師資
丁克蜜,2021年12月加入南方科技大學(xué),現(xiàn)任副教授,博士生導(dǎo)師。2014年畢業(yè)于華中科技大學(xué),獲得工學(xué)學(xué)士學(xué)位,隨后就讀于香港科技大學(xué)電子與計(jì)算機(jī)工程系,并于2018年獲得博士學(xué)位。曾先后在美國(guó)哈佛大學(xué)、亞利桑那州立大學(xué)、新加坡南洋理工大學(xué)進(jìn)行訪問(wèn)和研究工作。多項(xiàng)研究成果的發(fā)表涵蓋了控制領(lǐng)域頂級(jí)期刊,如 Automatica,IEEE TAC, 信號(hào)處理領(lǐng)域頂級(jí)期刊 IEEE TSP, 計(jì)算機(jī)網(wǎng)絡(luò)領(lǐng)域頂級(jí)期刊及會(huì)議 IEEE/ACM TON, INFOCOM等。擔(dān)任Automatica,IEEE TAC等多個(gè)國(guó)際高水平期刊審稿人。
研究領(lǐng)域
◆ 信息物理系統(tǒng)的安全與隱私
◆ 網(wǎng)絡(luò)化估計(jì)、智能控制與決策優(yōu)化
◆ 博弈論與網(wǎng)絡(luò)智能
◆ 圖信號(hào)處理及圖神經(jīng)網(wǎng)絡(luò)
◆ 上述理論在物聯(lián)網(wǎng)、社交網(wǎng)絡(luò)及機(jī)器學(xué)習(xí)等方面的應(yīng)用
工作經(jīng)歷
◆ 2023年2月至今,南方科技大學(xué)自動(dòng)化與智能制造學(xué)院,副教授。
◆ 2022年12月至至2023年2月,南方科技大學(xué)機(jī)械與能源工程系,副教授。
◆ 2021年12月至2022年12月,南方科技大學(xué)機(jī)械與能源工程系,助理教授(博導(dǎo))。
◆ 2019年8月至2021年10月,新加坡南洋理工大學(xué), 電子電氣工程學(xué)院,博士后研究員。
◆ 2018年9月至2019年8月,美國(guó)亞利桑那州立大學(xué),電子計(jì)算機(jī)與能源工程,博士后研究員。
學(xué)習(xí)經(jīng)歷
◆ 2014年8月至2018年8月,香港科技大學(xué)電子與計(jì)算機(jī)工程專業(yè),博士。
◆ 2016年9月至2017年1月,美國(guó)哈佛大學(xué)工程與應(yīng)用科學(xué)專業(yè),訪問(wèn)博士。
◆ 2010年9月至2014年6月,華中科技大學(xué)電子信息與通信(數(shù)理提高班)專業(yè),學(xué)士。
代表文章
期刊論文
Wei Huo, Changxin Liu ,Kemi Ding*,Karl Henrik Johansson , Ling Shi. “Federated Cubic Regularized Newton Learning with Sparsification-amplified Differential Privacy”, Automatica,2025. (通訊作者)
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.(通訊作者)
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. (通訊作者)
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. (長(zhǎng)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,長(zhǎng)文,第一作者,通訊作者)
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. (長(zhǎng)文,通訊作者,一作為指導(dǎo)學(xué)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. (通訊作者)
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. (長(zhǎng)文,通訊作者)
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. (長(zhǎng)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. (長(zhǎng)文,通訊作者)
Kemi Ding*, Junfeng Wu, Lihua Xie. “Minimum-degree Distributed Graph Filter Design”, IEEE Transactions on Signal Processing, 69: 1083-1096, 2021. (長(zhǎng)文,第一作者,通訊作者)
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. (長(zhǎng)文,通訊作者)
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. (長(zhǎng)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. (長(zhǎng)文,第一作者,通訊作者)
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. (長(zhǎng)文,通訊作者)
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. (長(zhǎng)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. (長(zhǎng)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. (長(zhǎng)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. (長(zhǎng)文,第一作者)
會(huì)議論文
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.(通訊作者)
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.
在投論文
Haosheng Li, Junjie Chen, Yuecong Xu, Kemi Ding *. “Robust Unsupervised Domain Adaptation for 3DPoint Cloud Segmentation Under SourceAdversarial Attacks”, submitted to RAL.(通訊作者)(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.(通訊作者)(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)
【W(wǎng)orking-on Monograph】Differential Private Game,Kemi Ding,Guodong Shi
