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Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1907
Hierarchical Reinforcement Learning with Targeted Causal Interventions
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Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2911
Geometry Informed Tokenization of Molecules for Language Model Generation
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Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3109
Concept Reachability in Diffusion Models: Beyond Dataset Constraints
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Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2209
Bayesian Basis Function Approximation for Scalable Gaussian Process Priors in Deep Generative Models
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Oral Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-503
Position: Current Model Licensing Practices are Dragging Us into a Quagmire of Legal Noncompliance
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Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3100
Inverse Bridge Matching Distillation
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Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2606
Revealing Weaknesses in Text Watermarking Through Self-Information Rewrite Attacks
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Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3107
Beyond Log-Concavity and Score Regularity: Improved Convergence Bounds for Score-Based Generative Models in W2-distance
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Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2208
Discovering Physics Laws of Dynamical Systems via Invariant Function Learning
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Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1305
Synonymous Variational Inference for Perceptual Image Compression
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Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2700
Evolving Prompts In-Context: An Open-ended, Self-replicating Perspective
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Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1309
A Generic Family of Graphical Models: Diversity, Efficiency, and Heterogeneity
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Spotlight Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1300
Flowing Datasets with Wasserstein over Wasserstein Gradient Flows
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Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2001
UltraTWD: Optimizing Ultrametric Trees for Tree-Wasserstein Distance
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Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3112
Skrr: Skip and Re-use Text Encoder Layers for Memory Efficient Text-to-Image Generation
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Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2111
Optimization for Neural Operators can Benefit from Width
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Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3408
Semantic Shift Estimation via Dual-Projection and Classifier Reconstruction for Exemplar-Free Class-Incremental Learning
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Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3411
L3A: Label-Augmented Analytic Adaptation for Multi-Label Class Incremental Learning
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Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1805
Fusing Reward and Dueling Feedback in Stochastic Bandits
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Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2801
The Price of Freedom: Exploring Expressivity and Runtime Tradeoffs in Equivariant Tensor Products
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Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1203
One Wave To Explain Them All: A Unifying Perspective On Feature Attribution
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Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1705
Sample Complexity of Correlation Detection in the Gaussian Wigner Model
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Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3206
Whitened CLIP as a Likelihood Surrogate of Images and Captions
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Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3005
Understanding and Mitigating Memorization in Diffusion Models for Tabular Data
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Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2312
NoLiMa: Long-Context Evaluation Beyond Literal Matching
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Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1807
MOGIC: Metadata-infused Oracle Guidance for Improved Extreme Classification
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Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2405
WikiBigEdit: Understanding the Limits of Lifelong Knowledge Editing in LLMs
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Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2907
Toward Data-centric Directed Graph Learning: An Entropy-driven Approach
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Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3312
Unisolver: PDE-Conditional Transformers Towards Universal Neural PDE Solvers
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Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3412
Improved Algorithm for Deep Active Learning under Imbalance via Optimal Separation
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Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1911
Strong and Weak Identifiability of Optimization-based Causal Discovery in Non-linear Additive Noise Models
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Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1009
Scalable Private Partition Selection via Adaptive Weighting
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Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2109
On the Local Complexity of Linear Regions in Deep ReLU Networks
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Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-801
MemFreezing: A Novel Adversarial Attack on Temporal Graph Neural Networks under Limited Future Knowledge
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Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2701
Unnatural Languages Are Not Bugs but Features for LLMs
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Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1106
Constrain Alignment with Sparse Autoencoders
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Spotlight Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1502
Fully Dynamic Euclidean Bi-Chromatic Matching in Sublinear Update Time
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Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2811
What Makes In-context Learning Effective for Mathematical Reasoning
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Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1608
QT-DoG: Quantization-Aware Training for Domain Generalization
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Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2800
Efficient Graph Continual Learning via Lightweight Graph Neural Tangent Kernels-based Dataset Distillation
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Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2102
FastCAV: Efficient Computation of Concept Activation Vectors for Explaining Deep Neural Networks
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Spotlight Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2810
Accelerating LLM Inference with Lossless Speculative Decoding Algorithms for Heterogeneous Vocabularies
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Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2310
Canonical Rank Adaptation: An Efficient Fine-Tuning Strategy for Vision Transformers
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Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2304
