Papers
12094 papers
ICML2025
Autoformulation of Mathematical Optimization Models Using LLMs
Summary pending...
Large Language Modelsoptimization modelingautoformulation
ICML2025
De-AntiFake: Rethinking the Protective Perturbations Against Voice Cloning Attacks
Summary pending...
Adversarial PurificationSpeech SynthesisDeepFake Defense
ICML2025
Quantifying Memory Utilization with Effective State-Size
Summary pending...
model analysisinterpretabilitylinear systems
ICML2025
Video Prediction Policy: A Generalist Robot Policy with Predictive Visual Representations
Summary pending...
Robot policy learningdiffusion modelinverse dynamics model
ICML2025
Preference Adaptive and Sequential Text-to-Image Generation
Summary pending...
text-to-image generationreinforcement learningdiffusion models
ICML2025
Hierarchical Masked Autoregressive Models with Low-Resolution Token Pivots
Summary pending...
Masked Autoregressive ModelsImage Generation
ICML2025
Alpha-SQL: Zero-Shot Text-to-SQL using Monte Carlo Tree Search
Summary pending...
Text-to-SQLDatabasesLLMs
ICML2025
Reinforcement Learning with Random Time Horizons
Summary pending...
reinforcement learningpolicy gradient theoremrandom stopping times
ICML2025
Zero-Shot Offline Imitation Learning via Optimal Transport
Summary pending...
Imitation LearningDeep Reinforcement LearningOptimal Transport
ICML2025
Mechanistic PDE Networks for Discovery of Governing Equations
Summary pending...
Differential equationsdiscovery and inverse problemsAI for science
ICML2025
Latent Variable Causal Discovery under Selection Bias
Summary pending...
causal discoverylatent variablesselection bias
ICML2025
Peri-LN: Revisiting Normalization Layer in the Transformer Architecture
Summary pending...
layer normalizationtransformersarchitecture
ICML2025
CASE-Bench: Context-Aware SafEty Benchmark for Large Language Models
Summary pending...
safetybenchmarkcontext
ICML2025
Imagine While Reasoning in Space: Multimodal Visualization-of-Thought
Summary pending...
Multimodal Large Language ModelsSpatial Reasoning
ICML2025
On Expressive Power of Looped Transformers: Theoretical Analysis and Enhancement via Timestep Encoding
Summary pending...
TransformerLooped TransformerExpressive power
ICML2025
EAGLES: Towards Effective, Efficient, and Economical Federated Graph Learning via Unified Sparsification
Summary pending...
Federated LearningGraph LearningSparsification
ICML2025
On the Private Estimation of Smooth Transport Maps
Summary pending...
Differential PrivacyOptimal TransportStatistics
ICML2025
Structure Is All You Need: Structural Representation Learning on Hyper-Relational Knowledge Graphs
Summary pending...
Hyper-Relational Knowledge GraphKnowledge Graph Representation LearningKnowledge Graph Completion
ICML2025
Enhancing Visual Localization with Cross-Domain Image Generation
Summary pending...
Cross-Domain Visual Localization; Image Generation; 3D Gaussian Splatting; Image Editing
ICML2025
Learning Efficient Robotic Garment Manipulation with Standardization
Summary pending...
Deformable Object Manipulation，Bimanual Manipulation，Self-supervised learning