Dr. Huiqiang Chen
Assistant Professor Master Supervisor
Email: hqchen@cityu.edu.mo
Tel: (853)85902437
Office address: Room S503, Stanley Ho Building, City University of Macau (Taipa)
Educational experience
2025 Computer Science Ph.D., University of Technology Sydney, Australia
2019 Solid Mechanics MEng, Zhejiang University，China
2016 Engineering Structure Analysis, BEng, Hunan University, China
Incumbent
Assistant Professor, Faculty of Data Science, City University of Macau
Research direction
AI security, Trustworthy Artificial Intelligence
Research and publishing
Refereed Articles
1. Huiqiang Chen, Tianqing Zhu, Tao Zhang, Wanlei Zhou, Philip S. Yu. (2022). Privacy and Fairness in Federated Learning: On the Perspective of Tradeoff, ACM Computing Survey. (IF=16.6, JCR-Q1, CCF-A)
2. Huiqiang Chen, Tianqing Zhu, Xin Yu, Wanlei Zhou. (2024). Machine Unlearning via Null Space Calibration, the 33rd International Joint Conference on Artificial Intelligence (IJCAI).(CCF-A)
3. Huiqiang Chen, Tianqing Zhu, Xin Yu, Wanlei Zhou. (2025). Zero-Shot Machine Unlearning with Proxy Adversarial Data Generation, the 34th International Joint Conference on Artificial Intelligence (IJCAI). (CCF-A)
4. Huiqiang Chen, Tianqing Zhu, Bo Liu, Wanlei Zhou, Philip S. Yu. (2024). Fine-tuning A Biased Model for Improved Fairness, IEEE Transactions on Big Data. (IF=7.5, JCR Q1, CCF-C)
5. Huiqiang Chen, Tianqing Zhu, Wanlei Zhou, Wei Zhao. (2024). AFL: Algorithmic Fair Federated Learning, IEEE Transactions on Neural Networks and Learning Systems. (IF=10.4, JCR Q1, CCF-B)
6. Huiqiang Chen, Yong Wang, Xiaoling Jin, and Zhilong Huang. (2019). Random vibration control for multi-degree-of-freedom mechanical systems with soft actuators. International Journal of Non-Linear Mechanics. (IF=2.8, JCR-Q2)
7. Dayong Ye, Huiqiang Chen, Shuai Zhou, Tianqing Zhu, Wanlei Zhou and Shouling Ji. (2024). Model Inversion Attack against Transfer Learning: Inverting a Model without Querying It, IEEE Transactions on Dependable and Secure Computing. (IF=7.3, JCR Q1, CCF-A)
8. Qingzheng Xu, Huiqiang Chen, Heming Du, Hu Zhang, Szymon Łukasik, Tianqing Zhu, Xin Yu, (2024). M3A: A Multimodal Misinformation Dataset for Media Authenticity Analysis, Computer Vision and Image Understanding. (IF=4.3, JCR Q2, CCF-B)
9.Qingzheng Xu, Heming Du, Huiqiang Chen, Bo Liu and Xin Yu. (2024). MMOOC: A Multimodal Misinformation Dataset for Out-of-Context News Analysis, the 29th Australasian Conference on Information Security and Privacy (ACISP). (CCF-C)
10. Xin Shen, Heming Du, Hongwei Sheng, Shuyun Wang, Hui Chen, Huiqiang Chen, Zhuojie Wu, Xiaobiao Du, Jiaying Ying, Ruihan Lu, Qingzheng Xu, Xin Yu, (2024). MM-WLAuslan: Multi-View Multi-Modal Word-Level Australian Sign Language Recognition Dataset, the 38th Conference on Neural Information Processing Systems (NIPS). (CCF-A)