Mahalanobis++: Improving OOD Detection via Feature Normalization
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Spotlight Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3008
Understanding and Mitigating Memorization in Generative Models via Sharpness of Probability Landscapes
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Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1401
Improving the Statistical Efficiency of Cross-Conformal Prediction
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Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1105
SAeUron: Interpretable Concept Unlearning in Diffusion Models with Sparse Autoencoders
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Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1204
Explaining, Fast and Slow: Abstraction and Refinement of Provable Explanations
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Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2807
Self-Improving Language Models for Evolutionary Program Synthesis: A Case Study on ARC-AGI
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Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1702
Survival Analysis via Density Estimation
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Oral Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-506
Position: AI Agents Need Authenticated Delegation
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Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1004
Empirical Privacy Variance
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Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-504
Position: Editing Large Language Models Poses Serious Safety Risks
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Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-600
Position: LLM Social Simulations Are a Promising Research Method
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Spotlight Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-700
Position: We Need An Algorithmic Understanding of Generative AI
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Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-701
Position: Beyond Assistance – Reimagining LLMs as Ethical and Adaptive Co-Creators in Mental Health Care
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Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1001
DRAG: Data Reconstruction Attack using Guided Diffusion
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Spotlight Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1402
Gridded Transformer Neural Processes for Spatio-Temporal Data
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Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2404
Accelerating Unbiased LLM Evaluation via Synthetic Feedback
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Spotlight Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-702
Position: Algebra Unveils Deep Learning - An Invitation to Neuroalgebraic Geometry
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Oral Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-500
Position: AI Safety should prioritize the Future of Work
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Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1101
Multiaccuracy and Multicalibration via Proxy Groups
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Spotlight Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3209
Score-of-Mixture Training: One-Step Generative Model Training Made Simple via Score Estimation of Mixture Distributions
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Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1102
Dissecting Submission Limit in Desk-Rejections: A Mathematical Analysis of Fairness in AI Conference Policies
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Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3409
The Importance of Being Lazy: Scaling Limits of Continual Learning
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Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2101
Stochastic Encodings for Active Feature Acquisition
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Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1704
Time Series Representations with Hard-Coded Invariances
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Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1405
BARNN: A Bayesian Autoregressive and Recurrent Neural Network
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Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3211
Latent Thought Models with Variational Bayes Inference-Time Computation
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Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-703
Position: Trustworthy AI Agents Require the Integration of Large Language Models and Formal Methods
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Spotlight Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-603
Position: Formal Mathematical Reasoning—A New Frontier in AI
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Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-604
Position: An Empirically Grounded Identifiability Theory Will Accelerate Self Supervised Learning Research
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Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1912
Continuous Bayesian Model Selection for Multivariate Causal Discovery
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Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1602
Text-to-LoRA: Instant Transformer Adaption
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Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1202
From Individual Experience to Collective Evidence: A Reporting-Based Framework for Identifying Systemic Harms
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Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1002
Approximate Differential Privacy of the $\ell_2$ Mechanism
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Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3004
DeFoG: Discrete Flow Matching for Graph Generation
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Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1404
Addressing Misspecification in Simulation-based Inference through Data-driven Calibration
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Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2809
CRANE: Reasoning with constrained LLM generation
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Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1804
BaWA: Automatic Optimizing Pruning Metric for Large Language Models with Balanced Weight and Activation
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Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3407
Neural Genetic Search in Discrete Spaces
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Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3307
Sparse Video-Gen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity
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Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2712
Evaluating LLMs Across Multi-Cognitive Levels: From Medical Knowledge Mastery to Scenario-Based Problem Solving
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Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2711
CommVQ: Commutative Vector Quantization for KV Cache Compression
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Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2908
SCENIR: Visual Semantic Clarity through Unsupervised Scene Graph Retrieval
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Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1910
Active Treatment Effect Estimation via Limited Samples
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Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2705
Reflection-Window Decoding: Text Generation with Selective Refinement
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Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2704
A Tale of Two Structures: Do LLMs Capture the Fractal Complexity of Language?
