Chen-Chen Zong

chencz@nuaa.edu.cn

prof_pic.jpeg

Room 909, Building 1

No. 29 Jiangjun Road

Jiangning District

Nanjing 211106, China

About Me

I am Chen-Chen Zong, a Ph.D. student at College of Computer Science and Technology in Nanjing University of Aeronautics and Astronautics (NUAA), advised by Prof. Sheng-Jun Huang.

Prior to my Ph.D. endeavor, I obtained my Bachelor’s degree in 2021 at Nanjing University of Aeronautics and Astronautics (NUAA). I was initially enrolled in the Master’s program and later transitioned to a Ph.D. program via an integrated M.S.-Ph.D. track in April 2023. I have been fortunate to receive consistent guidance from Prof. Sheng-Jun Huang since 2019.

Research Interest

My research interests focus primarily on weakly supervised learning under complex and open-world settings. Currently, I am especially interested in active learning and noisy label learning within both open-set and federated learning scenarios. In addition, I closely follow topics such as uncertainty quantification and knowledge distillation.

I am always open to research collaborations. If you are interested, feel free to reach out to me via email.

news

May 15, 2025 One collaborative paper was accepted by KDD’25 (CCF-A).
Apr 29, 2025 One first-author paper was accepted by IJCAI’25 (CCF-A).
Mar 10, 2025 One first-author paper was accepted by TCSVT’25 (CCF-B, IF: 11.1).
Feb 27, 2025 One first-author paper was accepted by CVPR’25 (CCF-A).
Dec 21, 2024 One first-author paper was accepted by ICASSP’25 (CCF-B).
Jul 01, 2024 One first-author paper was accepted by ECCV’24 (CCF-B).
May 17, 2024 One collaborative paper was accepted by KDD’24 (CCF-A).
Mar 14, 2024 One collaborative paper was accepted by ACL’24 Findings.
Mar 13, 2024 One co-first-author paper paper was accepted by ICME’24 (CCF-B).
Dec 09, 2023 One first-author paper was accepted by AAAI’24 (CCF-A, Oral).
Jul 14, 2023 One collaborative paper was accepted by ICCV’23 (CCF-A).
Jul 25, 2022 Won second place in the 1st Learning and Mining with Noisy Labels Challenge at IJCAI 2022.
Apr 29, 2021 One student-first-author paper was accepted by IJCAI’21 (CCF-A).

selected publications

  1. ifal.jpg
    Inconsistency-Based Federated Active Learning.
    Chen-Chen Zong, Tong Jin, and Sheng-Jun Huang
    In IJCAI, 2025
  2. EAOA.jpg
    Rethinking Epistemic and Aleatoric Uncertainty for Active Open-Set Annotation: An Energy-Based Approach
    Chen-Chen Zong and Sheng-Jun Huang
    In Proceedings of the Computer Vision and Pattern Recognition Conference, 2025
  3. OpenAda.png
    A Unified Open Adapter for Open-World Noisy Label Learning: Data-Centric and Learning-Based Insights
    Chen-Chen Zong, Peng-Hui Yang, Ming-Kun Xie, and 1 more author
    IEEE Transactions on Circuits and Systems for Video Technology, 2025
  4. BUAL.jpg
    Bidirectional Uncertainty-Based Active Learning for Open-Set Annotation
    Chen-Chen Zong, Ye-Wen Wang, Kun-Peng Ning, and 2 more authors
    In European Conference on Computer Vision, 2024
  5. DPC.jpg
    Dirichlet-based prediction calibration for learning with noisy labels
    Chen-Chen Zong, Ye-Wen Wang, Ming-Kun Xie, and 1 more author
    In Proceedings of the AAAI Conference on Artificial Intelligence, 2024
  6. AAL.jpg
    Asynchronous Active Learning with Distributed Label Querying.
    Sheng-Jun Huang, Chen-Chen Zong, Kun-Peng Ning, and 1 more author
    In IJCAI, 2021