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Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#101
SurvHTE-Bench: A Benchmark for Heterogeneous Treatment Effect Estimation in Survival Analysis
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#102
A Relative Error-Based Evaluation Framework of Heterogeneous Treatment Effect Estimators
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#103
Learning Exposure Mapping Functions for Inferring Heterogeneous Peer Effects
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#104
CaTs and DAGs: Integrating Directed Acyclic Graphs with Transformers for Causally Constrained Predictions
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#105
Causal Discovery in the Wild: A Voting-Theoretic Ensemble Approach
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#106
Independence Test for Linear Non-Gaussian Data and Applications in Causal Discovery
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#107
Score-based Greedy Search for Structure Identification of Partially Observed Causal Models
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#108
ALM-MTA: Front-Door Causal Multi-Touch Attribution Method for Creator-Ecosystem Optimization
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#109
Dual-Branch Representations with Dynamic Gated Fusion and Triple-Granularity Alignment for Deep Multi-View Clustering
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#110
Permutation-Consistent Variational Encoding for Incomplete Multi-View Multi-Label Classification
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#111
Temporal Slowness in Central Vision Drives Semantic Object Learning
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#112
Self-Supervised Learning from Structural Invariance
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#113
Difficulty–Diversity Collaborative Filtering for Data-Efficient LLM Fine-Tuning
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#114
Reverse Distillation: Consistently Scaling Protein Language Model Representations
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#115
Beyond Instance-Level Alignment: Dual-Level Optimal Transport for Audio-Text Retrieval
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#117
KaLM-Embedding-V2: Superior Training Techniques and Data Inspire A Versatile Embedding Model
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#118
LLM DNA: Tracing Model Evolution via Functional Representations
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#2012
An Efficient SE(p)-Invariant Transport Metric Driven by Polar Transport Discrepancy-based Representation
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#119
Soft Equivariance Regularization for Invariant Self-Supervised Learning
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#120
Frequency-Domain Better than Time-Domain for Causal Structure Recovery in Dynamical Systems on Networks
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#121
Behavioral Embeddings of Programs: A Quasi-Dynamic Approach for Optimization Prediction
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#801
Mitigating Noise Shift in Denoising Generative Models with Noise Awareness Guidance
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#122
On the Alignment Between Supervised and Self-Supervised Contrastive Learning
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#123
Disentangled representation learning through unsupervised symmetry group discovery
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#124
PHyCLIP: $\ell_1$-Product of Hyperbolic Factors Unifies Hierarchy and Compositionality in Vision-Language Representation Learning
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#224
VIRTUE: Visual-Interactive Text-Image Universal Embedder
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#223
There Was Never a Bottleneck in Concept Bottleneck Models
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#222
Towards Understanding the Shape of Representations in Protein Language Models
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#221
Verification of the Implicit World Model in a Generative Model via Adversarial Sequences
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#220
Uncertainty-driven Embedding Convolution
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#219
Anatomy-aware Representation Learning for Medical Ultrasound
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#218
SNAPHARD CONTRAST LEARNING
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#323
EditScore: Unlocking Online RL for Image Editing via High-Fidelity Reward Modeling
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#217
Guided Query Refinement: Multimodal Hybrid Retrieval with Test-Time Optimization
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#216
Covariate-Guided Clusterwise Linear Regression for Generalization to Unseen Data
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Blog Track Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#215
The effect of feature resolution on embedding dimension
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#214
Enhanced Continual Learning of Vision-Language Models with Model Fusion
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#213
Command-V: Training-Free Representation Finetuning Transfer
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#212
Merge before Forget: A Single LoRA Continual Learning via Continual Merging
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#211
Elastic Optimal Transport: Theory, Application, and Empirical Evaluation
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#210
Forget Forgetting: Continual Learning in a World of Abundant Memory
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#2008
Beyond Text-Only: Towards Multimodal Table Retrieval in Open-World
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#209
New Hybrid Fine-Tuning Paradigm for LLMs: Algorithm Design and Convergence Analysis Framework
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#208
Healthcare Insurance Fraud Detection via Continual Fiedler Vector Graph Model
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#207
Efficient Orthogonal Fine-Tuning with Principal Subspace Adaptation
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#206
Gradient-Sign Masking for Task Vector Transport Across Pre-Trained Models
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#205
Expert Merging: Model Merging with Unsupervised Expert Alignment and Importance-Guided Layer Chunking
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#204
Dataless Weight Disentanglement in Task Arithmetic via Kronecker-Factored Approximate Curvature
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#203
In-Context Learning of Temporal Point Processes with Foundation Inference Models
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#202
Latent Veracity Inference for Identifying Errors in Stepwise Reasoning
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#201
Geometric Autoencoder Priors for Bayesian Inversion: Learn First Observe Later
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#301
Alternating Diffusion for Proximal Sampling with Zeroth Order Queries
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#302
PriorGuide: Test-Time Prior Adaptation for Simulation-Based Inference
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#303
Uncertainty-Aware Diagnostics for Physics-Informed Machine Learning
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#304
VeriCoT: Neuro-symbolic Chain-of-Thought Validation via Logical Consistency Checks
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#305
Resurfacing the Instance-only Dependent Label Noise Model through Loss Correction
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#307
Multi-Condition Conformal Selection
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#308
OpenApps: Simulating Environment Variations to Measure UI Agent Reliability
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#309
Efficient Agent Training for Computer Use
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#310
Boosted Trees on a Diet: Compact Models for Resource-Constrained Devices
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#311
Not-a-Bandit: Provably No-Regret Drafter Selection in Speculative Decoding for LLMs
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#312
Revisiting Active Sequential Prediction-Powered Mean Estimation
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#313
Angle K-Means
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#314
Accessible, Realistic, and Fair Evaluation of Positive-Unlabeled Learning Algorithms
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#315
Boosting for Predictive Sufficiency
