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• Faster Non-Convex Federated Learning via Global and Local Momentum
  2020 · 10 citations
• Nearly Horizon-Free Offline Reinforcement Learning
  2021 · 6 citations
• DataComp-LM: In search of the next generation of training sets for language models
  2024 · 3 citations
• Latent Variable Representation for Reinforcement Learning
  2022 · 1 citations
• Test-Time Speculation
  2026
• Entropy Aware Reward Guidance for Diffusion Language Model Alignment
  2026
• MURPHY: Feedback-Aware GRPO with Retrospective Credit Assignment for Multi-Turn Code Generation
  2025
• HiSpec: Hierarchical Speculative Decoding for LLMs
  2025
• InfoPO: On Mutual Information Maximization for Large Language Model Alignment
  2025
• On the Convergence of Differentially Private Federated Learning on Non-Lipschitz Objectives, and with Normalized Client Updates
  2021
• When Attention Collapses: How Degenerate Layers in LLMs Enable Smaller, Stronger Models
  2024
• Pre-training Small Base LMs with Fewer Tokens
  2024