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Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1605
Zero-Shot Adaptation of Parameter-Efficient Fine-Tuning in Diffusion Models
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Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1808
Rethinking Point Cloud Data Augmentation: Topologically Consistent Deformation
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Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2207
AEQA-NAT : Adaptive End-to-end Quantization Alignment Training Framework for Non-autoregressive Machine Translation
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Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3311
SAND: One-Shot Feature Selection with Additive Noise Distortion
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Spotlight Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2110
Fishers for Free? Approximating the Fisher Information Matrix by Recycling the Squared Gradient Accumulator
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Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2002
Branches: Efficiently Seeking Optimal Sparse Decision Trees via AO*
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Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1201
SEMU: Singular Value Decomposition for Efficient Machine Unlearning
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Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-804
Black-Box Adversarial Attacks on LLM-Based Code Completion
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Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2600
Satori: Reinforcement Learning with Chain-of-Action-Thought Enhances LLM Reasoning via Autoregressive Search
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Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2601
Preference Learning for AI Alignment: a Causal Perspective
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Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2906
Learn Beneficial Noise as Graph Augmentation
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Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-705
MixBridge: Heterogeneous Image-to-Image Backdoor Attack through Mixture of Schrödinger Bridges
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Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1909
Extracting Rare Dependence Patterns via Adaptive Sample Reweighting
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Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2602
FloE: On-the-Fly MoE Inference on Memory-constrained GPU
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Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2604
Token Assorted: Mixing Latent and Text Tokens for Improved Language Model Reasoning
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Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2905
Redundancy Undermines the Trustworthiness of Self-Interpretable GNNs
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Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1600
Balancing the Scales: A Theoretical and Algorithmic Framework for Learning from Imbalanced Data
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Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1606
BECAME: Bayesian Continual Learning with Adaptive Model Merging
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Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2904
Implicit degree bias in the link prediction task
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Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3301
WildChat-50M: A Deep Dive Into the Role of Synthetic Data in Post-Training
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Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1801
MathConstruct: Challenging LLM Reasoning with Constructive Proofs
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Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2411
PoisonBench: Assessing Language Model Vulnerability to Poisoned Preference Data
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Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1908
Linear Contextual Bandits With Interference
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Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2309
Multi-band Frequency Reconstruction for Neural Psychoacoustic Coding
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Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1206
Textural or Textual: How Vision-Language Models Read Text in Images
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Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1007
Equivariant Polynomial Functional Networks
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Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-905
Certified Unlearning for Neural Networks
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Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-901
Speak Easy: Eliciting Harmful Jailbreaks from LLMs with Simple Interactions
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Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1708
Contextures: Representations from Contexts
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Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2910
Ultra-Resolution Adaptation with Ease
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Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3200
Orthus: Autoregressive Interleaved Image-Text Generation with Modality-Specific Heads
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Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3201
Portable Reward Tuning: Towards Reusable Fine-Tuning across Different Pretrained Models
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Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1809
Nonparametric Identification of Latent Concepts
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3105
Compressed Image Generation with Denoising Diffusion Codebook Models
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Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1906
A Meta-learner for Heterogeneous Effects in Difference-in-Differences
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Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1205
Algorithmic Recourse for Long-Term Improvement
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Slides]
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2611
PIPA: Preference Alignment as Prior-Informed Statistical Estimation
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3103
Shielded Diffusion: Generating Novel and Diverse Images using Sparse Repellency
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3102
D-Fusion: Direct Preference Optimization for Aligning Diffusion Models with Visually Consistent Samples
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Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1006
Private Model Personalization Revisited
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2511
Token Signature: Predicting Chain-of-Thought Gains with Token Decoding Feature in Large Language Models
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Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2200