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#316
Adaptive Conformal Guidance for Learning under Uncertainty
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#317
MedAraBench: Large-scale Arabic Medical Question Answering Dataset and Benchmark
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#318
Bandits with Single-Peaked Preferences and Limited Resources
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Journal Track Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#319
back arrowGo to TMLR homepage Slicing the Gaussian Mixture Wasserstein Distance
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#320
BoGrape: Bayesian optimization over graphs with shortest-path encoded
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#321
Neural Predictor-Corrector: Solving Homotopy Problems with Reinforcement Learning
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#322
RRNCO: Towards Real-World Routing with Neural Combinatorial Optimization
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#324
Human-LLM Collaborative Feature Engineering for Tabular Data
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#424
Towards Better Branching Policies: Leveraging the Sequential Nature of Branch-and-Bound Tree
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#423
Celo2: Towards Learned Optimization Free Lunch
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#422
AutoEP: LLMs-Driven Automation of Hyperparameter Evolution for Metaheuristic Algorithms
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#421
Learning to Adapt: In-Context Learning Beyond Stationarity
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#420
Improving Feasibility via Fast Autoencoder-Based Projections
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#419
Neural Graduated Assignment for Maximum Common Edge Subgraphs
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#418
HBO: Hierarchical Balancing Optimization for Fine-Tuning Large Language Models
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#417
Pinet: Optimizing hard-constrained neural networks with orthogonal projection layers
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#416
Convergence of Muon with Newton-Schulz
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#415
Faster Gradient Methods for Highly-smooth Stochastic Bilevel Optimization
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1307
ARFlow: Auto-regressive Optical Flow Estimation for Arbitrary-Length Videos via Progressive Next-Frame Forecasting
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#414
Cautious Weight Decay
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#413
Sharpness-Aware Minimization in Logit Space Efficiently Enhances Direct Preference Optimization
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#412
Diffusion-DFL: Decision-focused Diffusion Models for Stochastic Optimization
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#411
Conformal Robustness Control: A New Strategy for Robust Decision
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#410
A Sharp KL Convergence Analysis for Diffusion Models under Minimal Assumptions
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#409
Strictly Constrained Generative Modeling via Split Augmented Langevin Sampling
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#408
Test-time Verification via Optimal Transport: Coverage, ROC, & Sub-optimality
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#407
Discount Model Search for Quality Diversity Optimization in High-Dimensional Measure Spaces
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#406
Converge Faster, Talk Less: Hessian-Informed Federated Zeroth-Order Optimization
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#405
Scaling Multi-Task Bayesian Optimization with Large Language Models
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#404
FZOO: Fast Zeroth-Order Optimizer for Fine‑Tuning Large Language Models towards Adam‑Scale Speed
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#403
Task-free Adaptive Meta Black-box Optimization
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#402
Riemannian Federated Learning via Averaging Gradient Streams
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#401
Developmental Federated Tuning: A Cognitive-Inspired Paradigm for Efficient LLM Adaptation
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#501
Semantic Parallelism: Redefining Efficient MoE Inference via Model-Data Co-Scheduling
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#502
Decentralized Nonconvex Optimization under Heavy-Tailed Noise: Normalization and Optimal Convergence
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#503
Ringleader ASGD: The First Asynchronous SGD with Optimal Time Complexity under Data Heterogeneity
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#2011
Egalitarian Gradient Descent: A Simple Approach to Accelerated Grokking
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#905
OmniCVR: A Benchmark for Omni-Composed Video Retrieval with Vision, Audio, and Text
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#505
Scaling Direct Feedback Learning with Jacobian Alignment Guarantees
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#506
COSMOS: A Hybrid Adaptive Optimizer for Efficient Training of Large Language Models
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#507
Robust Training of Neural Networks at Arbitrary Precision and Sparsity
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#508
Neural Multi-Objective Combinatorial Optimization for Flexible Job Shop Scheduling Problems
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#509
T-TAMER: Provably Taming Trade-offs in ML Serving
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#510
Redirection for Erasing Memory (REM): Towards a universal unlearning method for corrupted data
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#511
Training Large Language Models To Reason In Parallel With Global Forking Tokens
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#512
Test-Time Scaling with Reflective Generative Model
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#513
Splat Regression Models
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#514
Deep Latent Variable Model based Vertical Federated Learning with Flexible Alignment and Labeling Scenarios
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#515
LongRLVR: Long-Context Reinforcement Learning Requires Verifiable Context Rewards
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#516
FS-KAN: Permutation Equivariant Kolmogorov-Arnold Networks via Function Sharing
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#517
C-Voting: Confidence-Based Test-Time Voting without Explicit Energy Functions
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#519
Breaking the Correlation Plateau: On the Optimization and Capacity Limits of Attention-Based Regressors
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#520
Disentangling Length Bias in Preference Learning via Response-Conditioned Modeling
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#522
Poly-attention: a general scheme for higher-order self-attention
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#523
What Layers When: Learning to Skip Compute in LLMs with Residual Gates
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#524
Samples Are Not Equal: A Sample Selection Approach for Deep Clustering
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#525
CLIP-FMoE: Scalable CLIP via Fused Mixture-of-Experts with Enforced Specialization
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#526
UltraMemV2: Memory Networks Scaling to 120B Parameters with Superior Long-Context Learning
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#626
Enhancing Multivariate Time Series Forecasting with Global Temporal Retrieval
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#625
The Lattice Geometry of Neural Network Quantization: A Short Equivalence Proof of GPTQ and Babai's Algorithm
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Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#624
Let's (not) just put things in Context: Test-time Training for Long-context LLMs
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#518
Scaling Knowledge Editing in LLMs to 100,000 Facts with Neural KV Database
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#623
Massive Editing for Large Language Models Based on Dynamic Weight Generation
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#622
Uni-DPO: A Unified Paradigm for Dynamic Preference Optimization of LLMs
[
Slides]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#621
TokenSeek: Memory Efficient Fine Tuning via Instance-Aware Token Ditching
