Fake It Till Make It: Federated Learning with Consensus-Oriented Generation. - Rui Ye 001; Yaxin Du; Zhenyang Ni; Yanfeng Wang 001; Siheng Chen (ICLR, 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)

Enhancing Data Quality in Federated Fine-Tuning of Foundation Models. - Wanru Zhao; Yaxin Du; Nicholas Donald Lane; Siheng Chen; Yanfeng Wang 001 (CoRR, 2024)

Federated Instruction Tuning of LLMs with Domain Coverage Augmentation. - Zezhou Wang; Yaxin Du; Zhuzhong Qian; Siheng Chen (CoRR, 2024)

Data Quality Control in Federated Instruction-tuning of Large Language Models. - Yaxin Du; Rui Ye 001; Yuchi Fengting; Wanru Zhao; Jingjing Qu; Yanfeng Wang 001; Siheng Chen (CoRR, 2024)

FedDQC: Data Quality Control in Federated Instruction-tuning of Large Language Models. - Yaxin Du; Rui Ye 001; Fengting Yuchi; Wanru Zhao; Jingjing Qu; Yanfeng Wang 001; Siheng Chen (ACL (Findings), 2025)

Self-Evolving Multi-Agent Collaboration Networks for Software Development. - Yue Hu; Yuzhu Cai; Yaxin Du; Xinyu Zhu; Xiangrui Liu; Zijie Yu; Yuchen Hou; Shuo Tang; Siheng Chen (ICLR, 2025)

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)

VLMGuard-R1: Proactive Safety Alignment for VLMs via Reasoning-Driven Prompt Optimization. - Menglan Chen; Xianghe Pang; Jingjing Dong; WenHao Wang; Yaxin Du; Siheng Chen (CoRR, 2025)

SWE-Dev: Evaluating and Training Autonomous Feature-Driven Software Development. - Yaxin Du; Yuzhu Cai; Yifan Zhou; Cheng Wang; Yu Qian; Xianghe Pang; Qian Liu; Yue Hu; Siheng Chen (CoRR, 2025)

BrowseMaster: Towards Scalable Web Browsing via Tool-Augmented Programmatic Agent Pair. - Xianghe Pang; Shuo Tang; Rui Ye 001; Yuwen Du; Yaxin Du; Siheng Chen (CoRR, 2025)