Yaxin Du

According to our database, Yaxin Du authored at least 4 papers in 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

FedLLM-Bench: Realistic Benchmarks for Federated Learning of Large Language Models.

Rui Ye, Rui Ge, Xinyu Zhu, Jingyi Chai, Yaxin Du, Yang Liu, Yanfeng Wang, Siheng Chen

CoRR, 2024

Enhancing Data Quality in Federated Fine-Tuning of Foundation Models.

Wanru Zhao, Yaxin Du, Nicholas Donald Lane, Siheng Chen, Yanfeng Wang

CoRR, 2024

OpenFedLLM: Training Large Language Models on Decentralized Private Data via Federated Learning.

Rui Ye, Wenhao Wang, Jingyi Chai, Dihan Li, Zexi Li, Yinda Xu, Yaxin Du, Yanfeng Wang, Siheng Chen

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

Fake It Till Make It: Federated Learning with Consensus-Oriented Generation.

Rui Ye, Yaxin Du, Zhenyang Ni, Yanfeng Wang, Siheng Chen

Proceedings of the Twelfth International Conference on Learning Representations, 2024