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丁克蜜
副教授
dingkm@sustech.edu.cn

丁克蜜,2021年12月加入南方科技大学,现任副教授,博士生导师。2014年毕业于华中科技大学,获得工学学士学位,随后就读于香港科技大学电子与计算机工程系,并于2018年获得博士学位。曾先后在美国哈佛大学、亚利桑那州立大学、新加坡南洋理工大学进行访问和研究工作。多项研究成果的发表涵盖了控制领域顶级期刊,如 Automatica,IEEE TAC, 信号处理领域顶级期刊 IEEE TSP, 计算机网络领域顶级期刊及会议 IEEE/ACM TON, INFOCOM等。担任Automatica,IEEE TAC等多个国际高水平期刊审稿人。
 
研究领域
◆ 信息物理系统的安全与隐私
◆ 网络化估计、智能控制与决策优化
◆ 博弈论与网络智能
◆ 图信号处理及图神经网络
◆ 上述理论在物联网、社交网络及机器学习等方面的应用

工作经历

◆ 2023年2月至今,南方科技大学自动化与智能制造学院,副教授。

◆ 2022年12月至至2023年2月,南方科技大学机械与能源工程系,副教授。

◆ 2021年12月至2022年12月,南方科技大学机械与能源工程系,助理教授(博导)。

◆ 2019年8月至2021年10月,新加坡南洋理工大学, 电子电气工程学院,博士后研究员。

◆ 2018年9月至2019年8月,美国亚利桑那州立大学,电子计算机与能源工程,博士后研究员。

学习经历
◆ 2014年8月至2018年8月,香港科技大学电子与计算机工程专业,博士。

◆ 2016年9月至2017年1月,美国哈佛大学工程与应用科学专业,访问博士。

◆ 2010年9月至2014年6月,华中科技大学电子信息与通信(数理提高班)专业,学士。
 
代表文章


期刊论文

  • Wei Huo, Changxin Liu ,Kemi Ding*,Karl Henrik Johansson , Ling Shi. “Federated Cubic Regularized Newton Learning with Sparsification-amplified Differential Privacy”,  Automatica,2025. (通讯作者)

  • Jianhui Li, Bokang Zhang, Youcheng Niu, Shuang Wu, Kemi Ding*,  Junfeng Wu. “Online Reward Poisoning in Reinforcement Learning with Convergence Guarantee”, IEEE Trans. on Information Forensics & Security,2025.(通讯作者)

  • Hanxiao Liu, Kemi Ding, Lihua Xie.  “Optimal DoS Attack and Proactive Deception Strategies on Remote State Estimation: Utilizing Subsystem Importance”,Automatica,2025.

  • Wei Huo, Xiaomeng Chen, Kemi Ding*, Subhrakanti Dey, Ling Shi. “Compression-based Privacy Preservation for Distributed Nash Equilibrium Seeking in Aggregative Games”, IEEE Control Systems Letters & CDC, 2024. (通讯作者)

  • Lei Wang, Kemi Ding, Yan Leng, Xiaoqiang Ren, Guodong Shi. “Differentially Private Nash Equilibrium Seeking in Quadratic Network Games”, IEEE Transactions on Control of Network Systems, 2024. (长文)

  • Kemi Ding*, Yijun Chen, Lei Wang, Xiaoqiang Ren, Guodong Shi. “Network Learning in Quadratic Games from Best-Response Dynamics”, lEEE/ACM Transactions on Networking, 2024. (CCF-A 期刊,长文,第一作者,通讯作者)

  • Zai Cai, Kemi Ding*. “Whittle’s Index Based Sensor Scheduling for Multiprocess Systems Under DoS Attacks”, Journal of Systems Science and Complexity, 37 (1), 329-350, 2024. (长文,通讯作者,一作为指导学生)