Probably Approximately Global Robustness Certification
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1604
Improving Continual Learning Performance and Efficiency with Auxiliary Classifiers
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Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3406
Unlocking the Power of SAM 2 for Few-Shot Segmentation
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Poster]
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2306
Self-supervised Adversarial Purification for Graph Neural Networks
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Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1811
Learning Distances from Data with Normalizing Flows and Score Matching
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1008
Theoretically Unmasking Inference Attacks Against LDP-Protected Clients in Federated Vision Models
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Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1209
GEFA: A General Feature Attribution Framework Using Proxy Gradient Estimation
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1900
Scalable Attribute-Missing Graph Clustering via Neighborhood Differentiation
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1904
AutoCATE: End-to-End, Automated Treatment Effect Estimation
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Poster]
[
OpenReview]
Spotlight Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1812
Model Steering: Learning with a Reference Model Improves Generalization Bounds and Scaling Laws
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Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1400
G-Sim: Generative Simulations with Large Language Models and Gradient-Free Calibration
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1109
Inducing, Detecting and Characterising Neural Modules: A Pipeline for Functional Interpretability in Reinforcement Learning
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Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1607
CALM: Consensus-Aware Localized Merging for Multi-Task Learning
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Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3108
LGDM: Latent Guidance in Diffusion Models for Perceptual Evaluations
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Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2108
Adaptive kernel predictors from feature-learning infinite limits of neural networks
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2107
Floating-Point Neural Networks Can Represent Almost All Floating-Point Functions
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1506
Neurosymbolic World Models for Sequential Decision Making
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Slides]
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3410
Compression via Pre-trained Transformers: A Study on Byte-Level Multimodal Data
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Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2506
KV Shifting Attention Enhances Language Modeling
[
OpenReview]
Spotlight Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3204
Sundial: A Family of Highly Capable Time Series Foundation Models
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Slides]
[
Poster]
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1108
Invariance Makes LLM Unlearning Resilient Even to Unanticipated Downstream Fine-Tuning
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2106
The Butterfly Effect: Neural Network Training Trajectories Are Highly Sensitive to Initial Conditions
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Slides]
[
Poster]
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1609
Learning Time-Aware Causal Representation for Model Generalization in Evolving Domains
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Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1703
Learning Changes in Graphon Attachment Network Models
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Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2504
Understanding Chain-of-Thought in LLMs through Information Theory
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Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3000
SADA: Stability-guided Adaptive Diffusion Acceleration
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-900
WMarkGPT: Watermarked Image Understanding via Multimodal Large Language Models
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Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3202
In-Context Deep Learning via Transformer Models
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Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3304
Benign Overfitting in Token Selection of Attention Mechanism
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Slides]
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Poster]
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2805
Structure Is All You Need: Structural Representation Learning on Hyper-Relational Knowledge Graphs
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Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-904
Learning Classifiers That Induce Markets
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Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2203
CTBench: A Library and Benchmark for Certified Training
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Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3300
LowRA: Accurate and Efficient LoRA Fine-Tuning of LLMs under 2 Bits
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3309
On-Device Collaborative Language Modeling via a Mixture of Generalists and Specialists
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Poster]
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1000
Uncertainty-Based Extensible Codebook for Discrete Federated Learning in Heterogeneous Data Silos
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Poster]
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2500
Vulnerability-Aware Alignment: Mitigating Uneven Forgetting in Harmful Fine-Tuning
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OpenReview]
Spotlight Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3009
Train for the Worst, Plan for the Best: Understanding Token Ordering in Masked Diffusions
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1304
Multilayer Matrix Factorization via Dimension-Reducing Diffusion Variational Inference
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Poster]
[
OpenReview]
Spotlight Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1301
Adaptive Learn-then-Test: Statistically Valid and Efficient Hyperparameter Selection
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Slides]
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Poster]
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2812
any4: Learned 4-bit Numeric Representation for LLMs
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Slides]
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Poster]
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3011
Devil is in the Details: Density Guidance for Detail-Aware Generation with Flow Models
