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2020 – today
- 2025
[c6]Yaxin Du, Rui Ye, Fengting Yuchi, Wanru Zhao, Jingjing Qu, Yanfeng Wang, Siheng Chen:
FedDQC: Data Quality Control in Federated Instruction-tuning of Large Language Models. ACL (Findings) 2025: 15267-15291- [c5]Yue Hu, Yuzhu Cai, Yaxin Du, Xinyu Zhu, Xiangrui Liu, Zijie Yu, Yuchen Hou, Shuo Tang, Siheng Chen:
Self-Evolving Multi-Agent Collaboration Networks for Software Development. ICLR 2025 - [c4]Rui Ye, Shuo Tang, Rui Ge, Yaxin Du, Zhenfei Yin, Siheng Chen, Jing Shao:
MAS-GPT: Training LLMs to Build LLM-based Multi-Agent Systems. ICML 2025 - [i14]Rui Ye, Shuo Tang, Rui Ge, Yaxin Du, Zhenfei Yin, Siheng Chen, Jing Shao:
MAS-GPT: Training LLMs to Build LLM-based Multi-Agent Systems. CoRR abs/2503.03686 (2025) - [i13]Menglan Chen, Xianghe Pang, Jingjing Dong, WenHao Wang, Yaxin Du, Siheng Chen:
VLMGuard-R1: Proactive Safety Alignment for VLMs via Reasoning-Driven Prompt Optimization. CoRR abs/2504.12661 (2025) - [i12]Yaxin Du, Yuzhu Cai, Yifan Zhou, Cheng Wang, Yu Qian, Xianghe Pang, Qian Liu, Yue Hu, Siheng Chen:
SWE-Dev: Evaluating and Training Autonomous Feature-Driven Software Development. CoRR abs/2505.16975 (2025) - [i11]Xianghe Pang, Shuo Tang, Rui Ye, Yuwen Du, Yaxin Du, Siheng Chen:
BrowseMaster: Towards Scalable Web Browsing via Tool-Augmented Programmatic Agent Pair. CoRR abs/2508.09129 (2025) - [i10]Yaxin Du, Yuanshuo Zhang, Xiyuan Yang, Yifan Zhou, Cheng Wang, Gongyi Zou, Xianghe Pang, Wenhao Wang, Menglan Chen, Shuo Tang, Zhiyu Li, Feiyu Xiong, Siheng Chen:
InfoMosaic-Bench: Evaluating Multi-Source Information Seeking in Tool-Augmented Agents. CoRR abs/2510.02271 (2025) - [i9]Wenhao Wang, Peizhi Niu, Zhao Xu, Zhaoyu Chen, Jian Du, Yaxin Du, Xianghe Pang, Keduan Huang, Yanfeng Wang, Qiang Yan, Siheng Chen:
MCP-Flow: Facilitating LLM Agents to Master Real-World, Diverse and Scaling MCP Tools. CoRR abs/2510.24284 (2025) - [i8]Pingjie Wang, Hongcheng Liu, Yusheng Liao, Ziqing Fan, Yaxin Du, Shuo Tang, Yanfeng Wang, Yu Wang:
Selecting Auxiliary Data via Neural Tangent Kernels for Low-Resource Domains. CoRR abs/2511.07380 (2025) - 2024
- [c3]Rui Ye, Yaxin Du, Zhenyang Ni, Yanfeng Wang, Siheng Chen:
Fake It Till Make It: Federated Learning with Consensus-Oriented Generation. ICLR 2024 - [c2]Rui Ye
, Wenhao Wang, Jingyi Chai, Dihan Li, Zexi Li, Yinda Xu, Yaxin Du, Yanfeng Wang, Siheng Chen:
OpenFedLLM: Training Large Language Models on Decentralized Private Data via Federated Learning. KDD 2024: 6137-6147 - [c1]Rui Ye, Rui Ge, Xinyu Zhu, Jingyi Chai, Yaxin Du, Yang Liu, Yanfeng Wang, Siheng Chen:
FedLLM-Bench: Realistic Benchmarks for Federated Learning of Large Language Models. NeurIPS 2024 - [i7]Rui Ye, Wenhao Wang, Jingyi Chai, Dihan Li, Zexi Li, Yinda Xu, Yaxin Du, Yanfeng Wang, Siheng Chen:
OpenFedLLM: Training Large Language Models on Decentralized Private Data via Federated Learning. CoRR abs/2402.06954 (2024) - [i6]Wanru Zhao, Yaxin Du, Nicholas Donald Lane, Siheng Chen, Yanfeng Wang:
Enhancing Data Quality in Federated Fine-Tuning of Foundation Models. CoRR abs/2403.04529 (2024) - [i5]Rui Ye, Rui Ge, Xinyu Zhu, Jingyi Chai, Yaxin Du, Yang Liu, Yanfeng Wang, Siheng Chen:
FedLLM-Bench: Realistic Benchmarks for Federated Learning of Large Language Models. CoRR abs/2406.04845 (2024) - [i4]Zezhou Wang, Yaxin Du, Zhuzhong Qian, Siheng Chen:
Federated Instruction Tuning of LLMs with Domain Coverage Augmentation. CoRR abs/2409.20135 (2024) - [i3]Yaxin Du, Rui Ye, Yuchi Fengting, Wanru Zhao, Jingjing Qu, Yanfeng Wang, Siheng Chen:
Data Quality Control in Federated Instruction-tuning of Large Language Models. CoRR abs/2410.11540 (2024) - [i2]Yue Hu, Yuzhu Cai, Yaxin Du, Xinyu Zhu, Xiangrui Liu, Zijie Yu, Yuchen Hou, Shuo Tang, Siheng Chen:
Self-Evolving Multi-Agent Collaboration Networks for Software Development. CoRR abs/2410.16946 (2024) - 2023
- [i1]Rui Ye, Yaxin Du, Zhenyang Ni, Siheng Chen, Yanfeng Wang:
Fake It Till Make It: Federated Learning with Consensus-Oriented Generation. CoRR abs/2312.05966 (2023)
Coauthor Index
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