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. 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.

3. 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.

4. 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

5. 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

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

• The AAAI Conference on Artificial Intelligence (AAAI)