🐑 About Me

I am now a final-year Ph.D. student at Sichuan University (四川大学), advised by Yi Zhang(张意). I’m also a visiting student at A*Star, advised by Joey Tianyi Zhou and Ming Yan. I have published over 40 papers in top-tier journals and conferences, including IJCV, IEEE T-IFS, IEEE T-NNLS, IEEE T-IM, IEEE T-CSVT, IEEE J-BHI, IEEE J-STSP, CVPR, MICCAI, WWW, and others. Additionally, I have served as a reviewer for several prestigious journals and conferences, such as IEEE T-IFS, IEEE T-IP, IEEE T-DSC, IEEE T-MI, IEEE T-MM, IEEE T-NNLS, IEEE T-CSVT, IEEE T-SMCS, IEEE T-II, IEEE T-BC, CVPR, ICCV, and MICCAI, among others.

If you have any advice or are interested in exploring academic collaborations, please feel free to contact me at cziyuanyang@gmail.com. I welcome your insights and look forward to potential collaborations.

My research interests encompass the following areas:

  • Biometrics
  • Federated Learning
  • AI in Healthcare
  • AI Security
  • AI Efficiency

🔥 News

  • 2025.02: 🎉 One paper is accepted by Pattern Recognition! Congrats to Congcong!
  • 2025.02: 🎉 One paper is accepted by CVPR!
  • 2025.01: 🎉 One paper is accepted by WWW! Congrats to Yongqiang!
  • 2024.12: 🎉 Two papers are accepted by ICASSP! Congrats to Yingyu and Mengyu!
  • 2024.11: 🎉 Served as Guest Editor for CMC - Computers, Materials & Continua
  • 2024.09: 🎉 One paper is accepted by T-RPMS! Congrats to Zexin!
  • 2024.09: 🎉 One paper is accepted by CCBR! Congrats to Chengrui!
  • 2024.09: 🎉 One paper is accepted by T-IFS!
  • 2024.09: 🎉 One paper is accepted by T-IM! Congrats to Aohua!
  • 2024.07: 🎉 One paper is accepted by T-CSVT! Congrats to Zhiwen!
  • 2024.06: 🎉 One paper is accepted by MICCAI!
  • 2024.05: I’m now a visiting student at A*Star, Singapore.
  • 2024.04: 🎉 One paper is accepted by IJCV!

💻 Selected Publications

My full paper list can be found at my Google Scholar.

👶🏻 Biometrics

☁️ Federated Learning

🔒 Security and Privacy Analysis

🏥 AI in Healthcare

🎖 Honors and Awards

  • IEEE Transactions on Medical Imaging Distinguished Reviewer
  • Scholarship by China Scholarship Council
  • 2023, 2024 National Scholarship
  • Provincial Outstanding PhD Graduates
  • Outstanding Provincial Master’s Thesis
  • Outstanding PhD Graduates of Sichuan University
  • 2023, 2024 Outstanding Graduate Student
  • Rank #2 in IJCB 2023 Competition (SynFacePAD-2023)
  • 2023-2025 First-Class Academic Scholarship
  • 2020, 2021 Provincial Scholarship
  • 2020-2021 Special-Class Academic Scholarship

📖 Education

  • 2021.09 - Present, Ph.D., College of Computer Science, Sichuan Univeristy, Chengdu.
  • 2018.09 - 2021.06, M.E., School of Information Engineering, Nanchang University, Nanchang.
  • 2014.09 - 2018.06, B.E., School of Software, Nanchang Hangkong University, Nanchang.

📂 Experience

  • 2024.05 - Present, Visiting Ph.D., Centre for Frontier AI Research (CFAR), A*STAR, Singapore.

💻 Project

  • LLM-Guided Low-Dose CT Reconstruction, $500,000 (RMB), PI.

💬 Talks

  • “Privacy and Security in Medical Imaging” – Presented at Nanyang Technological University, hosted by Prof. Yeo’s research group.

💼 Service

Editor

Guest Editor for CMC - Computers, Materials & Continua

Journal Reviewer

IEEE T-IP, IEEE T-IFS, IEEE T-DSC, IEEE T-MI, IEEE T-MM, IEEE T-NNLS, IEEE T-ASL, IEEE T-CSVT, IEEE T-SMCS, IEEE T-II, IEEE T-BC, IEE SPL, IEEE IoTJ, IEEE Sens-J, IEEE J-BHI, AIRE, AIME, IET CV / SP / Biom, etc.

Conference Reviewer

CVPR, ICCV, ICME, MICCAI, EMNLP, IJCNN, ISBI, WCCI, etc.

Acknowledgements

I would thank all my collaborators and advisors, they helped me a lot.