Baicheng Chen / 陈柏成
About
Hi! I am Baicheng (Danny) Chen, a third-year undergraduate student majoring in Computer Science and Engineering (CSE) at the Chinese University of Hong Kong, Shenzhen.
My research interests lie in the intersection of Trustworthy AI and Computer Security, focusing on the dual challenge of ensuring AI security while leveraging it for specialized security applications. Currently, I am working on Agentic AI security and the application of agent in cryptography.
I am fortunate to be advised by Prof. Baoyuan Wu at CUHK-Shenzhen. And I am also grateful to collaborate with Prof. Tianxing He (IIIS, THU) and Prof. Tianhao Wang (UVA).
Currently, I am actively seeking for PhD positions (2027 Fall) and internship opportunities in the field of Trustworthy AI. If you are interested in my research and would like to chat with me further, please email me.
I am also open to any kind of collaborations and discussions, please feel free to reach out to me.
🔥 News
Selected Publications
Only some of my papers are listed. See more on the Papers page or Google Scholar.
(* indicates equal contribution)
Baicheng Chen*, Yu Wang*, Ziheng Zhou*, Xiangru Liu, Juanru Li, Yilei Chen, Tianxing He
CREBench: Evaluating Large Language Models in Cryptographic Binary Reverse Engineering
COLM 2026
A benchmark to evaluate LLMs' capabilities in cryptographic binary reverse engineering.
Baicheng Chen*, Mingda Zhang*, Min Zhang, Haizhou Li, Baoyuan Wu
AdapAction: Adaptive Target Action Backdoor Attack against GUI Agents
CVPR 2026
A novel backdoor attack against LLM-based GUI agents.
Experiences
The Chinese University of Hong Kong, Shenzhen
Undergraduate Student
GPA: 3.82/4.0
University of California, Berkeley
Visiting Student
GPA: 4.0/4.0