← authors · overview

• FederatedScope-LLM: A Comprehensive Package for Fine-tuning Large Language Models in Federated Learning
  2023 · 9 citations
• FS-Real: Towards Real-World Cross-Device Federated Learning
  2023 · 1 citations
• Trinity-RFT: A General-Purpose and Unified Framework for Reinforcement Fine-Tuning of Large Language Models
  2025
• R$^3$L: Reflect-then-Retry Reinforcement Learning with Language-Guided Exploration, Pivotal Credit, and Positive Amplification
  2026
• Grounded in Reality: Learning and Deploying Proactive LLM from Offline Logs
  2025
• Group-Relative REINFORCE Is Secretly an Off-Policy Algorithm: Demystifying Some Myths About GRPO and Its Friends
  2025
• Trinity-RFT: A General-Purpose and Unified Framework for Reinforcement Fine-Tuning of Large Language Models
  2025
• A Simple and Provable Scaling Law for the Test-Time Compute of Large Language Models
  2024