I am a fourth year Ph.D. student in JHU ECE. I am fortunate to be advised by Prof. Laixi Shi!
My research focuses on algorithm–system co-design for efficient and trustworthy machine learning systems.
My current interests center on self-evolving agent systems (single- and multi-agent) that learn and adapt through interaction and feedback via reinforcement learning and in-context learning.
Actively seeking research internship opportunities!
The Map Is Not the Territory: Embedding-Coverage Blacklists for Safe Diffusion Steering Juyang Bai, Tong Zhou, Shaolei Ren, Xiaolin Xu
ECCV, 2026
[Website] [Paper] [Code]