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2000
Fast Min-$\epsilon$ Segmented Regression using Constant-Time Segment Merging
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Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3012
Accelerated Diffusion Models via Speculative Sampling
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2401
Teaching Physical Awareness to LLMs through Sounds
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Slides]
[
Poster]
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-805
Byzantine-Resilient Federated Alternating Gradient Descent and Minimization for Partly-Decoupled Low Rank Matrix Learning
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Slides]
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Poster]
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2803
CSG-ODE: ControlSynth Graph ODE For Modeling Complex Evolution of Dynamic Graphs
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Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2912
Kinetic Langevin Diffusion for Crystalline Materials Generation
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3303
On Understanding Attention-Based In-Context Learning for Categorical Data
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2804
A Manifold Perspective on the Statistical Generalization of Graph Neural Networks
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Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2409
Reinforce LLM Reasoning through Multi-Agent Reflection
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2212
Towards a General Time Series Forecasting Model with Unified Representation and Adaptive Transfer
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Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1308
Importance Corrected Neural JKO Sampling
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Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2100
Prior Knowledge Guided Neural Architecture Generation
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2410
Premise-Augmented Reasoning Chains Improve Error Identification in Math reasoning with LLMs
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Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2612
Regress, Don't Guess: A Regression-like Loss on Number Tokens for Language Models
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1104
Massive Values in Self-Attention Modules are the Key to Contextual Knowledge Understanding
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2412
Attention Mechanisms Perspective: Exploring LLM Processing of Graph-Structured Data
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Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2909
Overcoming Spurious Solutions in Semi-Dual Neural Optimal Transport: A Smoothing Approach for Learning the Optimal Transport Plan
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Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2311
CPCF: A Cross-Prompt Contrastive Framework for Referring Multimodal Large Language Models
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1307
The Polynomial Stein Discrepancy for Assessing Moment Convergence
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2012
Does One-shot Give the Best Shot? Mitigating Model Inconsistency in One-shot Federated Learning
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Slides]
[
Poster]
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2112
IMTS is Worth Time $\times$ Channel Patches: Visual Masked Autoencoders for Irregular Multivariate Time Series Prediction
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Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1508
Parameter-Efficient Fine-Tuning of State Space Models
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Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2011
One Arrow, Two Hawks: Sharpness-aware Minimization for Federated Learning via Global Model Trajectory
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Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1601
Label Distribution Propagation-based Label Completion for Crowdsourcing
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Slides]
[
Poster]
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2402
IBCircuit: Towards Holistic Circuit Discovery with Information Bottleneck
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Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1403
Rethinking Aleatoric and Epistemic Uncertainty
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Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2009
Deep Sturm–Liouville: From Sample-Based to 1D Regularization with Learnable Orthogonal Basis Functions
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Poster]
[
OpenReview]
Spotlight Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2008
Hierarchical Refinement: Optimal Transport to Infinity and Beyond
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1503
Towards an Explainable Comparison and Alignment of Feature Embeddings
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Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1107
Representation Shattering in Transformers: A Synthetic Study with Knowledge Editing
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Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2308
$\texttt{I$^2$MoE}$: Interpretable Multimodal Interaction-aware Mixture-of-Experts
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Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-800
Adversaries Can Misuse Combinations of Safe Models
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2502
Active Reward Modeling: Adaptive Preference Labeling for Large Language Model Alignment
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3007
Scaling Laws for Pre-training Agents and World Models
[
OpenReview]
Spotlight Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-606
Position: In-House Evaluation Is Not Enough. Towards Robust Third-Party Evaluation and Flaw Disclosure for General-Purpose AI
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Slides]
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Poster]
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3205
Are Large Brainwave Foundation Models Capable Yet ? Insights from Fine-Tuning
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Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1407
Optimization Proxies using Limited Labeled Data and Training Time -- A Semi-Supervised Bayesian Neural Network Approach
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Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2505
Improving Model Alignment Through Collective Intelligence of Open-Source Models
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Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2202
SMART-PC: Skeletal Model Adaptation for Robust Test-Time Training in Point Clouds
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Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3207
How Far Is Video Generation from World Model: A Physical Law Perspective
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2707
Generalizing from SIMPLE to HARD Visual Reasoning: Can We Mitigate Modality Imbalance in VLMs?
