Papers
12094 papers
ICML2025
HiRemate: Hierarchical Approach for Efficient Re-materialization of Neural Networks
Summary pending...
RematerializationCheckpointingMemory-Efficient Training
ICML2025
GPEN: Global Position Encoding Network for Enhanced Subgraph Representation Learning
Summary pending...
Subgraph Representation Learning
ICML2025
Towards Practical Defect-Focused Automated Code Review
Summary pending...
Automated Code ReviewMerge Request AnalysisLarge Language Models (LLMs)
ICML2025
When Will It Fail?: Anomaly to Prompt for Forecasting Future Anomalies in Time Series
Summary pending...
Time series forecastingtime series anomaly detection
ICML2025
Rethinking Benign Overfitting in Two-Layer Neural Networks
Summary pending...
Benign overfittinglong-tailed datatwo-layer neural networks
ICML2025
Symmetry-Aware GFlowNets
Summary pending...
GFlowNetgraph generationmolecule optimization
ICML2025
Kinetic Langevin Diffusion for Crystalline Materials Generation
Summary pending...
generative modelsdiffusion modelscrystals
ICML2025
Pairwise Maximum Likelihood For Multi-Class Logistic Regression Model With Multiple Rare Classes
Summary pending...
Multi-class logistic regression modelPairwise maximum likelihood estimationRare class analysis
ICML2025
SDE Matching: Scalable and Simulation-Free Training of Latent Stochastic Differential Equations
Summary pending...
diffusiongenerative modelsSDE
ICML2025
CombiMOTS: Combinatorial Multi-Objective Tree Search for Dual-Target Molecule Generation
Summary pending...
Dual-target Molecule GenerationFragment-based Drug DiscoveryMonte-Carlo Tree Search
ICML2025
Scalable Meta-Learning via Mixed-Mode Differentiation
Summary pending...
meta-learningbilevel optimizationsecond-order optimization
ICML2025
Fast Min-$\epsilon$ Segmented Regression using Constant-Time Segment Merging
Summary pending...
RegressionSegmented RegressionTime-Series Analysis
ICML2025
PINNsAgent: Automated PDE Surrogation with Large Language Models
Summary pending...
pinnsllm-agent
ICML2025
Beyond Cropped Regions: New Benchmark and Corresponding Baseline for Chinese Scene Text Retrieval in Diverse Layouts
Summary pending...
Scene text retrievalMultimodal retrievalText understanding
ICML2025
An Empirical Study on Configuring In-Context Learning Demonstrations for Unleashing MLLMs' Sentimental Perception Capability
Summary pending...
Multimodal Sentiment AnalysisMultimodal Large Language ModelIn-Context Learning
ICML2025
Statistical Hypothesis Testing for Auditing Robustness in Language Models
Summary pending...
language modelssafetyinterpretability
ICML2025
Generalization of noisy SGD in unbounded non-convex settings
Summary pending...
Information theoretic generalizationLangevinSGD
ICML2025
DEFAME: Dynamic Evidence-based FAct-checking with Multimodal Experts
Summary pending...
fact-checkingmultimodalclaim-verification
ICML2025
EcoMapper: Generative Modeling for Climate-Aware Satellite Imagery
Summary pending...
remote sensinggenerative modelingstable diffusion
ICML2025
Certification for Differentially Private Prediction in Gradient-Based Training
Summary pending...
Differential PrivacyConvex OptimizationDeep Learning