Jingyi Chai

PhD student, Information and Communication Engineering, Shanghai Jiaotong University

Joined

March 2023

Names

Jingyi Chai (Preferred)

Emails

****@sjtu.edu.cn (Confirmed)

Personal Links

Career & Education History

PhD student

Information and Communication Engineering, Shanghai Jiaotong University (sjtu.edu.cn)

2024 – Present

Undergrad student

Information Engineering, Shanghai Jiaotong University (sjtu.edu.cn)

2020 – 2024

Advisors, Relations & Conflicts

PhD Advisor

2024 – 2029

Expertise

Large language models

2024 – Present

Federated Learning

2020 – 2024

Publications

ML-Agent: Reinforcing LLM Agents for Autonomous Machine Learning Engineering
Zexi Liu, Jingyi Chai, Xinyu Zhu, Shuo Tang, Rui Ye, Weiyu Ma, Bo Zhang, LEI BAI, Siheng Chen
- Submitted to ICLR 2026
- Readers: Everyone
Emerging Safety Attack and Defense in Federated Instruction Tuning of Large Language Models
Rui Ye, Jingyi Chai, Xiangrui Liu, Yaodong Yang, Yanfeng Wang, Siheng Chen
- ICLR 2025 Poster
- Readers: Everyone
Federated Learning with Generative Content
Rui Ye, Xinyu Zhu, Jingyi Chai, Lingjuan Lyu, Chen Xie, Yanfeng Wang, Siheng Chen
- FL@FM-NeurIPS'24 Oral
- Readers: Everyone
Emerging Safety Attack and Defense in Federated Instruction Tuning of Large Language Models
Rui Ye, Jingyi Chai, Xiangrui Liu, Yaodong Yang, Yanfeng Wang, Siheng Chen
- FL@FM-NeurIPS'24 Oral
- Readers: Everyone
Leveraging Unstructured Text Data for Federated Instruction Tuning of Large Language Models
Rui Ye, Rui Ge, Fengting Yuchi, Jingyi Chai, Yanfeng Wang, Siheng Chen
- FL@FM-NeurIPS'24 Oral
- Readers: Everyone
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
- NeurIPS 2024 Track Datasets and Benchmarks Poster
- Readers: Everyone
Incentivizing Inclusive Data Contributions in Personalized Federated Learning
Enpei Zhang, Jingyi Chai, Rui Ye, Yanfeng Wang, Siheng Chen
- ICLR 2024 AGI Workshop Poster
- Readers: Everyone
Incentivizing Inclusive Data Contributions in Personalized Federated Learning
Enpei Zhang, Jingyi Chai, Rui Ye, Yanfeng Wang, Siheng Chen
- DPFM 2024 Poster
- Readers: Everyone
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
- ICLR 2024 AGI Workshop Poster
- Readers: Everyone
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
- DPFM 2024 Poster
- Readers: Everyone

View all 16 publications

Co-Authors