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I received my PhD degree in Computer Science from Nanyang Technological University, Singapore, in 2015, under the supervision of Prof Jun Luo and Prof Ying He. I obtained my BS and MS degrees from Shandong Normal University, China, in 2007 and Shandong University, China, in 2010, respectively. From 2014 to 2015, I was a Research Fellow in School of Computing, National University of Singapore, Singapore, working with Prof Seth Gilbert and Prof Mun Choon Chan. I then joined Shandong University, China, where I am currently a professor. I received several Best Paper Awards from IEEE IPCCC 2020, IIKI 2019 and CSoNet 2019. I also received 2020 ACM China SIGAPP Rising Star Award due to the contribution in sensor networks, Internet of Things and their applications.

My current research interests include distributed algorithms/systems, wireless networking, mobile sensing/computing, edge computing and Internet of Things.

I am looking for highly motivated Master/PhD students with strong background in CS, EE and Math. Undergraduate students who are interested in my research are also welcome to join us as research assistant.Feel free to join us if your are interested.

Google Scholar

DBLP

Preprints

  1. ROSS:RObust decentralized Stochastic learning based on Shapley values
    Lina Wang, Yunsheng Yuan, Feng Li, and Lingjie Duan.
    arXiv:2411.00365

Journal Publications

  1. PDSR: A Privacy-Preserving Diversified Service Recommendation Method on Distributed Data
    Lina Wang, Huan Yang, Yiran Shen, Chao Liu, Lianyong Qi, Xiuzhen Cheng, and Feng Li.
    IEEE Transactions on Service Computing, vol. 17, no. 5, pp. 2733-2746,2024. [arXiv]

  2. Model Poisoning Attack against Neural Network Interpreters in IoT Devices
    Xianglong Zhang, Feng Li, Huanle Zhang, Haoxin Zhang, Zhijian Huang, Lisheng Fan, Xiuzhen Cheng, Pengfei Hu.
    IEEE Transactions on Mobile Computing, 2024. (To appear)

  3. Ui-Ear: On-face Gesture Recognition Through On-ear Vibration Sensing
    Guangrong Zhao, Yiran Shen, Feng Li, Lei Liu, Lizhen Cui, and Hongkai Wen.
    IEEE Transactions on Mobile Computing, 2024. (To appear)

  4. FedSiam-DA: Dual-aggregated Federated Learning via Siamese Network for Non-IID Data
    Xin Wang, Yanhan Wang, Ming Yang, Feng Li, Xiaoming Wu, Lisheng Fan, and Shibo He.
    IEEE Transactions on Mobile Computing, 2024. (To appear)

  5. Cloud-Edge Learning for Adaptive Video Streaming in B5G Internet-of-Thing Systems
    Haoyu Zhan, Lisheng Fan, Chao Li, Xianfu Lei, and Feng Li.
    IEEE Internet of Things Journal, 2024. (To appear)

  6. BudsAuth: Towards Gesture-Wise Continuous User Authentication Through Earbuds Vibration Sensing
    Yong Wang, Tianyu Yang, Chunxiao Wang, Feng Li, Pengfei Hu and Yiran Shen.
    IEEE Internet of Things Journal, 2024. (To appear)

  7. Incentivizing Massive Unknown Workers for Budget-Limited Crowdsensing: From Off-Line and On-Line Perspectives
    Feng Li, Yuqi Chai, Huan Yang, Pengfei Hu, and Lingjie Duan.
    IEEE/ACM Transactions on Networking, vol. 32, no. 3, pp. 2406-2421, 2024. [arXiv]

  8. Efficient Capacity Constrained Assignment for Dynamic Network Coverage
    Eerdemotai Ao, Shiqing Xin, Feng Li, Changhe Tu, Wenping Wang.
    IEEE Transactions on Mobile Computing, vol. 23, no. 5, pp. 5111-5129, 2023.

