Scholar
Xiao Yang
Google Scholar ID: bwkwp0MAAAAJ
Tsinghua University
Citations & Impact
Citations
6,292
H-index
33
i10-index
51
Publications
20
Co-authors
9
list available
Publications
Resume (English only)
Academic Achievements
- Our project 'AI Adversarial Glasses' completed all challenges on commercial face recognition APIs and got into the G-TOP Annual Geek List (<1%) in the GeekPwn competition (October 24th, 2021).
- Our team (Xiao Yang, Yichi Zhang, Shilong Liu) won the second place (2/1599) in the CVPR 2021 Security AI Challenger Unrestricted Adversarial Attacks on ImageNet (June 2021).
- Our team (Xiao Yang, Dingcheng Yang, Shilong Liu, Zihao Xiao, Yinpeng Dong) won the first place in the GeekPwn DeepFake competition (October 24th, 2020).
- Our team (Shuyu Cheng, Dingcheng Yang, Xiao Yang, Yinpeng Dong) won the first place in the GeekPwn CAAD CTF competition (October 24th, 2019).
- Our team (Xiao Yang, Zihao Xiao, Yinpeng Dong) won the first place in the GeekPwn CAAD Adversarial Patch competition (October 24th, 2019).
- Published multiple papers, such as 'MultiTrust: A Comprehensive Benchmark Towards Trustworthy Multimodal Large Language Models', 'GuardT2I: Defending Text-to-Image Models from Adversarial Prompts', etc.
Research Experience
- Was a research intern at Tencent AI Lab from June 2018 to April 2019, collaborating with Dr. Zhifeng Li and Dr. Wenhan Luo.
Education
- Received Ph.D. degree from the Department of Computer Science and Technology, Tsinghua University in June 2023, advised by Prof. Jun Zhu.
Background
- Research interests include deep learning and adversarial robustness in machine learning.