[
Slides]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#620
Textual Equilibrium Propagation for Deep Compound AI Systems
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#2002
Attention Sinks and Compression Valleys in LLMs are Two Sides of the Same Coin
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#619
Dr.LLM: Dynamic Layer Routing in LLMs
[
Poster]
[
OpenReview]
Blog Track Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#618
dLLM - Rethinking Generation Beyond Autoregressive Models
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#617
Towards Improved Sentence Representations using Token Graphs
[
Slides]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#616
In Context Semi-Supervised Learning
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#615
Not All Bits Are Equal: Scale-Dependent Memory Optimization Strategies for Reasoning Models
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#614
Local Linear Attention: An Optimal Interpolation of Linear and Softmax Attention For Test-Time Regression
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#613
RACE Attention: A Strictly Linear-Time Attention for Long-Sequence Training
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#612
Hyper-SET: Designing Transformers via Hyperspherical Energy Minimization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#611
Draft-based Approximate Inference for LLMs
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#610
Learning of Population Dynamics: Inverse Optimization Meets JKO Scheme
[
Slides]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#609
Logit‑KL Flow Matching: Non‑Autoregressive Text Generation via Sampling‑Hybrid Inference
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#608
The Spacetime of Diffusion Models: An Information Geometry Perspective
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#607
Discrete Bayesian Sample Inference for Graph Generation
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#606
TEDM: Time Series Forecasting with Elucidated Diffusion Models
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#605
Is the Reversal Curse a Binding Problem? Uncovering Limitations of Transformers from a Basic Generalization Failure
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#604
What Exactly Does Guidance Do in Masked Discrete Diffusion Models
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#603
Evidence for Limited Metacognition in LLMs
[
Slides]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#602
DeepWeightFlow: Re-Basined Flow Matching for Generating Neural Network Weights
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#601
Making Slow Thinking Faster: Compressing LLM Chain-of-Thought via Step Entropy
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#701
COLD-Steer: Steering Large Language Models via In-Context One-step Learning Dynamics
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#702
KV Cache Transform Coding for Compact Storage in LLM Inference
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#703
FROST: Filtering Reasoning Outliers with Attention for Efficient Reasoning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#704
InT: Self-Proposed Interventions Enable Credit Assignment in LLM Reasoning
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#705
EAMET: ROBUST MASSIVE MODEL EDITING VIA EMBEDDING ALIGNMENT OPTIMIZATION
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#706
Flow-based Conformal Prediction for Multi-dimensional Time Series
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#707
On the Interpolation Effect of Score Smoothing in Diffusion Models
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#708
Universal Multi-Domain Translation via Diffusion Routers
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#709
Structured Flow Autoencoders: Learning Structured Probabilistic Representations with Flow Matching
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#710
Bringing Stability to Diffusion: Decomposing and Reducing Variance of Training Masked Diffusion Models
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#711
Contact Wasserstein Geodesics for Non-Conservative Schrödinger Bridges
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#712
There is No VAE: End-to-End Pixel-Space Generative Modeling via Self-Supervised Pre-Training
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#713
Reasoning Scaffolding: Distilling the Flow of Thought from LLMs
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#714
Autoregressive-based Progressive Coding for Ultra-Low Bitrate Image Compression
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#715
Train Once, Answer All: Many Pretraining Experiments for the Cost of One
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#716
SAFETY-GUIDED FLOW (SGF): A UNIFIED FRAMEWORK FOR NEGATIVE GUIDANCE IN SAFE GENERATION
[
Slides]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#717
SpecBranch: Speculative Decoding via Hybrid Drafting and Rollback-Aware Branch Parallelism
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#718
Dual-Path Condition Alignment for Diffusion Transformers
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#719
Foundational Automatic Evaluators: Scaling Multi-Task Generative Evaluator Training for Reasoning-Centric Domains
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#720
MoNE: Replacing Redundant Experts with Lightweight Novices for Structured Pruning of MoE
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#721
FlowBind: Efficient Any-to-Any Generation with Bidirectional Flows
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#722
Semantic Voting: A Self-Evaluation-Free Approach for Efficient LLM Self-Improvement on Unverifiable Open-ended Tasks
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#723
Delay Flow Matching
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#724
SPREAD: Sampling-based Pareto front Refinement via Efficient Adaptive Diffusion
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#725
Quotient-Space Diffusion Models
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#726
Open Data Synthesis for Deep Research
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#826
pi-Flow: Policy-Based Few-Step Generation via Imitation Distillation
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#825
Generalised Flow Maps for Few-Step Generative Modelling on Riemannian Manifolds
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#824
Adapting Self-Supervised Representations as a Latent Space for Efficient Generation
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#823
Relational Transformer: Toward Zero-Shot Foundation Models for Relational Data
[
Slides]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#822
Graph homophily booster: Reimagining the role of discrete features in heterophilic graph learning
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#821
Glance for Context: Learning When to Leverage LLMs for Node-Aware GNN-LLM Fusion
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#2007
Foresight Diffusion: Improving Sampling Consistency in Predictive Diffusion Models
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#2001
Sysformer: Safeguarding Frozen Large Language Models with Adaptive System Prompts
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#820
Efficient Learning on Large Graphs using a Densifying Regularity Lemma
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#819
On the Expressive Power of GNNs for Boolean Satisfiability
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#818
Learning from Algorithm Feedback: One-Shot SAT Solver Guidance with GNNs
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#817
HGNet: Scalable Foundation Model for Automated Knowledge Graph Generation from Scientific Literature
[
Poster]
[
OpenReview]
Journal Track Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#816
Adversarial Robustness of Graph Transformers
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#815
KnowledgeSmith: Uncovering Knowledge Updating in LLMs with Model Editing and Unlearning
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#814
Sampling-aware Adversarial Attacks Against Large Language Models
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#813
WRING Out The Bias: A Rotation-Based Alternative To Projection Debiasing
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#812
CERTIFIED VS. EMPIRICAL ADVERSARIAL ROBUSTNESS VIA HYBRID CONVOLUTIONS WITH ATTENTION STOCHASTICITY
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#811
Trapped by simplicity: When Transformers fail to learn from noisy features
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#810
Why Adversarially Train Diffusion Models?
