教师简介 Short Bio

        操晓春，中山大学网络空间安全学院教授、博士生导师，国家杰出青年基金获得者，现任网络空间安全学院院长。主要从事人工智能基础研究和网络空间内容安全应用研究；发表ACM/IEEE 汇刊90余篇，CCF-A类期刊及会议长文文章130余篇；Google引用13000余次，H-index 59。先后兼任IEEE汇刊 TIP、TMM、TCSVT、电子学报的Senior Area Editor/Associate Editor/编委，NeurIPS/ICCV/CVPR/IJCAI/ACMMM等计算机学会A类会议的Area/Track Chairs。指导博士生获得中国电子学会优博、CCF优博、中科院优博论文；获得省部级一等奖和二等奖各1项。
        Xiaochun Cao is a Professor of School of Cyber Science and Technology, Shenzhen Campus, Sun Yat-sen University. He received the B.E. and M.E. degrees both in computer science from Beihang University (BUAA), China, and the Ph.D. degree in computer science from the University of Central Florida, USA, with his dissertation nominated for the university level Outstanding Dissertation Award. After graduation, he spent about three years at ObjectVideo Inc. as a Research Scientist. From 2008 to 2012, he was a professor at Tianjin University. Before joining SYSU, he was a professor at Institute of Information Engineering, Chinese Academy of Sciences. He has authored and coauthored over 200 journal and conference papers. In 2004 and 2010, he was the recipients of the Piero Zamperoni best student paper award at the International Conference on Pattern Recognition. He is on the editorial boards of IEEE Transactions on Image Processing and IEEE Transactions on Multimedia, and was on the editorial board of IEEE Transactions on Circuits and Systems for Video Technology. 
        Email：caoxiaochun@mail.sysu.edu.cn (I am actively looking for talented and motivated stduents and Postdocs! Please contact!)

