Papers
12094 papers
ICML2025
Black-Box Adversarial Attacks on LLM-Based Code Completion
Summary pending...
code completionsecuritycode security
ICML2025
Securing Equal Share: A Principled Approach for Learning Multiplayer Symmetric Games
Summary pending...
Multiplayer symmetric games; Securing Equal Share
ICML2025
Diagonal Symmetrization of Neural Network Solvers for the Many-Electron Schrödinger Equation
Summary pending...
quantum Monte Carloab initio methodsSchrodinger equation
ICML2025
Right Now, Wrong Then: Non-Stationary Direct Preference Optimization under Preference Drift
Summary pending...
LLMfine-tuningDPO
ICML2025
Incentivize without Bonus: Provably Efficient Model-based Online Multi-agent RL for Markov Games
Summary pending...
MARL theory
ICML2025
Learning from others' mistakes: Finetuning machine translation models with span-level error annotations
Summary pending...
machine translationfine-grained annotationsmultidimensional quality metrics
ICML2025
Primal-Dual Neural Algorithmic Reasoning
Summary pending...
Neural algorithmic reasoninggraph neural networks
ICML2025
Validating Mechanistic Interpretations: An Axiomatic Approach
Summary pending...
mechanistic interpretabilityaxiomatic approach
ICML2025
A Certified Unlearning Approach without Access to Source Data
Summary pending...
Certified machine unlearningprivacysurrogate data
ICML2025
Adaptive Flow Matching for Resolving Small-Scale Physics
Summary pending...
flow matchingdiffusion modelsweather downscaling
ICML2025
A Versatile Influence Function for Data Attribution with Non-Decomposable Loss
Summary pending...
influence functiondata attribution
ICML2025
NMA-tune: Generating Highly Designable and Dynamics Aware Protein Backbones
Summary pending...
generative modelsdiffusion modelsprotein design
ICML2025
Scaling Value Iteration Networks to 5000 Layers for Extreme Long-Term Planning
Summary pending...
Value Iteration NetworksLong-term PlanningReinforcement Learning
ICML2025
Constant Stepsize Local GD for Logistic Regression: Acceleration by Instability
Summary pending...
distributed optimizationconvex optimizationlogistic regression
ICML2025
A Checks-and-Balances Framework for Context-Aware Ethical AI Alignment
Summary pending...
AI safetyethical alignmentchecks-and-balances
ICML2025
The Impact of On-Policy Parallelized Data Collection on Deep Reinforcement Learning Networks
Summary pending...
Reinforcement learningdeep RLPPO
ICML2025
MASS: Mathematical Data Selection via Skill Graphs for Pretraining Large Language Models
Summary pending...
Large language modelsData selectionPre-training
ICML2025
Direct Prediction Set Minimization via Bilevel Conformal Classifier Training
Summary pending...
conformal predictionuncertainty quantificationdeep classifiers
ICML2025
Feature learning from non-Gaussian inputs: the case of Independent Component Analysis in high dimensions
Summary pending...
independent component analysisstochastic gradient descentFastICA
ICML2025
Armijo Line-search Can Make (Stochastic) Gradient Descent Provably Faster
Summary pending...
Armijo line-search(Stochastic) Gradient descentConvergence rates