Biography

I am an assistant professor at the State Key Laboratory of Multimodal Artificial Intelligence Systems, Institute of Automation, Chinese Academy of Sciences (CASIA). I received my Ph.D. from USTC and CASIA in June 2024. My PhD supervisor is Prof. Changsheng Xu (IEEE Fellow, ACM Distinguished Scientist). Before that, I obtained a Bachelor in telecommunication engineering from BUPT in June 2019.

Research Interests

• Multimedia Computing
• Few-shot Computer Vision
• Incremental Learning

Emails

• chencfbupt@gmail.com

Selected Publications

• 2025
  1. SPDQ: Synergetic Prompts as Disentanglement Queries for Compositional Zero-Shot Learning
     Han Jiang, Xiaoshan Yang, Chaofan Chen, Changsheng Xu
     Accepted by IEEE Transactions on Multimedia (TMM) on 2025.02.27.
• 2024

  1. Pseudo Informative Episode Construction for Few-Shot Class-Incremental Learning
     Chaofan Chen, Xiaoshan Yang, Changsheng Xu
     Accepted by the 39th Annual AAAI Conference on Artificial Intelligence (AAAI) 2025.

  2. Compact Latent Primitive Space Learning for Compositional Zero-Shot Learning
     Han Jiang, Chaofan Chen, Xiaoshan Yang, Changsheng Xu
     Accepted by IEEE Transactions on Multimedia (TMM) 2024.

• 2023

  1. Category Knowledge-guided Parameter Calibration for Few-shot Object Detection
     Chaofan Chen, Xiaoshan Yang, Jinpeng Zhang, Bo Dong, Changsheng Xu
     Accepted by IEEE Transactions on Image Processing (TIP) 2023.

  2. Active Exploration of Multimodal Complementarity for Few-Shot Action Recognition
     Yuyang Wanyan, Xiaoshan Yang, Chaofan Chen, Changsheng Xu
     Accepted by IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2023.

  3. Fine-grained Primitive Representation Learning for Compositional Zero-shot Classification
     Han Jiang, Xiaoshan Yang, Chaofan Chen, Changsheng Xu
     Accepted by IEEE International Conference on Multimedia and Expo (ICME) 2023.

• 2022
  1. Attribute-guided Dynamic Routing Graph Network for Transductive Few-shot Learning
     Chaofan Chen, Xiaoshan Yang, Ming Yan, Changsheng Xu
     Accepted by ACM Multimedia (ACM MM) 2022.

• 2021

  1. ECKPN: Explicit Class Knowledge Propagation Network for Transductive Few-shot Learning
     Chaofan Chen, Xiaoshan Yang, Changsheng Xu, Xuhui Huang, Zhe Ma
     Accepted by IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2021.

• 2020

  1. HAPGN: Hierarchical Attentive Pooling Graph Network for Point Cloud Segmentation
     Chaofan Chen, Shengsheng Qian, Quan Fang, Changsheng Xu
     Accepted by IEEE Transactions on Multimedia (TMM) 2020.

  2. A General Model for Learning Node and Graph Representations Jointly
     Chaofan Chen
     Accepted by International Conference on Pattern Recognition (ICPR) 2020.

Honors & Awards

• National Scholarship, 2023.
• Huawei Scholarship, 2021.
• Beijing Outstanding Graduates, Beijing, 2019.
• National Second Prize in The Mathematics Competitions, 2016.
• First Prize in Beijing Region in Contemporary Undergraduate Mathematical Contest in Modeling (CUMCM), 2017.
• Lifetime Honorary Liaison, Beijing University of Posts and Telecommunications, 2019.

Social Activity

• Reviewer for CVPR, ICCV, ACM MM, TNNLS, TCSVT and TIP