Systems
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1502
EvoRainbow: Combining Improvements in Evolutionary Reinforcement Learning for Policy Search
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2113
Parsimonious Learning-Augmented Approximations for Dense Instances of $\mathcal{NP}$-hard Problems
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #309
SparseTSF: Modeling Long-term Time Series Forecasting with *1k* Parameters
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #115
GeoAB: Towards Realistic Antibody Design and Reliable Affinity Maturation
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1607
Scaling Tractable Probabilistic Circuits: A Systems Perspective
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #706
Graph Adversarial Diffusion Convolution
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1411
Unlock the Cognitive Generalization of Deep Reinforcement Learning via Granular Ball Representation
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2000
On the Feasibility of Single-Pass Full-Capacity Learning in Linear Threshold Neurons with Binary Input Vectors
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2303
Tuning-free Estimation and Inference of Cumulative Distribution Function under Local Differential Privacy
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1103
From Generalization Analysis to Optimization Designs for State Space Models
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1906
Convergence of Online Learning Algorithm for a Mixture of Multiple Linear Regressions
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1214
Moreau Envelope for Nonconvex Bi-Level Optimization: A Single-Loop and Hessian-Free Solution Strategy
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #812
KIVI: A Tuning-Free Asymmetric 2bit Quantization for KV Cache
Spotlight Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1802
Pairwise Alignment Improves Graph Domain Adaptation
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #707
EiG-Search: Generating Edge-Induced Subgraphs for GNN Explanation in Linear Time
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #315
Potential Based Diffusion Motion Planning
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1408
Rethinking Decision Transformer via Hierarchical Reinforcement Learning
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2517
Neighboring Perturbations of Knowledge Editing on Large Language Models
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2404
Split-and-Denoise: Protect large language model inference with local differential privacy
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1217
Submodular framework for structured-sparse optimal transport
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2603
Using AI Uncertainty Quantification to Improve Human Decision-Making
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2900
Rethinking Independent Cross-Entropy Loss For Graph-Structured Data
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #605
Efficient World Models with Context-Aware Tokenization
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1907
A Theory of Non-Linear Feature Learning with One Gradient Step in Two-Layer Neural Networks
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Spotlight Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2306
Position: Levels of AGI for Operationalizing Progress on the Path to AGI
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2002
Optimal bounds for $\ell_p$ sensitivity sampling via $\ell_2$ augmentation
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1606
Learning in Deep Factor Graphs with Gaussian Belief Propagation
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #515
Equivariant Deep Weight Space Alignment
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1807
On Least Square Estimation in Softmax Gating Mixture of Experts
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Spotlight Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1013
The Perception-Robustness Tradeoff in Deterministic Image Restoration
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2601
Linear Explanations for Individual Neurons
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2612
Implicit Representations via Operator Learning
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #302
$S^2$IP-LLM: Semantic Space Informed Prompt Learning with LLM for Time Series Forecasting
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #416
Position: Bayesian Deep Learning is Needed in the Age of Large-Scale AI
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2600
The Linear Representation Hypothesis and the Geometry of Large Language Models
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1106
Graph Automorphism Group Equivariant Neural Networks
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1302
Pragmatic Feature Preferences: Learning Reward-Relevant Preferences from Human Input
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2100
Learning Multiple Secrets in Mastermind
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2414
ByMI: Byzantine Machine Identification with False Discovery Rate Control
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1012
Connect Later: Improving Fine-tuning for Robustness with Targeted Augmentations
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1104
TabLog: Test-Time Adaptation for Tabular Data Using Logic Rules
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2206
Invariant Risk Minimization Is A Total Variation Model
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2905
Position: Application-Driven Innovation in Machine Learning
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Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2208
Generalizing Orthogonalization for Models with Non-Linearities
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Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #216
A fast algorithm to simulate nonlinear resistive networks
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #714