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Poster]
[
OpenReview]
Spotlight Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3308
Re-ranking Reasoning Context with Tree Search Makes Large Vision-Language Models Stronger
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Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2903
How Much Can Transfer? BRIDGE: Bounded Multi-Domain Graph Foundation Model with Generalization Guarantees
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Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3003
Learnings from Scaling Visual Tokenizers for Reconstruction and Generation
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2507
DA-KD: Difficulty-Aware Knowledge Distillation for Efficient Large Language Models
[
OpenReview]
Spotlight Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3002
MGD$^3$ : Mode-Guided Dataset Distillation using Diffusion Models
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Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2510
Steer LLM Latents for Hallucination Detection
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Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1903
Heterogeneous Treatment Effect in Time-to-Event Outcomes: Harnessing Censored Data with Recursively Imputed Trees
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Slides]
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1100
Subgroups Matter for Robust Bias Mitigation
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2005
Conformity Score Averaging for Classification
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3203
The Double-Ellipsoid Geometry of CLIP
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Slides]
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3306
Star Attention: Efficient LLM Inference over Long Sequences
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Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2508
Puzzle: Distillation-Based NAS for Inference-Optimized LLMs
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Poster]
[
OpenReview]
Spotlight Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3001
ConceptAttention: Diffusion Transformers Learn Highly Interpretable Features
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1306
An Efficient Search-and-Score Algorithm for Ancestral Graphs using Multivariate Information Scores for Complex Non-linear and Categorical Data
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Slides]
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2004
Locality Preserving Markovian Transition for Instance Retrieval
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Slides]
[
Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1208
Universal Sparse Autoencoders: Interpretable Cross-Model Concept Alignment
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1409
Finite-Time Analysis of Discrete-Time Stochastic Interpolants
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Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-706
Stay-Positive: A Case for Ignoring Real Image Features in Fake Image Detection
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Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1504
Expressive Score-Based Priors for Distribution Matching with Geometry-Preserving Regularization
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Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1207
A Non-Asymptotic Convergent Analysis for Scored-Based Graph Generative Model via a System of Stochastic Differential Equations
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2003
Solving Satisfiability Modulo Counting Exactly with Probabilistic Circuits
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Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3310
Beyond Low-rank Decomposition: A Shortcut Approach for Efficient On-Device Learning
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Poster]
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2610
Lexico: Extreme KV Cache Compression via Sparse Coding over Universal Dictionaries
[
OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2609
ProSec: Fortifying Code LLMs with Proactive Security Alignment
[
OpenReview]
Spotlight Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1505
Leveraging Diffusion Model as Pseudo-Anomalous Graph Generator for Graph-Level Anomaly Detection
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Slides]
[
Poster]
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2300
Unveiling AI's Blind Spots: An Oracle for In-Domain, Out-of-Domain, and Adversarial Errors
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Slides]
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Poster]
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2902
Enhancing the Influence of Labels on Unlabeled Nodes in Graph Convolutional Networks
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Slides]
[
Poster]
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OpenReview]
Spotlight Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2210
Non-stationary Diffusion For Probabilistic Time Series Forecasting
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Slides]
[
Poster]
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2301
The Devil Is in the Details: Tackling Unimodal Spurious Correlations for Generalizable Multimodal Reward Models
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3104
Efficiently Access Diffusion Fisher: Within the Outer Product Span Space
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Slides]
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Poster]
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2205
An Augmentation-Aware Theory for Self-Supervised Contrastive Learning
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Slides]
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OpenReview]
Spotlight Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3305
AdaSplash: Adaptive Sparse Flash Attention
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1005
Textual Unlearning Gives a False Sense of Unlearning
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Poster]
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1709
One Example Shown, Many Concepts Known! Counterexample-Driven Conceptual Reasoning in Mathematical LLMs
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Poster]
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-803
Does Low Rank Adaptation Lead to Lower Robustness against Training-Time Attacks?
