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

Google Scholar

DBLP

Semantic Scholar

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

Siheng Chen

2024 – 2029

Expertise

Large language models

2024 – Present

Federated Learning

2020 – 2024

Publications

Towards Self-Evolving Agentic Literature Retrieval
Yuwen Du, Tian Jin, Jing Kang, Xianghe Pang, Jingyi Chai, Tingjia Miao, Fenyi Liu, WenHao Wang, Sikai yao, Yuzhi Zhang, Siheng Chen
- ICML2026-AI4Science Poster
- Readers: Everyone
Automating cognitive distillation for expert-level scientific literature synthesis
Jingyi Chai, Xiangrui Liu, Yanbo Han, Yuwen Du, Tian Jin, Yuzhi Zhang, Linfeng Zhang, Siheng Chen
- ICML2026-AI4Science Oral
- Readers: Everyone
EvoMaster: A Foundational Evolving Agent Framework for Agentic Science at Scale
Xinyu Zhu, Yuzhu Cai, Zexi Liu, Cheng Wang, Fengyang Li, Wenkai Jin, Wanxu Liu, Zehao Bing, Bingyang Zheng, Jingyi Chai, Shuo Tang, Rui Ye, Yuwen Du, Xianghe Pang, Yaxin Du, Tingjia Miao, Yuzhi Zhang, Ruoxue Liao, ding zhaohan, Linfeng Zhang et al. (3 additional authors not shown)
- ICML2026-AI4Science Poster
- Readers: Everyone
EvoMaster: A Foundational Evolving Agent Framework for Agentic Science at Scale
Xinyu Zhu, Yuzhu Cai, Zexi Liu, Cheng Wang, Fengyang Li, Wenkai Jin, Wanxu Liu, Zehao Bing, Bingyang Zheng, Jingyi Chai, Shuo Tang, Rui Ye, Yuwen Du, Xianghe Pang, Yaxin Du, Tingjia Miao, Yuzhi Zhang, Ruoxue Liao, Zhaohan Ding, Linfeng Zhang et al. (3 additional authors not shown)
- CoRR 2026
- Readers: Everyone
Bohrium + SciMaster: Building the Infrastructure and Ecosystem for Agentic Science at Scale
Linfeng Zhang, Siheng Chen, Yuzhu Cai, Jingyi Chai, Junhan Chang, Kun Chen, Zhi X. Chen, Zhaohan Ding, Yuwen Du, Yuanpeng Gao, Yuan Gao, Jing Gao, Zhifeng Gao, Qiangqiang Gu, Yanhui Hong, Yuan Huang, Xi Fang, Xiaohong Ji, Guolin Ke, Zixing Lei et al. (29 additional authors not shown)
- CoRR 2025
- Readers: Everyone
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
SciMaster: Towards General-Purpose Scientific AI Agents, Part I. X-Master as Foundation: Can We Lead on Humanity's Last Exam?
Jingyi Chai, Shuo Tang, Rui Ye, Yuwen Du, Xinyu Zhu, Mengcheng Zhou, Yanfeng Wang, Weinan E, Yuzhi Zhang, Linfeng Zhang, Siheng Chen
- CoRR 2025
- Readers: Everyone
Incentivizing Inclusive Contributions in Model Sharing Markets
Enpei Zhang, Jingyi Chai, Rui Ye, Yanfeng Wang, Siheng Chen
- CoRR 2025
- Readers: Everyone
ML-Agent: Reinforcing LLM Agents for Autonomous Machine Learning Engineering
Zexi Liu, Jingyi Chai, Xinyu Zhu, Shuo Tang, Rui Ye, Bolun Zhang, Lei Bai, Siheng Chen
- CoRR 2025
- 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
- Readers: Everyone

View all 32 publications

Co-Authors

Bingbing Ni
Bingyang Wu
Bingyang Zheng
Bo Zhang
Bolun Zhang
Chen Xie
Cheng Wang
Dihan Li
Duo Zhang
Enpei Zhang
Fengting Yuchi
Fengyang Li
Fenyi Liu
Guolin Ke
Hang Lin
Hang Zheng
Haohui Que
Hui Zhou
Jiaao Chen
Jiahui Zhang
Jing Gao
Jing Kang
Jing Shao
Jintan Lu
Jinzhe Zeng

View all 94 co-authors