profile photo

Bin Chen (陈斌)


I am currently an Associate Professor & PhD Advisor with the Department of Computer Science and Technology, Harbin Institute of Technology, Shenzhen (HITSZ). I got my Ph.D. from the Department of Computer Science and Technology, Tsinghua University, under the supervision of Prof. Shu-Tao Xia. I have also been fortunate to visit Prof. En-Hui Yang at the University of Waterloo (UW) from Dec 2019 to May 2020. My research interests include Coding Theory and Information Theory, Machine Learning and Deep Learning.

Email DBLP Google Scholar

Research Fields

Deep Learning and its Applications

    Data Compression:
  • # Point-to-Point Images/Videos/3D Point Clouds Compression;
  • # Dirtributed/Multi-View Lossless/Lossy Compression;
  • Images/Videos/Cross-Modal Retrieval:
  • # Hashing/Quantization based Retrieval;
  • # Retrieval-Augmentation and its Applications;
  • AI Security:
  • # Adversarial Machine Learning;
  • # Privacy and Security in Distributed/Federated Learning, AIGC and Foundation Models;

Coding Theory and Information Theory

    Coding Theory:
  • # Erasure Codes in Distributed Storage Systems;
  • # Deep Learning Based Channel Coding;
  • Information Theory:
  • # Deep Compressive Sensing and Inverse Problem;
  • # Semantic Communication and Compression;
  • # Rate-Distortion Theory for Lossy Compression;

We are always actively recruiting highly motivated students and research interns. For prospective applicants, please send your CV to: chenbin2021@hit.edu.cn