Papers
12094 papers
ICML2025
Simple Randomized Rounding for Max-Min Eigenvalue Augmentation
Summary pending...
Approximation algorithmsBayesian E-optimal designmatrix concentration inequalities
ICML2025
CROW: Eliminating Backdoors from Large Language Models via Internal Consistency Regularization
Summary pending...
LLM SecurityBackdoor DefenseConsistency Regularization
ICML2025
Equivariant Neural Tangent Kernels
Summary pending...
neural tangent kernelequivariant neural networksgeometric deep learning
ICML2025
Counting atoms faster: policy-based nuclear magnetic resonance pulse sequencing for atomic abundance measurement
Summary pending...
NMRMRIelemental analysis
ICML2025
Kona: An Efficient Privacy-Preservation Framework for KNN Classification by Communication Optimization
Summary pending...
Privacy PreservationK-Nearest Neighbors
ICML2025
Analytical Construction on Geometric Architectures: Transitioning from Static to Temporal Link Prediction
Summary pending...
Dynamic systemsGraph neural networksHyperbolic representation learning
ICML2025
Large Language-Geometry Model: When LLM meets Equivariance
Summary pending...
EquivarianceGraph Neural NetworksLarge Language Models
ICML2025
Learning Time-Varying Multi-Region Brain Communications via Scalable Markovian Gaussian Processes
Summary pending...
Multiple Brain Region Communications; Markovian Gaussian Processes; State Space Model
ICML2025
Survival Analysis via Density Estimation
Summary pending...
survival analysistime-to-event analysiscompeting risks
ICML2025
Sorbet: A Neuromorphic Hardware-Compatible Transformer-Based Spiking Language Model
Summary pending...
Spiking Neural Networks; Small Language Models; Energy Efficiency
ICML2025
LAION-C: An Out-of-Distribution Benchmark for Web-Scale Vision Models
Summary pending...
OODrepresentation learningbenchmark
ICML2025
Feature Shift Localization Network
Summary pending...
feature shift localizationshift detectionshift
ICML2025
Maximizing Intermediate Checkpoint Value in LLM Pretraining with Bayesian Optimization
Summary pending...
Large Language Models (LLMs)PretrainingCheckpoint Merging
ICML2025
A Theoretical Study of (Hyper) Self-Attention through the Lens of Interactions: Representation, Training, Generalization
Summary pending...
attentionself-attentiondeep learning
ICML2025
PoisonBench: Assessing Language Model Vulnerability to Poisoned Preference Data
Summary pending...
backdoor attackdata poisoningpreference learning
ICML2025
Extreme Value Policy Optimization for Safe Reinforcement Learning
Summary pending...
constrained RLextreme value theoryconstraint satisfaction
ICML2025
Surrogate Prompt Learning: Towards Efficient and Diverse Prompt Learning for Vision-Language Models
Summary pending...
transfer learningprompt learningvision-language model
ICML2025
Noisy SIGNSGD Is More Differentially Private Than You (Might) Think
Summary pending...
differential privacysign-based compressor
ICML2025
Learning Minimum-Size BDDs: Towards Efficient Exact Algorithms
Summary pending...
parameterized complexityNP-hard problembinary decision diagrams
ICML2025
Deep Reinforcement Learning from Hierarchical Preference Design
Summary pending...
Reinforcement LearningReward ModelingCode Generation