  • Xiaomeng Chen, Lingying Huang, Kemi Ding*, Subhrakanti Dey, Ling Shi. “Privacy-Preserving Push-Sum Average Consensus Via State Decomposition”, IEEE Transactions on Automatic Control, 68(12): 7974 – 7981,2023. (通讯作者)

  • Mengyu Huang, Kemi Ding*, Subhrakanti Dey, Yuzhe Li, Ling Shi. “Learning-Based DoS Attack Power Allocation in Multi-Process Systems”, IEEE Transactions on Neural Networks and Learning Systems, 34(10): 8017 – 8030, 2022. (长文,通讯作者)

  •  Kemi Ding, Xiaoqiang Ren*, Hongsheng Qi, Guodong Shi, Xiaofan Wang, Ling Shi. “Interference Game for Intelligent Sensors in Cyber–Physical Systems”, Automatica,129(109668), 2021. (长文,第一作者)

  • Yuchi Wu, Kemi Ding*, Yuzhe Li, Ling Shi. “Optimal Unbiased Linear Sensor Fusion over Multiple Lossy Channels with Collective Observability”, Automatica, 128(109568), 2021. (长文,通讯作者)

  • Kemi Ding*, Junfeng Wu, Lihua Xie. “Minimum-degree Distributed Graph Filter Design”, IEEE Transactions on Signal Processing, 69: 1083-1096, 2021. (长文,第一作者,通讯作者)

  • Lingying Huang, Kemi Ding*, Alex S Leong, Daniel E. Quevedo, Ling Shi. “Encryption Scheduling for Remote State Estimation Under an Operation Constraint”, Automatica, 127(109537), 2021. (长文,通讯作者)

  • Kemi Ding, Xiaoqiang Ren*, Alex S Leong, Daniel E. Quevedo, Ling Shi. “Remote State Estimation in the Presence of an Active Eavesdropper”, IEEE Transactions on Automatic Control, 66(1): 229-244, 2021. (长文,第一作者)

  • Kemi Ding*, Junshan Zhang. “Multi-party Privacy Conflict Management in Online Social Network: A Network Game Perspective”, IEEE/ACM Transactions on Networking, vol. 28, no. 6, pp. 2685-2698, 2020. (长文,第一作者,通讯作者)

  • Shuang Wu, Kemi Ding*, Peng Cheng, Ling Shi. “Optimal Scheduling of Multiple Sensors over Lossy and Bandwidth Limited Channels”, IEEE Transactions on Control of Network Systems, 7(3): 1188-1200, 2020. (长文,通讯作者)

  • Kemi Ding, Xiaoqiang Ren*, Daniel E. Quevedo, Subhrakanti Dey, Ling Shi. “Defensive Deception Against Reactive Jamming Attacks in Remote State Estimation”, Automatica, 113:108680, 2020. (长文,第一作者) 

  • Kemi Ding, Xiaoqian Ren*, Daniel E. Quevedo, Subhrakanti Dey, Ling Shi. “DoS Attacks on Remote State Estimation with Asymmetric Information”, IEEE Transactions on Control of Network Systems, vol. 6, no. 2, pp. 653-666, 2018. (长文,第一作者)

  • Kemi Ding, Subhrakanti Dey, Daniel E. Quevedo, Ling Shi*. “Stochastic Game in Remote Estimation Under DoS Attacks”, IEEE Control Systems Letters, vol.1, no. 1, pp. 146-151, 2017. (长文,第一作者)

  • Kemi Ding, Yuzhe Li *, Daniel E. Quevedo, Subhrakanti Dey, Ling Shi. “A Multi-channel Transmission Schedule for Remote State Estimation Under DoS Attacks” , Automatica, vol. 78, pp. 194-201, 2017. (长文,第一作者)


会议论文

  • Junjie Chen, Yuecong Xu, Haosheng Li, Kemi Ding* . “Overlap-Aware Feature Learning for Robust Unsupervised Domain Adaptation for 3D Semantic Segmentation”,IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2025),2025.(通讯作者)

  • Honghao Wu, Kemi DING, Li Qiu*. “Minimum Clustering of Matrices Based on Phase Alignment”,2025 64th IEEE Conference on Decision and Control (CDC),2025.