Towards Scalable and Versatile Weight Space Learning
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #402
Language Generation with Strictly Proper Scoring Rules
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #205
Sample-Efficient Robust Multi-Agent Reinforcement Learning in the Face of Environmental Uncertainty
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #808
CrossGET: Cross-Guided Ensemble of Tokens for Accelerating Vision-Language Transformers
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #607
Embarrassingly Parallel GFlowNets
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1600
Probabilistic Modeling of Interpersonal Coordination Processes
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #113
Generative Enzyme Design Guided by Functionally Important Sites and Small-Molecule Substrates
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #108
Harmonic Self-Conditioned Flow Matching for joint Multi-Ligand Docking and Binding Site Design
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2604
Learning to Intervene on Concept Bottlenecks
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2403
Rényi Pufferfish Privacy: General Additive Noise Mechanisms and Privacy Amplification by Iteration via Shift Reduction Lemmas
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2707
LSEnet: Lorentz Structural Entropy Neural Network for Deep Graph Clustering
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1201
Interpretable Deep Clustering for Tabular Data
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2312
Merging Multi-Task Models via Weight-Ensembling Mixture of Experts
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #211
SSL4Q: Semi-Supervised Learning of Quantum Data with Application to Quantum State Classification
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1209
Finite Smoothing Algorithm for High-Dimensional Support Vector Machines and Quantile Regression
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2313
MOKD: Cross-domain Finetuning for Few-shot Classification via Maximizing Optimized Kernel Dependence
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2804
OT-CLIP: Understanding and Generalizing CLIP via Optimal Transport
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2412
Position: Do Not Explain Vision Models Without Context
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #400
An Efficient Self-Learning Framework For Interactive Spoken Dialog Systems
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1207
Generalized Smooth Variational Inequalities: Methods with Adaptive Stepsizes
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1901
Stochastic Gradient Flow Dynamics of Test Risk and its Exact Solution for Weak Features
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #913
Unsupervised Evaluation of Code LLMs with Round-Trip Correctness
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1409
SeMOPO: Learning High-quality Model and Policy from Low-quality Offline Visual Datasets
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #909
One Prompt is not Enough: Automated Construction of a Mixture-of-Expert Prompts
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1009
Adversarially Robust Hypothesis Transfer Learning
[
Poster]
Spotlight Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1902
Towards Theoretical Understanding of Learning Large-scale Dependent Data via Random Features
[
Poster]
Spotlight Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1001
A Circuit Domain Generalization Framework for Efficient Logic Synthesis in Chip Design
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2410
TVE: Learning Meta-attribution for Transferable Vision Explainer
[
Slides]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1601
An Iterative Min-Min Optimization Method for Sparse Bayesian Learning
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1506
Open Ad Hoc Teamwork with Cooperative Game Theory
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2616
Optimal Exact Recovery in Semi-Supervised Learning: A Study of Spectral Methods and Graph Convolutional Networks
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2413
Defense against Model Extraction Attack by Bayesian Active Watermarking
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #3002
Task Groupings Regularization: Data-Free Meta-Learning with Heterogeneous Pre-trained Models
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1905
Provable Contrastive Continual Learning
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1102
Unified Training of Universal Time Series Forecasting Transformers
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2503
Evaluating and Analyzing Relationship Hallucinations in Large Vision-Language Models
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2800
Confidence-aware Contrastive Learning for Selective Classification
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #313
VoroNav: Voronoi-based Zero-shot Object Navigation with Large Language Model
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1208
Delving into the Convergence of Generalized Smooth Minimax Optimization
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2713
Implicit Bias of AdamW: $\ell_\infty$-Norm Constrained Optimization
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2916
HelmFluid: Learning Helmholtz Dynamics for Interpretable Fluid Prediction
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #403
Prompt-guided Precise Audio Editing with Diffusion Models
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #710
SLOG: An Inductive Spectral Graph Neural Network Beyond Polynomial Filter
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #914
Exploring the LLM Journey from Cognition to Expression with Linear Representations
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2116
Small-loss Adaptive Regret for Online Convex Optimization
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2812
Human vs. Generative AI in Content Creation Competition: Symbiosis or Conflict?
