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Papers
am-ELO: A Stable Framework for Arena-based LLM Evaluation
ICML 2025
Archetypal SAE: Adaptive and Stable Dictionary Learning for Concept Extraction in Large Vision Models
ICML 2025
Large Continual Instruction Assistant
ICML 2025
RAGGED: Towards Informed Design of Scalable and Stable RAG Systems
ICML 2025
Self-Consuming Generative Models with Adversarially Curated Data
ICML 2025
Stability and Generalization Analysis of Decentralized SGD: Sharper Bounds Beyond Lipschitzness and Smoothness
ICML 2025
Stability and Generalization Capability of Subgraph Reasoning Models for Inductive Knowledge Graph Completion
ICML 2025
Test-Time Adaptation for Online Vision-Language Navigation with Feedback-based Reinforcement Learning
ICML 2025
Differentially Private Worst-group Risk Minimization
ICML 2024
How Spurious Features are Memorized: Precise Analysis for Random and NTK Features
ICML 2024
Inherent Trade-Offs between Diversity and Stability in Multi-Task Benchmarks
ICML 2024
Position: Graph Foundation Models Are Already Here
ICML 2024
Regularizing with Pseudo-Negatives for Continual Self-Supervised Learning
ICML 2024
A Stability-based Validation Procedure for Differentially Private Machine Learning
NeurIPS 2013