Shen Dong
Portrait
Logo Ph.D. in Computer Science @ MSU

I'm a Ph.D. student in Computer Science at Michigan State University. I received my bachelor's degree from University of Science and Technology of China (USTC, 中国科学技术大学), School of Mathematics.

I study World Models and Physics-informed Deep Learning. Previously, I was into LLM agents.

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Education
  • Michigan State University
    Michigan State University
    Department of Computer Science
    Ph.D.
    Sep. 2024 - present
  • University of Science and Technology of China
    University of Science and Technology of China
    Information and Computation Science, School of Mathematics.
    B.S.
    Sep. 2020 - Jun. 2024
Honors & Awards
  • NeurIPS Travel Awards
    2025
  • USTC Bronze Scholarship
    2020-2021
News
2026
Our work "PEAR" has been accepted to EACL 2026!
Jan 04
2025
Our work "MINJA" has been accepted to NeurIPS 2025!
Sep 18
Our work "Red-teaming llm multi-agent systems via communication attacks" has been accepted to ACL 2025!
Feb 20
Selected Publications (view all )
Red-teaming LLM Multi-agent Systems via Communication Attacks
Red-teaming LLM Multi-agent Systems via Communication Attacks

Pengfei He, Yupin Lin, Shen Dong, Han Xu, Yue Xing, Hui Liu

Association for Computational Linguistics (ACL) 2025

[Paper]

Red-teaming LLM Multi-agent Systems via Communication Attacks

Pengfei He, Yupin Lin, Shen Dong, Han Xu, Yue Xing, Hui Liu

Association for Computational Linguistics (ACL) 2025

[Paper]

Memory Injection Attacks on LLM Agents via Query-Only Interaction
Memory Injection Attacks on LLM Agents via Query-Only Interaction

Shen Dong*, Shaochen Xu*, Pengfei He, Yige Li, Jiliang Tang, Tianming Liu, Hui Liu, Zhen Xiang (* equal contribution)

Neural Information Processing Systems (NeurIPS) 2025

[Code] [Paper]

Memory Injection Attacks on LLM Agents via Query-Only Interaction

Shen Dong*, Shaochen Xu*, Pengfei He, Yige Li, Jiliang Tang, Tianming Liu, Hui Liu, Zhen Xiang (* equal contribution)

Neural Information Processing Systems (NeurIPS) 2025

[Code] [Paper]

All publications