Biography
I am an incoming Ph.D. student this fall in the University of Maryland, College Park (UMD). I received my bachelor’s degree from Wuhan University, School of Cyber Science and Engineering. I’m working as a research intern in Prof. Qian Wang’s NIS&P lab in Wuhan University (WHU). I’m also a research intern in Univerity of California, Irvine (UCI) this summer, advised by Prof. Yanning Shen and Dr. Ruijie Du.
My research interests include AI security, privacy/adversarial ML (backdoor, data poisoning) and computer vision (vision transformers, interpretability).
Interests
- AI Security and Privacy
- Computer Vision
- Adversarial ML
Education
BSc in Cyber Science and Engineering, 2020-2024
Wuhan University
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Publications
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(2024).
FairViT: Fair Vision Transformer via Adaptive Masking.
In European Conference on Computer Vision (ECCV).
(2024).
SDE: Early Screening for Dry Eye Disease with Wireless Signals.
In The Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (Ubicomp/IMWUT).
(2023).
An Effective and Resilient Backdoor Attack Framework against Deep Neural Networks and Vision Transformers.
Submitted to TDSC.
(2023).
MEGATRON: Backdooring Vision Transformers with Invisible Triggers.
Under review.
Experience
Research Intern
University of California, Irvine
Guided by Prof. Yanning Shen and Dr. Ruijie Du in UCI Shen’s Lab.
Research Intern
Wuhan University
Guided by Prof. Qian Wang in NIS&P Lab.
Contact
- btian1@umd.edu
- +86 13677130812
- 1000 Hilltop Cir, College Park, Maryland (MD) 20742
- Zoom Me