研究领域 Research Field

        人工智能安全，网络空间内容安全
        Computer Vision and its applications in Cybersecurity

Recent Publications 【Full List】

1. Ke Ma, Qianqian Xu, Jinshan Zeng, Guorong Li, Xiaochun Cao, and Qingming Huang. A Tale of HodgeRank and Spectral Method: Target Attack Against Rank Aggregation is the Fixed Point of Adversarial Game. IEEE Transactions on Pattern Analysis and Machine Intelligence，To Appear
2. Sanyi Zhang, Xiaochun Cao, Guo-Jun Qi, Zhanjie Song, and Jie Zhou. AIParsing: Anchor-free Instance-level Human Parsing. IEEE Transactions on Image Processing，To Appear
3. Siyuan Liang, Longkang Li, Yanbo Fan, Xiaojun Jia, Jingzhi Li, Baoyuan Wu, and Xiaochun Cao, "A Large-scale Multiple-objective Method for Black-box Attack against Object Detection", ECCV 2022
4. Xiaojun Jia, Yong Zhang, Xingxing Wei, Baoyuan Wu, Ke Ma, Jue Wang, Xiaochun Cao "Prior-Guided Adversarial Initialization for Fast Adversarial Training". ECCV 2022  
5. Xinwei Liu, Jian Liu, Yang Bai, Jindong Gu, Tao Chen, Xiaojun Jia, Xiaochun Cao, "Watermark Vaccine: Adversarial Attacks to Prevent Watermark Removal" ECCV 2022  
6. Junyu Chen, Qianqian Xu, Zhiyong Yang, Ke Ma, Xiaochun Cao, Qingming Huang. Recurrent Meta-Learning against Generalized Cold-start problem in CTR Prediction, ACM MM 2022
7. Junyu Chen, Qianqian Xu, Zhiyong Yang, Xiaochun Cao, Qingming Huang. A Unified Framework against Topology and Class Imbalance, ACM MM 2022
8. Zitai Wang, Qianqian Xu, Ke Ma, Xiaochun Cao, Qingming Huang. Confederated Learning: Going Beyond Centralization, ACM MM 2022
9. Liang Yang, Weihang Peng, Wenmiao Zhou, Bingxin Niu, Junhua Gu, Chuan Wang, Yuanfang Guo, Dongxiao He, Xiaochun Cao, "Difference Residual Graph Neural Networks". ACM MM 2022.  
10. Siyuan Liang, Aishan Liu, Jiawei Liang, Longkang Li, Yang Bai, Xiaochun Cao. Imitated Detectors: Stealing Knowledge of Black-box Object Detectors, ACM MM 2022
11. Zhiyong Yang,Qianqian Xu,Shilong Bao, Yuan He, Xiaochun Cao, Qingming Huang, Optimizing Two-way Partial AUC with an End-to-end Framework, IEEE Transactions on Pattern Analysis and Machine Intelligence, To Appear
12. Hua Zhang, Liqiang Xiao, Xiaochun Cao and Hassan Foroosh. "Multiple Adverse Weather Conditions Adaptation for Object Detection via Causal Intervention", IEEE Transactions on Pattern Analysis and Machine Intelligence, To Appear
13. Shilong Bao, Qianqian Xu, Zhiyong Yang, Xiaochun Cao and Qingming Huang. Rethinking Collaborative Metric Learning: Toward an Efficient Alternative without Negative Sampling, IEEE Transactions on Pattern Analysis and Machine Intelligence, To Appear 
14. Xiaobin Hu, Wenqi Ren, Jiaolong Yang, Xiaochun Cao, David Wipf, Bjoern Menze, Xin Tong, and Hongbin Zha, Face Restoration via Plug-and-Play 3D Facial Priors, IEEE Transactions on Pattern Analysis and Machine Intelligence, To Appear
15. Wenqi Ren, Jiawei Zhang, Jinshan Pan, Sifei Liu, Jimmy S. Ren, Junping Du, Xiaochun Cao, Ming-Hsuan Yang, Deblurring Dynamic Scenes via Spatially Varying Recurrent Neural Networks, IEEE Transactions on Pattern Analysis and Machine Intelligence, To Appear
16. Lun Luo, Wenqi Ren, Tao Wang, Chongyi Li, and Xiaochun Cao. Under-Display Camera Image Enhancement via Cascaded Curve Estimation, IEEE Transactions on Image Processing, To Appear
17. Qianqian Wang, Zhiqiang Tao, Wei Xia, Quanxue Gao, Xiaochun Cao, and Licheng Jiao. Adversarial Multi-view Clustering Networks with Adaptive Fusion, IEEE Transactions on Neural Networks and Learning Systems, To Appear
18. Shirui Luo and Xiaochun Cao, Multi-view Subspace Dual-clustering, IEEE Transactions on Neural Networks and Learning Systems, To Appear
19. Zongsheng Cao, Qianqian Xu, Zhiyong Yang, Xiaochun Cao, and Qingming Huang, Geometry Interaction Knowledge Graph Embeddings, AAAI 2022
20. Liang Yang, Weixun Li, Cheng Chen, Dongxiao He, Yuanfang Guo, Bingxin Niu, Junhua Gu, Chuan Wang, Xiaochun Cao. Self-supervised Graph Neural Networks via Diverse and Interactive Message Passing, AAAI 2022

主要学术兼职 Professional Associations, Service, and Awards

• Senior Area Editor：IEEE Transactions on Image Processing(TIP)(2019.07-2023.07) 
• Associate Editor：IEEE Transactions on Multimedia(TMM) (2019.01-2022.12)
• Associate Editor：IEEE Transactions on Circuits and Systems for Video Technology (2018.01-2021.12)
• Associate Editor：IEEE Transactions on Image Processing(TIP) (2015.07-2019.07)
• Area Chair: NeurIPS 2021/2022
• Meta-Reviewer: AAAI 2022
• Senior PC Member: IJCAI 2022
• Area Chair: IEEE ICCV 2021
• Area Chair: IEEE CVPR 2021
• Area Chair: IJCAI 2021
• Track Chair: ACMMM 2021
• Area Chair: IAPR ICPR 2020
• Session Chair, ICIP 2018
• Session Chair, IJCAI 2018/2019
• 编委：《电子学报》
  Editorial board member:《Acta Electronica Sinica》
• Frontier of Computer Science (青年AE)（2013.01-2021.12）
• 中国计算机学会杰出会员
  Distinguished Member, China Computer Federation （CCF）
• 中国图像图形学会理事
  Board member,China Society of Image and Graphics（CSIG）

部分指导的博士 Alumni