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Slides]
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Poster]
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3006
Boost-and-Skip: A Simple Guidance-Free Diffusion for Minority Generation
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2501
Idiosyncrasies in Large Language Models
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Slides]
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2400
Defending LVLMs Against Vision Attacks Through Partial-Perception Supervision
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Poster]
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1507
Test-time Correlation Alignment
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1707
Complete-Tree Space Favors Data-Efficient Link Prediction
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Poster]
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2204
Targeted Unlearning with Single Layer Unlearning Gradient
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Slides]
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Poster]
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2802
Test-Time Graph Neural Dataset Search With Generative Projection
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2407
(How) Do Language Models Track State?
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Poster]
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2010
A Certified Unlearning Approach without Access to Source Data
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Poster]
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1802
RBench: Graduate-level Multi-disciplinary Benchmarks for LLM & MLLM Complex Reasoning Evaluation
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Poster]
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-906
Clients Collaborate: Flexible Differentially Private Federated Learning with Guaranteed Improvement of Utility-Privacy Trade-off
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1902
Adjustment for Confounding using Pre-Trained Representations
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Poster]
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1509
Pareto Merging: Multi-Objective Optimization for Preference-Aware Model Merging
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Poster]
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3010
FlexTok: Resampling Images into 1D Token Sequences of Flexible Length
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Poster]
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2211
When Will It Fail?: Anomaly to Prompt for Forecasting Future Anomalies in Time Series
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1200
A Unified Comparative Study with Generalized Conformity Scores for Multi-Output Conformal Regression
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Poster]
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2007
A Variational Information Theoretic Approach to Out-of-Distribution Detection
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2006
False Coverage Proportion Control for Conformal Prediction
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1806
Stochastic Online Conformal Prediction with Semi-Bandit Feedback
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Poster]
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1408
Step-DAD: Semi-Amortized Policy-Based Bayesian Experimental Design
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2900
CurvGAD: Leveraging Curvature for Enhanced Graph Anomaly Detection
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1302
e-GAI: e-value-based Generalized $\alpha$-Investing for Online False Discovery Rate Control
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Poster]
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2901
Implicit Subgraph Neural Network
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2201
Adapting to Evolving Adversaries with Regularized Continual Robust Training
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Slides]
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2509
Analyze Feature Flow to Enhance Interpretation and Steering in Language Models
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3101
Noise Conditional Variational Score Distillation
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2512
Maximizing Intermediate Checkpoint Value in LLM Pretraining with Bayesian Optimization
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Poster]
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1500
FedSMU: Communication-Efficient and Generalization-Enhanced Federated Learning through Symbolic Model Updates
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Poster]
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2105
The Hidden Joules: Evaluating the Energy Consumption of Vision Backbones for Progress Towards More Efficient Model Inference
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1905
Enhancing Statistical Validity and Power in Hybrid Controlled Trials: A Randomization Inference Approach with Conformal Selective Borrowing
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Slides]
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Poster]
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-806
Gandalf the Red: Adaptive Security for LLMs
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Poster]
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1303
Flexible Tails for Normalizing Flows
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2608
Unlocking Post-hoc Dataset Inference with Synthetic Data
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Poster]
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1501
Flexible, Efficient, and Stable Adversarial Attacks on Machine Unlearning
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Poster]
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2302
AdvAgent: Controllable Blackbox Red-teaming on Web Agents
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-903
Improving LLMs for Recommendation with Out-Of-Vocabulary Tokens
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3106
Identifiable Object Representations under Spatial Ambiguities
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1406
A Bayesian Model Selection Criterion for Selecting Pretraining Checkpoints
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2605
To Steer or Not to Steer? Mechanistic Error Reduction with Abstention for Language Models
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2603
Olica: Efficient Structured Pruning of Large Language Models without Retraining
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OpenReview]
Spotlight Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1901
Automatically Identify and Rectify: Robust Deep Contrastive Multi-view Clustering in Noisy Scenarios
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Poster]
