Zichen Liu（刘子宸）


Master Candidate

Supervisor: Prof. Jiahuan Zhou

Wangxuan Institute of Computer Technology, Peking University.

Beijing, China

E-mail: lzc20180720@stu.pku.edu.cn


I am now a master candidate in Wangxuan Institute of Computer Technology, Peking University.

 

Education

  • Master. Candidate, Computer Application Technology, Wangxuan Institute of Computer Technology, Peking University, 2022 - Now

  • B.E., Computer Science and Technology, Faculty of Electronic and Information Engineering, Xi'an Jiaotong University, 2018 - 2022

 

Awards and Honors

  • Merit Student of Peking University (北京大学三好学生), 2024

  • Academic Innovation Award of Peking University (北京大学“学术创新奖”), 2024

  • Xiaomi First Prize Scholarship of Peking University (北京大学小米一等奖学金), 2024

  • Second Prize in CUMCM (大学生数学建模竞赛国家级二等奖), 2020

 

Research Interests

  • Prompt Learning, Visual Prompting, Test Time Adaptation, Incremental Learning

 

Publications

  1. Three papers in submission

  2. Zichen Liu, Kunlun Xu, Bing Su, Xu Zou, Yuxin Peng, and Jiahuan Zhou*, "STOP: Integrated Spatial-Temporal Dynamic Prompting for Video Understanding", in 2025 IEEE/CVF Conference on Computer Vision and Pattern Recognition, (CVPR'25), Nashville TN, USA, 2025.

  3. Chenyu Zhang, Kunlun Xu, Zichen Liu, Yuxin Peng, and Jiahuan Zhou*, "SCAP: Transductive Test-Time Adaptation via Supportive Clique-based Attribute Prompting", in 2025 IEEE/CVF Conference on Computer Vision and Pattern Recognition, (CVPR'25), Nashville TN, USA, 2025.

  4. Yifeng Yao, Zichen Liu, Zhenyu Cui, Yuxin Peng, and Jiahuan Zhou*, "Selective Visual Prompting in Vision Mamba", in 39th Annual AAAI Conference on Artificial Intelligence (AAAI'25), Philadelphia, Pennsylvania, USA, Feb.25 - Mar.4, 2025.

  5. Zichen Liu, Yuxin Peng, and Jiahuan Zhou*, "InsVP: Efficient Instance Visual Prompting from Image Itself", in 32nd ACM Multimedia Conference (ACM MM'24), Melbourne, Australia, 2024.

  6. Zichen Liu, Yuxin Peng, and Jiahuan Zhou*, "Compositional Prompting for Anti-Forgetting in Domain Incremental Learning", in International Journal of Computer Vision (IJCV), 2024, pp. 1-18, Doi: 10.1007/s11263-024-02134-3

  7. Zichen Liu, Hongbo Sun, Yuxin Peng and Jiahuan Zhou*, "DART: Dual-Modal Adaptive Online Prompting and Knowledge Retention for Test-Time Adaptation", Thirty-Eighth AAAI Conference on Artificial Intelligence (AAAI'24), Vancouver, Canada, Feb.20 - 27, 2024.

Note: * indicates the corresponding author; # indicates equal contribution.

 

Academic Service

Conference Reviewer:

  • IEEE Conf. on Computer Vision and Pattern Recognition (CVPR)

  • The AAAI Conference on Artificial Intelligence (AAAI)