Yaxin Du

Publication Activity (10 Years)

Years Active: 2023-2024
Publications (10 Years): 6

Top Topics

Active Learning

Document Retrieval

Top Venues

Publications

Rui Ye, Yaxin Du, Zhenyang Ni, Yanfeng Wang, Siheng Chen
Fake It Till Make It: Federated Learning with Consensus-Oriented Generation. ICLR (2024)
Wanru Zhao, Yaxin Du, Nicholas Donald Lane, Siheng Chen, Yanfeng Wang
Enhancing Data Quality in Federated Fine-Tuning of Foundation Models. CoRR (2024)
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)
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 (2024)
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 (2024)
Rui Ye, Yaxin Du, Zhenyang Ni, Siheng Chen, Yanfeng Wang
Fake It Till Make It: Federated Learning with Consensus-Oriented Generation. CoRR (2023)