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2702
LongRoPE2: Near-Lossless LLM Context Window Scaling
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1700
Stray Intrusive Outliers-Based Feature Selection on Intra-Class Asymmetric Instance Distribution or Multiple High-Density Clusters
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Poster]
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1103
SPRI: Aligning Large Language Models with Context-Situated Principles
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Slides]
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Poster]
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2103
Curvature Enhanced Data Augmentation for Regression
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Poster]
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2303
Ranked Entropy Minimization for Continual Test-Time Adaptation
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Poster]
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-802
GaussMarker: Robust Dual-Domain Watermark for Diffusion Models
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Poster]
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1003
Contrastive Private Data Synthesis via Weighted Multi-PLM Fusion
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Poster]
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2703
Potemkin Understanding in Large Language Models
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2104
On Temperature Scaling and Conformal Prediction of Deep Classifiers
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Slides]
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Poster]
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2206
Patch-wise Structural Loss for Time Series Forecasting
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2706
MxMoE: Mixed-precision Quantization for MoE with Accuracy and Performance Co-Design
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Poster]
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OpenReview]
Spotlight Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1701
Prediction models that learn to avoid missing values
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Poster]
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OpenReview]
Spotlight Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3110
Inductive Moment Matching
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3111
Beyond Task-Specific Reasoning: A Unified Conditional Generative Framework for Abstract Visual Reasoning
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Poster]
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1803
HiRemate: Hierarchical Approach for Efficient Re-materialization of Neural Networks
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Poster]
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OpenReview]
Spotlight Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2709
PANDAS: Improving Many-shot Jailbreaking via Positive Affirmation, Negative Demonstration, and Adaptive Sampling
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Slides]
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Poster]
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2710
SNS-Bench: Defining, Building, and Assessing Capabilities of Large Language Models in Social Networking Services
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Poster]
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1603
In-Context Learning and Occam's Razor
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Poster]
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OpenReview]
Spotlight Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3212
UniDB: A Unified Diffusion Bridge Framework via Stochastic Optimal Control
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2305
Efficient Robust Conformal Prediction via Lipschitz-Bounded Networks
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OpenReview]
Spotlight Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2808
Mixture of Lookup Experts
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1706
Relational Conformal Prediction for Correlated Time Series
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Poster]
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1800
PaperBench: Evaluating AI’s Ability to Replicate AI Research
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Poster]
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3210
Vector Grimoire: Codebook-based Shape Generation under Raster Image Supervision
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Poster]
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2307
Beyond One-Hot Labels: Semantic Mixing for Model Calibration
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Poster]
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-902
MP-Nav: Enhancing Data Poisoning Attacks against Multimodal Learning
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Poster]
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-605
Position: Enough of Scaling LLMs! Lets Focus on Downscaling
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Slides]
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Poster]
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-704
Position: Graph Matching Systems Deserve Better Benchmarks
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-602
Position: Causal Machine Learning Requires Rigorous Synthetic Experiments for Broader Adoption
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Poster]
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-501
Position: AI's growing due process problem
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-601
Position: Challenges and Future Directions of Data-Centric AI Alignment
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Poster]
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OpenReview]
Oral Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-502
Position: Generative AI Regulation Can Learn from Social Media Regulation
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-505
Position: Machine Learning Models Have a Supply Chain Problem
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Slides]
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Poster]
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-3208
TabICL: A Tabular Foundation Model for In-Context Learning on Large Data
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Poster]
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-2408
PDE-Controller: LLMs for Autoformalization and Reasoning of PDEs
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Poster]
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OpenReview]
Poster
Tue Jul 15 04:30 PM -- 07:00 PM (PDT) @ East Exhibition Hall A-B #E-1810
Volume-Aware Distance for Robust Similarity Learning
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Poster]
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OpenReview]
