I am currently a postdoctoral research associate at Shanghai Jiao Tong University. Before that, I received the Ph.D. degree in Computer Science and Technology at Tongji University, China, in 2022.

Research Interests

My research interests range across computer vision, machine learning, 3D point cloud processing, and explainable AI.

Publications

• Interpreting Representation Quality of DNNs for 3D Point Cloud Processing,  NeurIPS 2021
  Wen Shen, Qihan Ren, Dongrui Liu, Quanshi Zhang Download pdf

• Interpretable Compositional Convolutional Neural Networks,  IJCAI 2021
  Wen Shen*, Zhihua Wei*, Shikun Huang, Binbin Zhang, Jiaqi Fan, Ping Zhao, Quanshi Zhang
  Download pdf

• Verifiability and Predictability: Interpreting Utilities of Network Architectures for Point Cloud Processing,  CVPR 2021
  Wen Shen*, Zhihua Wei*, Shikun Huang, Binbin Zhang, Panyue Chen, Ping Zhao, Quanshi Zhang Download pdf

• 3d-Rotation-Equivariant Quaternion Neural Networks,  ECCV 2020
  Wen Shen*, Binbin Zhang*, Shikun Huang*, Zhihua Wei, Quanshi Zhang Download pdf