Biography

I received my B.Eng. degree from Yingcai Honor College of University of Electronic Science and Technology of China in 2019. I am now pursuing my Ph.D degree under the supervision Prof. Quanshi Zhang at John Hopcroft Center for Computer Science of Shanghai Jiao Tong University.

Research Interests

My research interests include topics in machine learning and computer vision. Most recently, I am interested in Explainable deep learning.

Publication

• A Unified Approach to Interpreting and Boosting Adversarial Transferability [pdf] [code]
  Xin Wang*, Jie Ren*, Shuyun Lin, Xiangming Zhu, Yisen Wang, and Quanshi Zhang
  ICLR, 2021
• Interpretable CNNs for Object Classification [pdf][code] [Pytorch code]
  Quanshi Zhang, Xin Wang, Ying Nian Wu, Huilin Zhou, and Song-Chun Zhu
  IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020
• Extraction of an Explanatory Graph to Interpret a CNN [pdf] [code]
  Quanshi Zhang, Xin Wang, Ruiming Cao, Ying Nian Wu, Feng Shi, and Song-Chun Zhu
  IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020