  9. VibHead: An Authentication Scheme for Smart Headsets through Vibration
    Feng Li, Jiayi Zhao, Huan Yang, Dongxiao Yu, Yuanfeng Zhou, and Yiran Shen.
    ACM Transactions on Sensor Networks, vol. 20, no. 4, pp. 91:1-91:21, 2023. [arXiv]

  10. Collaborative Learning in General Graphs with Limited Memorization: Complexity, Learnability, and Reliability
    Feng Li, Xuyang Yuan, Lina Wang, Huan Yang, Dongxiao Yu, Weifeng Lv, and Xiuzhen Cheng.
    IEEE/ACM Transactions on Networking, vol. 31, no. 6, pp. 3222-3237, 2023. [arXiv]

  11. A Distributed Privacy-Preserving Learning Dynamics in General Social Networks
    Youming Tao, Shuzhen Chen, Feng Li, Dongxiao Yu, Jiguo Yu, Hao Sheng.
    IEEE Transactions on Knowledge and Data Engineering, vol. 35, no. 9, pp. 9547-9561, 2023. [arXiv]

  12. Priority-Aware Resource Scheduling for UAV-Mounted Mobile Edge Computing Networks
    Wenqi Zhou, Lisheng Fan, Fasheng Zhou, Feng Li, Xianfu Lei, Wei Xu, Arumugam Nallanathan.
    IEEE Transactions on Vehicular Technology, vol. 72, no. 7, pp. 9682-9687, 2023.

  13. Harnessing Context for Budget-Limited Crowdsensing with Massive Uncertain Workers
    Feng Li, Jichao Zhao, Dongxiao Yu, Xiuzhen Cheng, Weifeng Lv.
    IEEE/ACM Transactions on Networking, vol. 30, no. 5, pp. 2231-2245, 2022. [arXiv]

  14. Fast Core Maintenance in Dynamic Graphs
    Dongxiao Yu, Na Wang, Qi Luo, Feng Li, Jiguo Yu, Xiuzhen Cheng, and Zhipeng Cai.
    IEEE Transactions on Computational Social Systems, vol. 9, no. 3, pp. 710-723, 2021.

  15. Distributed Learning Dynamics of Multi-Armed Bandits for Edge Intelligence
    Shuzhen Chen, Youming Tao, Dongxiao Yu, Feng Li, Bei Gong.
    Journal of Systems Architecture, vol. 114, pp. 101919, 2021.

  16. Privacy-Preserving Collaborative Learning for Multi-Armed Bandits in IoT
    Shuzhen Chen, Youming Tao, Dongxiao Yu, Feng Li, Bei Gong, Xiuzhen Cheng.
    IEEE Internet of Things Journal, vol. 8, no. 5, pp. 3276-3286, 2021.

  17. Distributed Social Learning with Imperfect Information
    Yuan Yuan, Feng Li, Dongxiao Yu, Jichao Zhao, Jiguo Yu, Xiuzhen Cheng.
    IEEE Transactions on Network Science and Engineering, vol. 8, no. 2, pp. 841-852, 2021.

  18. Emotion Detection in Online Social Networks: A Multi-Label Learning Approach
    Xiao Zhang, Wenzhong Li, Haochao Ying, Feng Li, Siyi Tang, and Sanglu Lu.
    IEEE Internet of Things Journal, vol. 7, no. 9, pp. 8133-8143, 2020.

  19. Implementing Abstract MAC Layer in Dynamic Networks
    Dongxiao Yu, Yifei Zou, Jiguo Yu, Yong Zhang, Feng Li, Xiuzhen Cheng, Falko Dressler, and Francis C.M. Lau.
    IEEE Transactions on Mobile Computing, vol. 20, no. 5, pp. 1832-1845, 2021.

  20. Multi-Armed-Bandit-Based Spectrum Scheduling Algorithms in Wireless Networks: A Survey
    Feng Li, Dongxiao Yu, Huan Yang, Jiguo Yu, Karl Holger, and Xiuzhen Cheng.
    IEEE Wireless Communications Magazine, vol. 27, no. 1, pp. 24-30, 2020.

  21. Reliable Data Storage in Heterogeneous Wireless Sensor Networks by Jointly Optimizing Routing and Storage Node Deployment
    Huan Yang, Feng Li, Dongxiao Yu, Yifei Zou and Jiguo Yu.
    Tsinghua Science and Technology, vol. 26, no. 2, pp. 230-238, 2021.

  22. Data Aggregation in Wireless Sensor Networks: From the Perspective of Security
    Xiaowu Liu, Jiguo Yu, Feng Li, Weifeng Lv, Yinglong Wang, and Xiuzhen Cheng.
    IEEE Internet of Things Journal, vol. 7, no. 7, pp. 6495-6513, 2020.

  23. VisioMap: Lightweight 3D Scene Reconstruction towards Natural Indoor Localization
    Feng Li, Jie Hao, Jin Wang, Jun Luo, Ying He, Dongxiao Yu, and Xiuzhen Cheng.
    IEEE Internet of Things Journal, vol. 6, no. 5, pp. 8870-8882, 2019.