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#809
TrainRef: Curating Data with Label Distribution and Minimal Reference for Accurate Prediction and Reliable Confidence
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#808
FERD: Fairness-Enhanced Data-Free Adversarial Robustness Distillation
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#807
AP-OOD: Attention Pooling for Out-of- Distribution Detection
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#806
Toward Safer Diffusion Language Models: Discovery and Mitigation of Priming Vulnerability
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#805
Are Deep Speech Denoising Models Robust to Adversarial Noise?
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#804
Variational Deep Learning via Implicit Regularization
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#803
Concept-based Adversarial Attack: a Probabilistic Perspective
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#802
Fine-Grained Iterative Adversarial Attacks with Limited Computation Budget
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#901
Robustify Spiking Neural Networks via Dominant Singular Deflation under Heterogeneous Training Vulnerability
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#902
Pay Less Attention to Function Words for Free Robustness of Vision-Language Models
[
OpenReview]
Journal Track Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#903
Inverse Scaling in Test-Time Compute
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#904
Parameterized Hardness of Zonotope Containment and Neural Network Verification
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#906
Intrinsic Entropy of Context Length Scaling in LLMs
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#907
Implicit bias produces neural scaling laws in learning curves, from perceptrons to deep networks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#908
What Scales in Cross-Entropy Scaling Law?
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#2010
Regulating Internal Alignment Flows for Robust Learning Under Spurious Correlations
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#909
Risk Phase Transitions in Spiked Regression: Alignment Driven Benign and Catastrophic Overfitting
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#910
Some Neural Networks Inherently Preserve Subspace Clustering Structure
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#911
Learning on a Razor’s Edge: Identifiability and Singularity of Polynomial Neural Networks
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#912
Bridging the Gap Between Promise and Performance for Microscaling FP4 Quantization
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#913
Benchmarking LLM Tool-Use in the Wild
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#521
On The Surprising Effectiveness of a Single Global Merging in Decentralized Learning
[
Slides]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#915
Inductive Reasoning for Temporal Knowledge Graphs with Emerging Entities
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#916
Composer: A Search Framework for Hybrid Neural Architecture Design
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#2003
Never Saddle for Reparameterized Steepest Descent as Mirror Flow
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#917
Learning Semi-Structured Sparsity for LLMs via Shared and Context-Aware Hypernetwork
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#918
FoNE: Precise Single-Token Number Embeddings via Fourier Features
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#919
BoRA: Towards More Expressive Low-Rank Adaptation with Block Diversity
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#920
Compositional Generalization from Learned Skills via CoT Training: A Theoretical and Structural Analysis for Reasoning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#921
Understanding the Learning Phases in Self-Supervised Learning via Critical Periods
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#922
Batch Pruning by Activation Stability
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#923
Can Language Models Discover Scaling Laws?
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#924
Rejuvenating Cross-Entropy Loss in Knowledge Distillation for Recommender Systems
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#925
Beyond Uniformity: Regularizing Implicit Neural Representations through a Lipschitz Lens
[
Slides]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#926
On Powerful Ways to Generate: Autoregression, Diffusion, and Beyond
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1026
Train-before-Test Harmonizes Language Model Rankings
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1025
Learn More with Less: Uncertainty Consistency Guided Query Selection for RLVR
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1024
Choices Speak Louder than Questions
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1023
E²LoRA: Efficient and Effective Low-Rank Adaptation with Entropy-Guided Adaptive Sharing
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1022
DRIFT: Decompose, Retrieve, Illustrate, then Formalize Theorems
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1021
Unmute the Patch Tokens: Rethinking Probing in Multi-Label Audio Classification
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1020
Soft Tokens, Hard Truths
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1019
Qronos: Correcting the Past by Shaping the Future... in Post-Training Quantization
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1018
Social Agents: Collective Intelligence Improves LLM Predictions
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1017
Relatron: Automating Relational Machine Learning over Relational Databases
[
OpenReview]
Journal Track Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1016
ReFeR: Improving Evaluation and Reasoning through Hierarchy of Models
[
Poster]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1201
GeoGramBench: Benchmarking the Geometric Program Reasoning in Modern LLMs
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1015
PepTri: Tri-Guided All-Atom Diffusion for Peptide Design via Physics, Evolution, and Mutual Information
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1014
Scaling Laws and Symmetry, Evidence from Neural Force Fields
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1013
PoseX: AI Defeats Physics-based Methods on Protein Ligand Cross-Docking
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1012
SAIR: Enabling Deep Learning for Protein-Ligand Interactions with a Synthetic Structural Dataset
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1420
Tracking Equivalent Mechanistic Interpretations Across Neural Networks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1011
FACET: A Fragment-Aware Conformer Ensemble Transformer
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1010
Interpolation-Based Conditioning of Flow Matching Models for Bioisosteric Ligand Design
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1009
DCFold: Efficient Protein Structure Generation with Single Forward Pass
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1008
Towards a Transferable Acceleration Method for Density Functional Theory
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1007
Verifier-Constrained Flow Expansion for Discovery Beyond the Data
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1006
Greater than the Sum of Its Parts: Building Substructure into Protein Encoding Models
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1005
Protein Structure Tokenization via Geometric Byte Pair Encoding
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1004
Efficient Prediction of Large Protein Complexes via Subunit-Guided Hierarchical Refinement
[
Poster]
[
OpenReview]
Blog Track Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1003
Evaluating Machine Learned Inter-Atomic Potentials for a Practical Simulation Workflow
[
OpenReview]
Journal Track Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1002
Training Dynamics of Learning 3D-Rotational Equivariance
[
Poster]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#2013
High Probability Bounds for Non-Convex Stochastic Optimization with Momentum
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1001
Zephyrus: An Agentic Framework for Weather Science
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1101
FlowCast: Advancing Precipitation Nowcasting with Conditional Flow Matching
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#2005
SigmaDock: Untwisting Molecular Docking with Fragment-Based SE(3) Diffusion
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1102
HEIST: A Graph Foundation Model for Spatial Transcriptomics and Proteomics Data
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1103
RIDER: 3D RNA Inverse Design with Reinforcement Learning-Guided Diffusion
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1104
CDBridge: A Cross-omics Post-training Bridge Strategy for Context-aware Biological Modeling
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1105
GeneBreaker: Jailbreak Attacks against DNA Language Models with Pathogenicity Guidance
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1106
CryoLVM: Self-supervised Learning from Cryo-EM Density Maps with Large Vision Models
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1107
CP-Agent: Context‑Aware Multimodal Reasoning for Cellular Morphological Profiling under Chemical Perturbations
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1108
SC-Arena: A Natural Language Benchmark for Single-Cell Reasoning with Knowledge-Augmented Evaluation
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1109
WFR-FM: Simulation-Free Dynamic Unbalanced Optimal Transport
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1110
TusoAI: Agentic Optimization for Scientific Methods
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1111
Photon: Speedup Volume Understanding with Efficient Multimodal Large Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1112
Can Large Language Models Match the Conclusions of Systematic Reviews?