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #207
EvGGS: A Collaborative Learning Framework for Event-based Generalizable Gaussian Splatting
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2405
Privacy-Preserving Instructions for Aligning Large Language Models
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1806
Robustly Learning Single-Index Models via Alignment Sharpness
Spotlight Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2204
Tight Partial Identification of Causal Effects with Marginal Distribution of Unmeasured Confounders
[
Slides]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2105
Provably Efficient Partially Observable Risk-sensitive Reinforcement Learning with Hindsight Observation
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2716
Parameter-Efficient Fine-Tuning with Controls
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1003
Deep Regression Representation Learning with Topology
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2902
S3O: A Dual-Phase Approach for Reconstructing Dynamic Shape and Skeleton of Articulated Objects from Single Monocular Video
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2701
In-Context Principle Learning from Mistakes
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #413
FESSNC: Fast Exponentially Stable and Safe Neural Controller
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #700
Two Heads Are Better Than One: Boosting Graph Sparse Training via Semantic and Topological Awareness
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #513
MLIP: Efficient Multi-Perspective Language-Image Pretraining with Exhaustive Data Utilization
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2005
Efficient Contextual Bandits with Uninformed Feedback Graphs
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #3000
Efficient Denoising Diffusion via Probabilistic Masking
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1011
Feature Contamination: Neural Networks Learn Uncorrelated Features and Fail to Generalize
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1317
Double-Step Alternating Extragradient with Increasing Timescale Separation for Finding Local Minimax Points: Provable Improvements
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #210
Exploiting Negative Samples: A Catalyst for Cohort Discovery in Healthcare Analytics
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2509
RAUCA: A Novel Physical Adversarial Attack on Vehicle Detectors via Robust and Accurate Camouflage Generation
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #506
Stabilizing Policy Gradients for Stochastic Differential Equations via Consistency with Perturbation Process
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #603
Switched Flow Matching: Eliminating Singularities via Switching ODEs
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2807
Vision Mamba: Efficient Visual Representation Learning with Bidirectional State Space Model
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2007
Online Learning in Betting Markets: Profit versus Prediction
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1704
Translation Equivariant Transformer Neural Processes
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2907
Compositional Few-Shot Class-Incremental Learning
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1416
Exploration and Anti-Exploration with Distributional Random Network Distillation
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2506
Position: Is machine learning good or bad for the natural sciences?
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2316
UGrid: An Efficient-And-Rigorous Neural Multigrid Solver for Linear PDEs
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1101
DNCs Require More Planning Steps
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1212
Lookbehind-SAM: k steps back, 1 step forward
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #516
Reshape and Adapt for Output Quantization (RAOQ): Quantization-aware Training for In-memory Computing Systems
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #809
Unveiling and Harnessing Hidden Attention Sinks: Enhancing Large Language Models without Training through Attention Calibration
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2211
Layerwise Change of Knowledge in Neural Networks
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #601
On Computational Limits of Modern Hopfield Models: A Fine-Grained Complexity Analysis
[
Poster]
Spotlight Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #103
Size-invariance Matters: Rethinking Metrics and Losses for Imbalanced Multi-object Salient Object Detection
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2104
Reward Model Learning vs. Direct Policy Optimization: A Comparative Analysis of Learning from Human Preferences
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2102
From Words to Actions: Unveiling the Theoretical Underpinnings of LLM-Driven Autonomous Systems
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1313
Diffusion Tempering Improves Parameter Estimation with Probabilistic Integrators for Ordinary Differential Equations
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2515
Energy-based Backdoor Defense without Task-Specific Samples and Model Retraining
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1005
Denoising Autoregressive Representation Learning
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2408
Membership Inference Attacks on Diffusion Models via Quantile Regression
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2810
Is In-Context Learning in Large Language Models Bayesian? A Martingale Perspective
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2904
Mastering Robot Manipulation with Multimodal Prompts through Pretraining and Multi-task Fine-tuning
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1908
Improved Stability and Generalization Guarantees of the Decentralized SGD Algorithm
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #905
Generalized Preference Optimization: A Unified Approach to Offline Alignment
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2217
Dynamic Spectral Clustering with Provable Approximation Guarantee
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #314
RoboGen: Towards Unleashing Infinite Data for Automated Robot Learning via Generative Simulation
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1216
Box Facets and Cut Facets of Lifted Multicut Polytopes
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1112
A Statistical Framework for Data-dependent Retrieval-Augmented Models
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #105
Expressivity and Generalization: Fragment-Biases for Molecular GNNs
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1508
Non-Asymptotic Analysis for Single-Loop (Natural) Actor-Critic with Compatible Function Approximation
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2406
Position: Considerations for Differentially Private Learning with Large-Scale Public Pretraining
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1400
Probabilistic Subgoal Representations for Hierarchical Reinforcement Learning
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1301
Reinforcement Learning and Regret Bounds for Admission Control
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1315
OptiMUS: Scalable Optimization Modeling with (MI)LP Solvers and Large Language Models
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #807
QuIP$\#$: Even Better LLM Quantization with Hadamard Incoherence and Lattice Codebooks
[
