Xilin Dang

I am an upcoming Ph.D. student at Computer Science and Engineering from The Chinese University of Hong Kong, supervised by Prof. HENG Pheng-Ann. Previously, I received my B.Eng. degree in Computer Science and Technology in Jinan University, supervised by Prof. Ke Wang and Prof. Zhen Zhang.

My research interests cover Medical Computer Vision and Deep Learning. I was an ACMer and have received a Bronze Medal in ICPC and a Silver Medal in CCPC.

Email  /  Codeforces  /  Github

I'm interested in computer vision, deep learning and their applications in healthcare.

This paper proposes a new robustness quantitative measurement scheme from a macroscopic perspective, modeling CNN as graph and using complex system theory.

Inspired by the principle of human vision, this paper proposes a defense method based on an attentional mechanism for traffic sign adversarial samples.