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1113
Moving Beyond Medical Exams: A Clinician-Annotated Fairness Dataset of Real-World Tasks and Ambiguity in Mental Healthcare
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1114
Random Anchors with Low-rank Decorrelated Learning: A Minimalist Pipeline for Class-Incremental Medical Image Classification
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1115
OpenPros: A Large-Scale Dataset for Limited View Prostate Ultrasound Computed Tomography
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1116
U2-BENCH: Benchmarking Large Vision-Language Models on Ultrasound Understanding
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1117
KnowGuard: Knowledge-Driven Abstention for Multi-Round Clinical Reasoning
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1118
AbdCTBench: Learning Clinical Biomarker Representations from Abdominal Surface Geometry
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1119
MedVR: Annotation-Free Medical Visual Reasoning via Agentic Reinforcement Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1120
Beyond Classification Accuracy: Neural-MedBench and the Need for Deeper Reasoning Benchmarks
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1121
sleep2vec: Unified Cross-Modal Alignment for Heterogeneous Nocturnal Biosignals
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1122
MedLesionVQA: A Multimodal Benchmark Emulating Clinical Visual Diagnosis for Body Surface Health
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1123
CounselBench: A Large-Scale Expert Evaluation and Adversarial Benchmarking of Large Language Models in Mental Health Question Answering
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1124
Critic–Adviser–Reviser Cyclic Refinement: Towards High-Quality EMR Corpus Generation with LLMs
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1125
HistoPrism: Unlocking Functional Pathway Analysis from Pan-Cancer Histology via Gene Expression Prediction
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1126
Identity-Free Deferral For Unseen Experts
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1226
Temporally Detailed Hypergraph Neural ODE for Disease Progression Modeling
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1225
RealPDEBench: A Benchmark for Complex Physical Systems with Real-World Data
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1224
GenCP: Towards Generative Modeling Paradigm of Coupled physics
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1223
DRIFT-Net: A Spectral-Coupled Neural Operator for PDEs Learning
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1222
EGG-SR: Embedding Symbolic Equivalence into Symbolic Regression via Equality Graph
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1221
Unveiling the Mechanism of Continuous Representation Full-Waveform Inversion: A Wave Based Neural Tangent Kernel Framework
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1220
OmniField: Conditioned Neural Fields for Robust Multimodal Spatiotemporal Learning
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1219
Test-Time Accuracy-Cost Control in Neural Simulators via Recurrent-Depth
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1218
CFO: Learning Continuous-Time PDE Dynamics via Flow-Matched Neural Operators
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1217
ComPhy: Composing Physical Models with end-to-end Alignment
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1215
Fast training of accurate physics-informed neural networks without gradient descent
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1214
KANO: Kolmogorov-Arnold Neural Operator
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1213
Buckingham $\pi$-Invariant Test‑Time Projection for Robust PDE Surrogate Modeling
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1212
Map as a Prompt: Learning Multi-Modal Spatial-Signal Foundation Models for Cross-scenario Wireless Localization
[
OpenReview]
Journal Track Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1211
Variational Pseudo Marginal Methods for Jet Reconstruction in Particle Physics
[
Slides]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1210
Rethinking Driving World Model as Synthetic Data Generator for Perception Tasks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1209
Grounding Generative Planners in Verifiable Logic: A Hybrid Architecture for Trustworthy Embodied AI
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1208
Robust Fine-tuning of Vision-Language-Action Robot Policies via Parameter Merging
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1207
Real-Time Robot Execution with Masked Action Chunking
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1206
RF-MatID: Dataset and Benchmark for Radio Frequency Material Identification
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1205
All-day Multi-scenes Lifelong Vision-and-Language Navigation with Tucker Adaptation
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1204
DriveVLA-W0: World Models Amplify Data Scaling Law in Autonomous Driving
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1203
M$^3$E: Continual Vision-and-Language Navigation via Mixture of Macro and Micro Experts
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1202
VLMgineer: Vision-Language Models as Robotic Toolsmiths
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1301
Self-Improving Vision-Language-Action Models with Data Generation via Residual RL
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1302
Differentiable Model Predictive Control on the GPU
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1216
ManipEvalAgent: Promptable and Efficient Evaluation Framework for Robotic Manipulation Policies
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1303
VER: Vision Expert Transformer for Robot Learning via Foundation Distillation and Dynamic Routing
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1304
Abstracting Robot Manipulation Skills via Mixture-of-Experts Diffusion Policies
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1305
Align-Then-stEer: Adapting the Vision-Language Action Models through Unified Latent Guidance
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1306
RoboOmni: Proactive Robot Manipulation in Omni-modal Context
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#2006
Adapt Data to Model: Adaptive Transformation Optimization for Domain-shared Time Series Foundation Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1308
Uncertainty-Aware Gaussian Map for Vision-Language Navigation
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1309
Ground Slow, Move Fast: A Dual-System Foundation Model for Generalizable Vision-Language Navigation
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1310
Autonomous Functional Play with Correspondence-Driven Trajectory Warping
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1311
$AutoDrive\text{-}P^3$: Unified Chain of Perception–Prediction–Planning Thought via Reinforcement Fine-Tuning
[
Slides]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1312
Capturing Visual Environment Structure Correlates with Control Performance
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1313
COOPERTRIM: Adaptive Data Selection for Uncertainty-Aware Cooperative Perception
