FedLLM-Bench: Realistic Benchmarks for Federated Learning of Large Language Models. - Rui Ye 001; Rui Ge 008; Xinyu Zhu; Jingyi Chai; Yaxin Du; Yang Liu; Yanfeng Wang 001; Siheng Chen (NeurIPS, 2024)

Leveraging Unstructured Text Data for Federated Instruction Tuning of Large Language Models. - Rui Ye 001; Rui Ge 008; Yuchi Fengting; Jingyi Chai; Yanfeng Wang 001; Siheng Chen (CoRR, 2024)

MAS-GPT: Training LLMs to Build LLM-based Multi-Agent Systems. - Rui Ye 001; Shuo Tang; Rui Ge 008; Yaxin Du; Zhenfei Yin; Siheng Chen; Jing Shao (CoRR, 2025)

Scaling Speculative Decoding with Lookahead Reasoning. - Yichao Fu; Rui Ge 008; Zelei Shao; Zhijie Deng; Hao Zhang (CoRR, 2025)