Slides]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1705
Sampling-based Multi-dimensional Recalibration
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2815
Weak-to-Strong Generalization: Eliciting Strong Capabilities With Weak Supervision
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #512
MMPareto: Boosting Multimodal Learning with Innocent Unimodal Assistance
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2001
Uniformly Stable Algorithms for Adversarial Training and Beyond
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1210
On the Convergence of Projected Bures-Wasserstein Gradient Descent under Euclidean Strong Convexity
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1801
Minimum-Norm Interpolation Under Covariate Shift
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2207
First-Order Manifold Data Augmentation for Regression Learning
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #208
Scene Graph Generation Strategy with Co-occurrence Knowledge and Learnable Term Frequency
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2802
Towards General Algorithm Discovery for Combinatorial Optimization: Learning Symbolic Branching Policy from Bipartite Graph
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #814
Improving Context Understanding in Multimodal Large Language Models via Multimodal Composition Learning
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #505
KnowFormer: Revisiting Transformers for Knowledge Graph Reasoning
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #908
Dense Reward for Free in Reinforcement Learning from Human Feedback
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2107
Theoretical insights for diffusion guidance: A case study for Gaussian mixture models
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #600
Uniform Memory Retrieval with Larger Capacity for Modern Hopfield Models
[
Slides]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #709
Aligning Transformers with Weisfeiler-Leman
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1401
ACPO: A Policy Optimization Algorithm for Average MDPs with Constraints
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1010
Fault Tolerant ML: Efficient Meta-Aggregation and Synchronous Training
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #104
AlphaFold Meets Flow Matching for Generating Protein Ensembles
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2315
Regularizing with Pseudo-Negatives for Continual Self-Supervised Learning
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #713
An Interpretable Evaluation of Entropy-based Novelty of Generative Models
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2115
Combinatorial Multivariant Multi-Armed Bandits with Applications to Episodic Reinforcement Learning and Beyond
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #800
Sign is Not a Remedy: Multiset-to-Multiset Message Passing for Learning on Heterophilic Graphs
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2914
Learning Modality Knowledge Alignment for Cross-Modality Transfer
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2908
Pruned Pivot: Correlation Clustering Algorithm for Dynamic, Parallel, and Local Computation Models
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1407
Scalable Multiple Kernel Clustering: Learning Clustering Structure from Expectation
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2811
Solving Poisson Equations using Neural Walk-on-Spheres
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1206
Learning to Compile Programs to Neural Networks
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1202
FedLMT: Tackling System Heterogeneity of Federated Learning via Low-Rank Model Training with Theoretical Guarantees
[
Slides]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1211
MoMo: Momentum Models for Adaptive Learning Rates
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1007
Fine-grained Local Sensitivity Analysis of Standard Dot-Product Self-Attention
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #702
Mitigating Oversmoothing Through Reverse Process of GNNs for Heterophilic Graphs
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #704
Hypergraph-enhanced Dual Semi-supervised Graph Classification
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2006
Online Linear Regression in Dynamic Environments via Discounting
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2203
PGODE: Towards High-quality System Dynamics Modeling
[
Poster]
Spotlight Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2400
Differentially Private Synthetic Data via Foundation Model APIs 2: Text
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1604
A Unified View of FANOVA: A Comprehensive Bayesian Framework for Component Selection and Estimation
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2205
On Online Experimentation without Device Identifiers
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #817
Video-LaVIT: Unified Video-Language Pre-training with Decoupled Visual-Motional Tokenization
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2215
Transferable Facial Privacy Protection against Blind Face Restoration via Domain-Consistent Adversarial Obfuscation
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2813
HarmBench: A Standardized Evaluation Framework for Automated Red Teaming and Robust Refusal
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1706
Logistic Variational Bayes Revisited
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1701
Nesting Particle Filters for Experimental Design in Dynamical Systems
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1109
An Information-Theoretic Analysis of In-Context Learning
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1404
Adaptive Advantage-Guided Policy Regularization for Offline Reinforcement Learning
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2516
Classification under Nuisance Parameters and Generalized Label Shift in Likelihood-Free Inference
[
Poster]
Spotlight Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2309
Allocation Requires Prediction Only if Inequality Is Low
[
Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2915
Generalization to New Sequential Decision Making Tasks with In-Context Learning
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Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1608
Constrained Exploration via Reflected Replica Exchange Stochastic Gradient Langevin Dynamics
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Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2913
Overcoming Data and Model heterogeneities in Decentralized Federated Learning via Synthetic Anchors
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Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2911
GiLOT: Interpreting Generative Language Models via Optimal Transport
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Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #804
Prompt Sketching for Large Language Models
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #317
Lyapunov-stable Neural Control for State and Output Feedback: A Novel Formulation
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Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2106
When Do Skills Help Reinforcement Learning? A Theoretical Analysis of Temporal Abstractions
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Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2803
Audio Flamingo: A Novel Audio Language Model with Few-Shot Learning and Dialogue Abilities