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1314
Advancing Multi-agent Traffic Simulation via R1-Style Reinforcement Fine-Tuning
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1315
Repurposing Foundation Model for Generalizable Medical Time Series Classification
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1316
Complexity- and Statistics-Guided Anomaly Detection in Time Series Foundation Models
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1317
Tackling Time-Series Forecasting Generalization via Mitigating Concept Drift
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1318
SwiftTS: A Swift Selection Framework for Time Series Pre-trained Models via Multi-task Meta-Learning
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1319
ARROW: An Adaptive Rollout and Routing Method for Global Weather Forecasting
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1320
GTM: A General Time-series Model for Enhanced Representation Learning of Time-Series data
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1321
Local Geometry Attention for Time Series Forecasting under Realistic Corruptions
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1322
Causal Score Conditioning for Multi-Resolution Latent Systems
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1323
Detection of unknown unknowns in autonomous systems
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1324
When to Retrain after Drift: A Data-Only Test of Post-Drift Data Size Sufficiency
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1325
OWL : Geometry-Aware Spatial Reasoning for Audio Large Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1326
Death of the Novel(ty): Beyond N-Gram Novelty as a Metric for Textual Creativity
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1426
Flipping the Dialogue: Training and Evaluating User Language Models
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1425
RedTeamCUA: Realistic Adversarial Testing of Computer-Use Agents in Hybrid Web-OS Environments
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1424
Rewarding Doubt: A Reinforcement Learning Approach to Calibrated Confidence Expression of Large Language Models
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1423
GPS: Graph-guided Proactive Information Seeking in Large Language Models
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1422
Learnable Fractional Superlets with a Spectro-Temporal Emotion Encoder for Speech Emotion Recognition
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1421
IterResearch: Rethinking Long-Horizon Agents with Interaction Scaling
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1419
Data Selection for LLM Alignment Using Fine-Grained Preferences
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1418
VeriRole: Verifiable Role-Awareness through Hint-Guided Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1417
Enhancing Persona Following at Decoding Time via Dynamic Importance Estimation for Role-Playing Agents
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#914
A$^2$Search: Ambiguity-Aware Question Answering with Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1416
BAPO: Stabilizing Off-Policy Reinforcement Learning for LLMs via Balanced Policy Optimization with Adaptive Clipping
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1415
The Limits of Inference Scaling Through Resampling
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1414
Hierarchical Semantic-Acoustic Modeling via Semi-Discrete Residual Representations for Expressive End-to-End Speech Synthesis
[
Slides]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1413
CONCUR: A Framework for Continual Constrained and Unconstrained Routing
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1412
MMR-Life: Piecing Together Real-life Scenes for Multimodal Multi-image Reasoning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1411
A Fano-Style Accuracy Upper Bound for LLM Single-Pass Reasoning in Multi-Hop QA
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1410
Confident and Adaptive Generative Speech Recognition via Risk Control
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1409
Learning From Dictionary: Enhancing Robustness of Machine-Generated Text Detection in Zero-Shot Language via Adversarial Training
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1408
LiveWeb-IE: A Benchmark For Online Web Information Extraction
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1407
Differential Fine-Tuning Large Language Models Towards Better Diverse Reasoning Abilities
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1406
AssoMem: Scalable Memory QA with Multi-Signal Associative Retrieval
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1405
ProfBench: Multi-Domain Rubrics requiring Professional Knowledge to Answer and Judge
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1404
Unmasking Backdoors: An Explainable Defense via Gradient-Attention Anomaly Scoring for Pre-trained Language Models
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1403
Non-Collaborative User Simulators for Tool Agents
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1402
TVTSyn: Content-Synchronous Time-Varying Timbre for Streaming Voice Conversion and Anonymization
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1401
PERSONA: Dynamic and Compositional Inference-Time Personality Control via Activation Vector Algebra
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1501
Embedding-Based Context-Aware Reranker
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1502
Smarter Not Harder: Generative Process Evaluation with Intrinsic-Signal Driving and Ability‑Adaptive Reward Shaping
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1503
CoT Vectors: Transferring and Probing the Reasoning Mechanisms of LLMs
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1504
Revolutionizing Reinforcement Learning Framework for Diffusion Large Language Models
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1505
Beyond Markovian Drifts: Action-Biased Geometric Walks with Memory for Personalized Summarization
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1506
Collaborative Gym: A Framework for Enabling and Evaluating Human-Agent Collaboration
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1507
Dyna-Mind: Learning to Simulate from Experience for Better AI Agents
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1508
Embodied Agents Meet Personalization: Investigating Challenges and Solutions Through the Lens of Memory Utilization
[
Slides]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1509
LINGOLY-TOO: Disentangling Reasoning from Knowledge with Templatised Orthographic Obfuscation
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1510
POEMetric: The Last Stanza of Humanity
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1511
SPARTA: Scalable and Principled Benchmark of Tree-Structured Multi-hop QA over Text and Tables
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1512
GRO-RAG: Gradient-aware Re-rank Optimization for Multi-source Retrieval-Augmented Generation
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1513
AutoLibra: Agent Metric Induction from Open-Ended Human Feedback
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1514
