陳輝強 博士
助理教授 碩導
學校郵箱：hqchen@cityu.edu.mo
辦公電話：(853)85902437
辦公地址：澳門城市大學(氹仔)何鴻燊樓S503室
學歷
2025 計算機科學博士, 悉尼科技大學，澳洲
2019 固體力學碩士, 浙江大學，中國
2016 工程結構分析學士, 湖南大學，中國
現任
澳門城市大學數據科學學院助理教授
研究方向
AI security, Trustworthy Artificial Intelligence
研究及出版
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)
