USR: Unsupervised Separated 3D Garment and Human Reconstruction via Geometry and Semantic Consistency. - Yue Shi; Yuxuan Xiong; Jingyi Chai; Bingbing Ni; Wenjun Zhang 001 (CoRR, 2023)

Federated Learning Empowered by Generative Content. - Rui Ye 001; Xinyu Zhu; Jingyi Chai; Siheng Chen; Yanfeng Wang 001 (CoRR, 2023)

KnowledgeSG: Privacy-Preserving Synthetic Text Generation with Knowledge Distillation from Server. - Wenhao Wang 002; Xiaoyu Liang; Rui Ye 001; Jingyi Chai; Siheng Chen; Yanfeng Wang 001 (EMNLP, 2024)

OpenFedLLM: Training Large Language Models on Decentralized Private Data via Federated Learning. - Rui Ye 001; Wenhao Wang 002; Jingyi Chai; Dihan Li; Zexi Li; Yinda Xu; Yaxin Du; Yanfeng Wang 001; Siheng Chen (KDD, 2024)

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)

Are We There Yet? Revealing the Risks of Utilizing Large Language Models in Scholarly Peer Review. - Rui Ye 001; Xianghe Pang; Jingyi Chai; Jiaao Chen; Zhenfei Yin; Zhen Xiang; Xiaowen Dong 001; Jing Shao; Siheng Chen (CoRR, 2024)

Emerging Safety Attack and Defense in Federated Instruction Tuning of Large Language Models. - Rui Ye 001; Jingyi Chai; Xiangrui Liu; Yaodong Yang 001; Yanfeng Wang 001; Siheng Chen (ICLR, 2025)

Incentivizing Inclusive Contributions in Model Sharing Markets. - Enpei Zhang; Jingyi Chai; Rui Ye 001; Yanfeng Wang 001; Siheng Chen (CoRR, 2025)

ML-Agent: Reinforcing LLM Agents for Autonomous Machine Learning Engineering. - Zexi Liu; Jingyi Chai; Xinyu Zhu; Shuo Tang; Rui Ye 001; Bolun Zhang; Lei Bai 001; Siheng Chen (CoRR, 2025)

SciMaster: Towards General-Purpose Scientific AI Agents, Part I. X-Master as Foundation: Can We Lead on Humanity's Last Exam? - Jingyi Chai; Shuo Tang; Rui Ye 001; Yuwen Du; Xinyu Zhu; Mengcheng Zhou; Yanfeng Wang 001; Weinan E; Yuzhi Zhang; Linfeng Zhang 002; Siheng Chen (CoRR, 2025)