Rewriting Pre-Training Data Boosts LLM Performance in Math and Code
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1515
FeatureBench: Benchmarking Agentic Coding for Complex Feature Development
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1516
A$^2$FM: An Adaptive Agent Foundation Model for Tool-Aware Hybrid Reasoning
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1517
StableToken: A Noise-Robust Semantic Speech Tokenizer for Resilient SpeechLLMs
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1518
KnowProxy: Adapting Large Language Models by Knowledge-guided Proxy
[
Slides]
[
Poster]
[
OpenReview]
Blog Track Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1519
Heuristic-Based Ideation for Guiding LLMs Toward Structured Creativity
[
OpenReview]
Journal Track Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1520
StructEval: Benchmarking LLMs' Capabilities to Generate Structural Outputs
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1521
Learning From the Past with Cascading Eligibility Traces
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1522
Evolution and compression in LLMs: on the emergence of human-aligned categorization
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1523
Inferring brain plasticity rule under long-term stimulation with structured recurrent dynamics
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1524
Estimating Dimensionality of Neural Representations from Finite Samples
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1525
The Human Brain as a Dynamic Mixture of Expert Models in Video Understanding
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1526
Towards Interpretable Visual Decoding with Attention to Brain Representations
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1626
CerebraGloss: Instruction-Tuning a Large Vision-Language Model for Fine-Grained Clinical EEG Interpretation
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1625
CogMoE: Signal-Quality–Guided Multimodal MoE for Cognitive Load Prediction
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1624
Convex Efficient Coding
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1623
Setting up for failure: automatic discovery of the neural mechanisms of cognitive errors
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1622
A Cognitive Process-Inspired Architecture for Subject-Agnostic Brain Visual Decoding
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1621
Is This Just Fantasy? Language Model Representations Reflect Human Judgments of Event Plausibility
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1620
HEEGNet: Hyperbolic Embeddings for EEG
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1619
Discovering alternative solutions beyond the simplicity bias in recurrent neural networks
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1618
Musculoskeletal simulation of limb movement biomechanics in Drosophila melanogaster
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1617
Are EEG Foundation Models Worth It? Comparative Evaluation with Traditional Decoders in Diverse BCI Tasks
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1616
A foundation model with multi-variate parallel attention to generate neuronal activity
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1615
Pitfalls in Evaluating Language Model Forecasters
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1614
Entropy-Guided Dynamic Tokens for Graph-LLM Alignment in Molecular Understanding
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1613
xRFM: Accurate, scalable, and interpretable feature learning models for tabular data
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1612
Enhancing Generative Auto-bidding with Offline Reward Evaluation and Policy Search
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1611
SK2Decompile: LLM-based Two-Phase Binary Decompilation from Skeleton to Skin
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1610
When to use Graphs in RAG: A Comprehensive Analysis for Graph Retrieval-Augmented Generation
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1609
ASSESS: A Semantic and Structural Evaluation Framework for Statement Similarity
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1607
How Many Code and Test Cases Are Enough? Evaluating Test Cases Generation from a Binary-Matrix Perspective
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1606
Trade in Minutes! Rationality-Driven Agentic System for Quantitative Financial Trading
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1605
Experience-based Knowledge Correction for Robust Planning in Minecraft
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1604
SmartChunk Retrieval: Query-Aware Chunk Compression with Planning for Efficient Document RAG
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1603
HAMLET: A Hierarchical and Adaptive Multi-Agent Framework for Live Embodied Theatrics
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1602
CoDA: Agentic Systems for Collaborative Data Visualization
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1601
SemHiTok: A Unified Image Tokenizer via Semantic-Guided Hierarchical Codebook for Multimodal Understanding and Generation
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1701
WebDevJudge: Evaluating (M)LLMs as Critiques for Web Development Quality
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#306
Fathom-DeepResearch: Unlocking Long Horizon Information Retrieval and Synthesis for SLMs
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1702
Lean Finder: Semantic Search for Mathlib That Understands User Intents
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#116
Control Tax: The Price of Keeping AI in Check
[
Slides]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1703
Retro*: Optimizing LLMs for Reasoning-Intensive Document Retrieval
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1704
LoC-Decomp: LLM Autoformalization via Logical Concept Decomposition and Iterative Feedback Correction
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1705
Persona Features Control Emergent Misalignment
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1706
Nemotron-Research-Tool-N1: Exploring Tool-Using Language Models with Reinforced Reasoning
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1707
Reducing Semantic Mismatch in Brain-to-Text Decoding Through Personalized Multimodal Masking
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1708
Reconciling Visual Perception and Generation in Diffusion Models
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1709
SAIL: Self-Amplified Iterative Learning for Diffusion Model Alignment with Minimal Human Feedback
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1710
Activation Steering with a Feedback Controller
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1711
Quadratic Direct Forecast for Training Multi-Step Time-Series Forecast Models
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1712
Weak Correlations as the Underlying Principle for Linearization of Gradient-Based Learning Systems
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1713
Nesterov Finds GRAAL: Optimal and Adaptive Gradient Method for Convex Optimization
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1714
What Matters for Batch Online Reinforcement Learning in Robotics?
