Papers
12094 papers
ICML2025
AnyEdit: Edit Any Knowledge Encoded in Language Models
Summary pending...
Large Language Model; Model Editing
ICML2025
MMInference: Accelerating Pre-filling for Long-Context Visual Language Models via Modality-Aware Permutation Sparse Attention
Summary pending...
Visual Language ModelLLMs InferenceLong-Context LLMs
ICML2025
Heavy-Tailed Linear Bandits: Huber Regression with One-Pass Update
Summary pending...
heavy-tailed linear bandithuber loss
ICML2025
Average Sensitivity of Hierarchical $k$-Median Clustering
Summary pending...
Hierarchical ClusteringAverage Sensitivity$k$-Median
ICML2025
The Ripple Effect: On Unforeseen Complications of Backdoor Attacks
Summary pending...
Backdoor attacksbackdoor complicationspretrained language model
ICML2025
Policy Gradient with Tree Expansion
Summary pending...
Reinforcement LearningPolicy GradientTree Expansion
ICML2025
Causality Inspired Federated Learning for OOD Generalization
Summary pending...
federated learningcausalityout-of-distribution generalization
ICML2025
Learning Joint Interventional Effects from Single-Variable Interventions in Additive Models
Summary pending...
CausalityTreatment EffectCausal Representation Learning
ICML2025
SIMPLEMIX: Frustratingly Simple Mixing of Off- and On-policy Data in Language Model Preference Learning
Summary pending...
Language ModelsAlignmentPreference Optimization
ICML2025
Diving into Self-Evolving Training for Multimodal Reasoning
Summary pending...
Multimodal ReasoningSelf-Evolving TrainingLarge Multimodal Models
ICML2025
Is Best-of-N the Best of Them? Coverage, Scaling, and Optimality in Inference-Time Alignment
Summary pending...
inference time alignmentbest of npessimism
ICML2025
Non-Stationary Predictions May Be More Informative: Exploring Pseudo-Labels with a Two-Phase Pattern of Training Dynamics
Summary pending...
Pseudo-LabelsTwo-phase patternSemi-supervised learning
ICML2025
OptMATH: A Scalable Bidirectional Data Synthesis Framework for Optimization Modeling
Summary pending...
OptimizationLLMOptimization Modeling
ICML2025
Physics-Informed Weakly Supervised Learning For Interatomic Potentials
Summary pending...
interatomic potentialphysics informed methodweakly supervised method
ICML2025
Posterior Inference with Diffusion Models for High-dimensional Black-box Optimization
Summary pending...
Diffusion ModelsPosterior InferenceHigh-dimensional Black-box Optimization
ICML2025
Low-distortion and GPU-compatible Tree Embeddings in Hyperbolic Space
Summary pending...
Hyperbolic GeometryHyperbolic Tree EmbeddingsRepresentation Learning
ICML2025
Latent Score-Based Reweighting for Robust Classification on Imbalanced Tabular Data
Summary pending...
robustnessscore modelreweighting
ICML2025
On the Provable Separation of Scales in Maximal Update Parameterization
Summary pending...
Maximal Update Parametrizationhyperparameter tuningzero-shot transfer
ICML2025
The Generalized Skew Spectrum of Graphs
Summary pending...
Machine LearningICMLgraph representation
ICML2025
How Much Can We Forget about Data Contamination?
Summary pending...
Large Language ModelsContaminationForgetting