Papers
12094 papers
ICML2025
AutoML-Agent: A Multi-Agent LLM Framework for Full-Pipeline AutoML
Summary pending...
Automated Machine LearningMulti-Agent FrameworkLarge Language Models
ICML2025
Adapter Naturally Serves as Decoupler for Cross-Domain Few-Shot Semantic Segmentation
Summary pending...
DecoupleCross-DomainFew-Shot
ICML2025
Faster Approximation Algorithms for k-Center via Data Reduction
Summary pending...
k-centerclusteringEuclidean
ICML2025
Theoretically Unmasking Inference Attacks Against LDP-Protected Clients in Federated Vision Models
Summary pending...
Federated LearningDifferential PrivacyMembership Inference Attack
ICML2025
TSP: A Two-Sided Smoothed Primal-Dual Method for Nonconvex Bilevel Optimization
Summary pending...
Primal-dual methodbilevel optimizationstochastic gradient descent
ICML2025
Rethinking the Stability-Plasticity Trade-off in Continual Learning from an Architectural Perspective
Summary pending...
Continual LearningIncremental Learning
ICML2025
Self-Consistency Preference Optimization
Summary pending...
Self-AlignmentUnsupervised and Semi-supervised ReasoningIterative Training
ICML2025
ProDiff: Prototype-Guided Diffusion for Minimal Information Trajectory Imputation
Summary pending...
Minimal Information Trajectory ImputationPrototype LearningDiffusion Model
ICML2025
Mixture of Experts Provably Detect and Learn the Latent Cluster Structure in Gradient-Based Learning
Summary pending...
Mixture of Expertsfeature learningsingle-index models
ICML2025
Text-to-CAD Generation Through Infusing Visual Feedback in Large Language Models
Summary pending...
Large Language ModelsComputer-aided DesignText-to-CAD Generation
ICML2025
Self-Disentanglement and Re-Composition for Cross-Domain Few-Shot Segmentation
Summary pending...
DisentanglementCompositionFew-shot
ICML2025
SAEBench: A Comprehensive Benchmark for Sparse Autoencoders in Language Model Interpretability
Summary pending...
Sparse autoencodersmechanistic interpretabilityevaluations
ICML2025
Expressive Power of Graph Neural Networks for (Mixed-Integer) Quadratic Programs
Summary pending...
Graph Neural NetworksQuadratic ProgrammingLearning to Optimize
ICML2025
Highly Compressed Tokenizer Can Generate Without Training
Summary pending...
image tokenizer1D tokenizerautoencoder
ICML2025
ResearchTown: Simulator of Human Research Community
Summary pending...
Multi-agent; Graph Neural Network; Large Language Model; Automatic Research
ICML2025
Geometric Algebra Planes: Convex Implicit Neural Volumes
Summary pending...
Volume representationtensor decompositionconvex optimization
ICML2025
Efficient ANN-SNN Conversion with Error Compensation Learning
Summary pending...
ANN-SNN ConversionDeep Spiking Neural Networkbrain-inspired computing
ICML2025
Pruning for GNNs: Lower Complexity with Comparable Expressiveness
Summary pending...
Graph Neural NetworkPruningExpressiveness
ICML2025
Maximum Coverage in Turnstile Streams with Applications to Fingerprinting Measures
Summary pending...
maximum coveragelinear sketchesturnstile streams
ICML2025
SAFER: A Calibrated Risk-Aware Multimodal Recommendation Model for Dynamic Treatment Regimes
Summary pending...
Dynamic Treatment RegimeMultimodalRisk-aware