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1715
Visual Jigsaw Post-Training Improves MLLMs
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1807
RAPID$^3$: Tri-Level Reinforced Acceleration Policies for Diffusion Transformer
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#2004
Predicting Kernel Regression Learning Curves from Only Raw Data Statistics
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1716
OpenEstimate: Evaluating LLMs on Reasoning Under Uncertainty with Real-World Data
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#2009
SuperMAN: Interpretable and Expressive Networks over Temporally Sparse Heterogeneous Data
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1717
LumosX: Relate Any Identities with Their Attributes for Personalized Video Generation
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1718
Scaling Atomistic Protein Binder Design with Generative Pretraining and Test-Time Compute
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1719
Darwin Gödel Machine: Open-Ended Evolution of Self-Improving Agents
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#504
Larger Datasets Can Be Repeated More: A Theoretical Analysis of Multi-Epoch Scaling in Linear Regression
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1720
RMFlow: Refined Mean Flow by a Noise-Injection Step for Multimodal Generation
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1721
Uni-NTFM: A Unified Foundation Model for EEG Signal Representation Learning
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1722
Reinforcement Learning for Machine Learning Engineering Agents
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1723
MuonBP: Faster Muon via Block-Periodic Orthogonalization
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1724
ThinkMorph: Emergent Properties in Multimodal Interleaved Chain-of-Thought Reasoning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1824
CircuitNet 3.0: A Multi-Modal Dataset with Task-Oriented Augmentation for AI-Driven Circuit Design
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1823
Natural Language PDDL (NL-PDDL) for Open-world Goal-oriented Commonsense Regression Planning in Embodied AI
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1822
MoSA: Mosaic Shared Adaptation of Large Language Models
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1821
Poisson Midpoint Method for Log Concave Sampling: Beyond the Strong Error Lower Bounds
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1820
A Tale of Two Geometries: Adaptive Optimizers and Non-Euclidean Descent
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1819
Pyramid Patchification Flow for Visual Generation
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1818
Sparsity Forcing: Reinforcing Token Sparsity of MLLMs
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1817
StochasTok: Improving Fine-Grained Subword Understanding in LLMs
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1816
Skirting Additive Error Barriers for Private Turnstile Streams
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1815
Cancer-Myth: Evaluating Large Language Models on Patient Questions with False Presuppositions
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1814
PERSISTENCE SPHERES: BI-CONTINUOUS REPRESENTATIONS OF PERSISTENCE DIAGRAMS.
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1813
Nasty Adversarial Training: A Probability Sparsity Perspective for Robustness Enhancement
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1812
On Robustness of Vision-Language-Action Model against Multi-Modal Perturbations
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1811
DevOps-Gym: Benchmarking AI Agents in Software DevOps Cycle
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1810
SplitLoRA: Balancing Stability and Plasticity in Continual Learning Through Gradient Space Splitting
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1809
MEM1: Learning to Synergize Memory and Reasoning for Efficient Long-Horizon Agents
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1808
To Compress or Not? Pushing the Frontier of Lossless GenAI Model Weights Compression with Exponent Concentration
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1806
Cross-Modal Redundancy and the Geometry of Vision–Language Embeddings
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1805
AttTok: Marrying Attribute Tokens with Generative Pre-trained Vision-Language Models towards Medical Image Understanding
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1804
Sample More to Think Less: Group Filtered Policy Optimization for Concise Reasoning
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1803
SketchEvo: Leveraging Drawing Dynamics for Enhanced Image Synthesis
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1802
NLI : Non-uniform Linear Interpolation Approximation of Nonlinear Operations for Efficient LLMs Inference
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1801
On Predictability of Reinforcement Learning Dynamics for Large Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1901
Dichotomous Diffusion Policy Optimization
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1902
OPRIDE: Efficient Offline Preference-based Reinforcement Learning via In-Dataset Exploration
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1903
Distilled Pretraining: A modern lens of Data, In-Context Learning and Test-Time Scaling
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1904
Consis-GCPO: Consistency-Preserving Group Causal Preference Optimization for Vision Customization
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1905
Obscure but Effective: Classical Chinese Jailbreak Prompt Optimization via Bio-Inspired Search
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1906
Seesaw: Accelerating Training by Balancing Batch Size and Learning Rate Scheduling
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1907
VideoChat-Flash: Hierarchical Compression for Long-Context Video Modeling
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1908
PolySkill: Learning Generalizable Skills Through Polymorphic Abstraction For Continual Learning
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1909
SR-Scientist: Scientific Equation Discovery With Agentic AI
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1910
Rolling Forcing: Autoregressive Long Video Diffusion in Real Time
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1911
Tree-sliced Sobolev IPM
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1912
Hierarchical Encoding Tree with Modality Mixup for Cross-modal Hashing
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1913
From EduVisBench to EduVisAgent: A Benchmark and Multi-Agent Framework for Reasoning-Driven Pedagogical Visualization
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1914
BaseReward: A Strong Baseline for Multimodal Reward Model
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1915
SimpleTIR: End-to-End Reinforcement Learning for Multi-Turn Tool-Integrated Reasoning
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1916
Taming Curvature: Architecture Warm-up for Stable Transformer Training
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1917
Scaling Agents via Continual Pre-training
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1918
LeRobot: An Open-Source Library for End-to-End Robot Learning
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1919
Q&C: When Quantization Meets Cache in Efficient Generation
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1920
CLAUSE: Agentic Neuro-Symbolic Knowledge Graph Reasoning via Dynamic Learnable Context Engineering
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1921
FinSearchComp: Towards a Realistic, Expert-Level Evaluation of Financial Search and Reasoning
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1922
CoDA: From Text-to-Image Diffusion Models to Training-Free Dataset Distillation
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1923
DiffAdapt: Difficulty-Adaptive Reasoning for Token-Efficient LLM Inference
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#1924
R-WoM: Retrieval-augmented World Model For Computer-use Agents
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#2024
TrustJudge: Inconsistencies of LLM-as-a-Judge and How to Alleviate Them
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#2023
Joint Distribution–Informed Shapley Values for Sparse Counterfactual Explanations
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#2022
GTA1: GUI Test-time Scaling Agent
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#2021
Frozen Priors, Fluid Forecasts: Prequential Uncertainty for Low-Data Deployment with Pretrained Generative Models
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#2020
Efficient Testing for Correlation Clustering: Improved Algorithms and Optimal Bounds
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#2019
How to Lose Inherent Counterfactuality in Reinforcement Learning
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#2018
Transformers as Measure-Theoretic Associative Memory: A Statistical Perspective and Minimax Optimality
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#2017
Conformalized Survival Counterfactuals Prediction for General Right-Censored Data
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#2016
Cartridges: Lightweight and general-purpose long context representations via self-study
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OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#2015
Newton Method Revisited: Global Convergence Rates up to $O(1/k^3)$ for Stepsize Schedules and Linesearch Procedures
[
Poster]
[
OpenReview]
Blog Track Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) @ Pavilion 3 P3-#2014
Generative AI Archaeology
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OpenReview]
Successful Page Load