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Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #717
Align Your Steps: Optimizing Sampling Schedules in Diffusion Models
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Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2108
Incremental Topological Ordering and Cycle Detection with Predictions
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Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2808
NExT-Chat: An LMM for Chat, Detection and Segmentation
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Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #705
CKGConv: General Graph Convolution with Continuous Kernels
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Poster]
Spotlight Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2301
Perturb-and-Project: Differentially Private Similarities and Marginals
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Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #915
Data-Efficient Learning via Clustering-Based Sensitivity Sampling: Foundation Models and Beyond
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Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #617
MusicFlow: Cascaded Flow Matching for Text Guided Music Generation
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Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1305
Bayesian Design Principles for Offline-to-Online Reinforcement Learning
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Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2912
Generating In-Distribution Proxy Graphs for Explaining Graph Neural Networks
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Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2304
Position: Near to Mid-term Risks and Opportunities of Open-Source Generative AI
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Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1114
Matrix Information Theory for Self-Supervised Learning
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Slides]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2906
Information Flow in Self-Supervised Learning
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #903
Debating with More Persuasive LLMs Leads to More Truthful Answers
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Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #614
Genie: Generative Interactive Environments
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #114
Data-Efficient Molecular Generation with Hierarchical Textual Inversion
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Slides]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2307
Position: A Safe Harbor for AI Evaluation and Red Teaming
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #3004
Position: An Inner Interpretability Framework for AI Inspired by Lessons from Cognitive Neuroscience
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Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2513
On Gradient-like Explanation under a Black-box Setting: When Black-box Explanations Become as Good as White-box
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Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #410
Neural operators meet conjugate gradients: The FCG-NO method for efficient PDE solving
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Slides]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1111
Deconstructing the Goldilocks Zone of Neural Network Initialization
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Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2700
Prompt-based Visual Alignment for Zero-shot Policy Transfer
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #716
Latent Noise Segmentation: How Neural Noise Leads to the Emergence of Segmentation and Grouping
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Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1105
Provable Benefits of Local Steps in Heterogeneous Federated Learning for Neural Networks: A Feature Learning Perspective
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Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2505
One for All: A Universal Generator for Concept Unlearnability via Multi-Modal Alignment
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Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #414
DeepPolar: Inventing Nonlinear Large-Kernel Polar Codes via Deep Learning
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1016
Two Heads are Actually Better than One: Towards Better Adversarial Robustness via Transduction and Rejection
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Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #611
Position: On the Possibilities of AI-Generated Text Detection
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Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2008
Causal Bandits: The Pareto Optimal Frontier of Adaptivity, a Reduction to Linear Bandits, and Limitations around Unknown Marginals
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Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #904
Learning from Students: Applying t-Distributions to Explore Accurate and Efficient Formats for LLMs
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Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #612
Towards Neural Architecture Search through Hierarchical Generative Modeling
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Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1412
Quality-Diversity Actor-Critic: Learning High-Performing and Diverse Behaviors via Value and Successor Features Critics
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Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2311
Position: Embracing Negative Results in Machine Learning
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Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1800
Evaluation of Test-Time Adaptation Under Computational Time Constraints
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Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #509
Sparse-IFT: Sparse Iso-FLOP Transformations for Maximizing Training Efficiency
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Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1215
Differentiable Combinatorial Scheduling at Scale
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Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2613
Covert Malicious Finetuning: Challenges in Safeguarding LLM Adaptation
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Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2112
Improved Dimensionality Dependence for Zeroth-Order Optimisation over Cross-Polytopes
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Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2201
A Sparsity Principle for Partially Observable Causal Representation Learning
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Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2806
Probability Distribution of Hypervolume Improvement in Bi-objective Bayesian Optimization
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Slides]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1505
Major-Minor Mean Field Multi-Agent Reinforcement Learning
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Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #504
Bifurcated Attention for Single-Context Large-Batch Sampling
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Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #703
The Merit of River Network Topology for Neural Flood Forecasting
