Biography

I have graduated and received my Bachelor degree from School of Mathematical Science 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

• Interpretable CNNs for Object Classification [pdf]
  Quanshi Zhang, Xin Wang, Ying Nian Wu, Huilin Zhou, and Song-Chun Zhu
  accepted by IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)

• Building Interpretable Interaction Trees for Deep NLP Models [pdf]
  Die Zhang, HuiLin Zhou, Hao Zhang, Xiaoyi Bao, Da Huo, Ruizhao Chen, Xu Cheng, Mengyue Wu, Quanshi Zhang
  accepted by Proceedings of the AAAI Conference on Artificial Intelligence (AAAI)