  • Yijun Chen, Kemi Ding, Guodong Shi. “Network Learning from Best-Response Dynamics in LQ Games”, in 2023 American Control Conference (ACC), San Diego, CA, USA, 2023.

  • Kemi Ding, Yijun Chen, Lei Wang, Xiaoqiang Ren, Guodong Shi. “Network Learning in Quadratic Games from Fictitious Plays”, in The Tenth International Conference on Learning Representations (ICLR 2022 virtual conference), 2022.

  • Zhaofeng Zhang, Sen Lin, Mehmet Dedeoglu, Kemi Ding, Junshan Zhang “Data-driven Distributionally Robust Optimization for Edge Intelligence”, in IEEE International Conference on Computer Communications (INFOCOM), 2020.

  • Kemi Ding, Xiaoqiang Ren, Hongsheng Qi, Guodong Shi, Xiaofan Wang, Ling Shi. “Dynamic Pricing for Power Control in Remote State Estimation”, in Proceedings of the 21th World of Congress of the International Federation of Automatic Control (IFAC), 2020.

  • Yuqing Li, Kemi Ding, Yong Yang, Ling Shi. “On the Performance Analysis of Binary Hypothesis Testing with Byzantine Sensors”, in Proceedings of the 38th Chinese Control Conference (CCC), Guangzhou, China, 2019.

  • Kemi Ding, Subhrakanti Dey, Daniel E. Quevedo, Ling Shi. “Stochastic Game in Remote Estimation Under DoS Attacks”, in Proceedings of the 56th IEEE Conference on Decision and Control (CDC), Melbourne, Australia, 2017.

  • Kemi Ding, Yuzhe Li, Subhrakanti Dey, Ling Shi. “Multi-sensor Trans- mission Management for Remote State Estimation under Coordination”, in Proceedings of the 20th World of Congress of the International Federation of Automatic Control (IFAC), Toulouse, France, 2017.

  • Kemi Ding, Subhrakanti Dey, Daniel E. Quevedo, Ling Shi. “A Secure Cross-layer Design for Remote Estimation under DoS Attack”, in Proceedings of the 55th IEEE Conference on Decision and Control (CDC), Las Vegas, USA, 2016.

  • Kemi Ding, Xiaoqiang Ren, Ling Shi. “Deception-based Sensor Schedul- ing for Remote Estimation under DoS Attacks”, in Proceedings of the 6th IFAC Workshop on Distributed Estimation and Control in Networked Systems (Necsys), Tokyo, Japan, 2016.

  • Kemi Ding, Ling Shi. “A Data-driven Power Schedule for Privacy Pro- tection in Remote State Estimation”, in Proceedings of the 35th Chinese Control Conference (CCC), Chengdu, China, 2016.


在投论文

  • Haosheng Li, Junjie Chen, Yuecong Xu,  Kemi Ding *. “Robust Unsupervised Domain Adaptation for 3DPoint Cloud Segmentation Under SourceAdversarial Attacks”, submitted to RAL.(通讯作者)(在投)

  • Haosheng Li, Junjie Chen, Yuecong Xu,  Kemi Ding* . “ProtoGuard-guided PROPEL: Class-Aware PrototypeEnhancement and Progressive Labeling forIncremental 3D Point Cloud Segmentation”, submitted to RAL.(通讯作者)(在投)

  • Zihao Ren , Chengyang Jiang , Lei Wang, Yang Liu, Kemi Ding. “Distributed Nash Equilibrium Seeking with Logarithmic Bit Rates over Digital Channels”,submitted to Automatica. (在投)

  • 【Working-on Monograph】Differential Private Game,Kemi Ding,Guodong Shi