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Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2903
Learning Temporal Distances: Contrastive Successor Features Can Provide a Metric Structure for Decision-Making
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Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #110
Diffusion Language Models Are Versatile Protein Learners
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Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #514
BWS: Best Window Selection Based on Sample Scores for Data Pruning across Broad Ranges
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Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1413
Random Latent Exploration for Deep Reinforcement Learning
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Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #711
Enhancing Size Generalization in Graph Neural Networks through Disentangled Representation Learning
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Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2809
Protein Conformation Generation via Force-Guided SE(3) Diffusion Models
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Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #201
Hierarchical Neural Operator Transformer with Learnable Frequency-aware Loss Prior for Arbitrary-scale Super-resolution
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Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #900
Using Left and Right Brains Together: Towards Vision and Language Planning
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Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #901
Thermometer: Towards Universal Calibration for Large Language Models
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Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #608
VideoPoet: A Large Language Model for Zero-Shot Video Generation
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1310
New Sample Complexity Bounds for Sample Average Approximation in Heavy-Tailed Stochastic Programming
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Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1414
Learning Coverage Paths in Unknown Environments with Deep Reinforcement Learning
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Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #305
MOMENT: A Family of Open Time-series Foundation Models
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Slides]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #517
SLAB: Efficient Transformers with Simplified Linear Attention and Progressive Re-parameterized Batch Normalization
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Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2202
Counterfactual Image Editing
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Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2504
Fast Adversarial Attacks on Language Models In One GPU Minute
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Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #912
Preference Fine-Tuning of LLMs Should Leverage Suboptimal, On-Policy Data
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2411
On the Duality Between Sharpness-Aware Minimization and Adversarial Training
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Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1002
Discovering Symmetry Breaking in Physical Systems with Relaxed Group Convolution
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Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1006
LEVI: Generalizable Fine-tuning via Layer-wise Ensemble of Different Views
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Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #701
Graph Positional and Structural Encoder
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Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #307
AD3: Implicit Action is the Key for World Models to Distinguish the Diverse Visual Distractors
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Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #917
Arrows of Time for Large Language Models
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2210
Overcoming Saturation in Density Ratio Estimation by Iterated Regularization
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Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2611
EquiPocket: an E(3)-Equivariant Geometric Graph Neural Network for Ligand Binding Site Prediction
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Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #500
Gated Linear Attention Transformers with Hardware-Efficient Training
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #911
Understanding Finetuning for Factual Knowledge Extraction
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #412
Estimating Canopy Height at Scale
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Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2501
Representation Surgery: Theory and Practice of Affine Steering
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Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2214
Unveiling the Dynamics of Information Interplay in Supervised Learning
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Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #906
Can AI Assistants Know What They Don't Know?
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Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2607
Classification Under Strategic Self-Selection
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #510
Degeneration-free Policy Optimization: RL Fine-Tuning for Language Models without Degeneration
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Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #616
Multi-layer Rehearsal Feature Augmentation for Class-Incremental Learning
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Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1415
Learning to Explore in POMDPs with Informational Rewards
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Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2801
A Persuasive Approach to Combating Misinformation
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Slides]
Spotlight Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1410
Fine-tuning Reinforcement Learning Models is Secretly a Forgetting Mitigation Problem
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2502
Observable Propagation: Uncovering Feature Vectors in Transformers
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Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #803
EAGLE: Speculative Sampling Requires Rethinking Feature Uncertainty
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Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1312
CF-OPT: Counterfactual Explanations for Structured Prediction
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Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2710
Differentiable Weightless Neural Networks
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Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1605
Adaptive Observation Cost Control for Variational Quantum Eigensolvers
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Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2003
Learning Low-dimensional Latent Dynamics from High-dimensional Observations: Non-asymptotics and Lower Bounds
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Poster]
Poster
Tue Jul 23 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #811
RoSA: Accurate Parameter-Efficient Fine-Tuning via Robust Adaptation