  24. Editorial: Green Computing in Wireless Sensor Networks
    Feng Li, Shibo He, Jun Luo, Mohan Gurusamy, and Junshan Zhang.
    Computer Networks, vol. 150, pp. 266-268, 2019.

  25. Trinity: Enabling Self-Sustaining WSNs Indoors with Energy-Free Sensing and Networking
    Feng Li, Yanbing Yang, Zicheng Chi, Liya Zhao, Yaowen Yang, and Jun Luo.
    ACM Transactions on Embedded Computing Systems, vol. 17, no. 2, pp. 57:1-57:27, 2018. [PDF]

  26. CS-CNN: Enabling Robust and Efficient Conventional Neural Networks Inference for Internet-of-Things Applications
    Yiran Shen, Tao Han, Qing Yang, Yong Wang, Feng Li, and Hongkai Wen
    IEEE ACCESS, vol. 6, pp. 13439-13448, 2018. [PDF]

  27. ART: Adaptive fRequency-Temporal co-existing of ZigBee and WiFi
    Feng Li, Jun Luo, Gaotao Shi, and Ying He.
    IEEE Transactions on Mobile Computing, vol. 16, no. 3, pp. 662-674, 2017. [PDF]

  28. Superpixels of RGB-D Images for Indoor Scenes Based on Weighted Geodesic Driven Metric
    Xiao Pan, Yuanfeng Zhou, Feng Li, and Caiming Zhang
    IEEE Transactions on Visualization and Computer Graphics, vol. 23, no. 10, pp. 2342-2356, 2017. [PDF]

  29. CS2-collector: A New Approach for Data Collection in Wireless Sensor Networks based on Two Dimensional Compress Sensing
    Yong Wang, Zhuoshi Yang, Jianpei Zhang, Feng Li, Hongkai Wen, and Yiran Shen
    Sensors, vol. 16, no. 8, pp. 1318-1333, 2016.[PDF]

  30. Autonomous Deployment of Wireless Sensor Networks for Optimal Coverage with Directional Sensing Model
    Feng Li, Jun Luo, Shiqing Xin, and Ying He
    Computer Networks, vol. 108, no. 24, pp. 120-132, 2016. [PDF]

  31. Autonomous Deployment for Load Balancing k-Surface Coverage in Sensor Networks
    Feng Li, Jun Luo, Wenping Wang, and Ying He.
    IEEE Transactions on Wireless Communications, vol. 14, no. 1, pp. 279-293, 2015. [PDF]

  32. GRIP: Greedy Routing through dIstributed Parametrization for Guaranteed Delievery in 2D/3D Sensor Networks
    Minqi Zhang, Feng Li, Ying He, Juncong Lin, Xianfeng David Gu, and Jun Luo
    Wireless Networks, vol. 21, no. 1, pp. 67-80, 2015. [PDF]

  33. LBDP: Localized Boundary Detection and Parametrization for 3D Sensor Networks
    Feng Li, Chi, Zhang, Jun Luo, Shiqing Xin, and Ying He
    IEEE/ACM Transactions on Networking, vol. 22, no. 2, pp. 567-579, 2014. [PDF]

  34. Constructing C1 triangular patch of degree six by the Boolean sum of an approximation operator and an interpolation operator
    Feng Li, Caiming Zhang, Xingqiang Yang, and Peipei Li
    Applied Mathematical Modelling, vol. 35, no. 8, pp. 4058-4070, 2011.

Conference Publications

  1. Fairness in Streaming Submodular Maximization Subject to a Knapsack Constraint
    Shuang Cui, Kai Han, Shaojie Tang, Feng Li, and Jun Luo.
    In Proceedings of The 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD'24), Barcelona, Spain, August 25-29, 2024.

  2. Time Fairness-Based Application Offloading in Mobile Edge Computing with Individual QoS Guarantee
    Mengwei Xie, Lizhen Cui, Jianxiong Liu, Wei Guo, and Feng Li.
    In Proceedings of The 21st IEEE International Symposium on Parallel and Distributed Processing with Applications (ISPA'23), Wuhan, China, December 21-24, 2023.

  3. Ginver: Generative Model Inversion Attacks Against Collaborative Inference
    Yupeng Yin, Xianglong Zhang, Huanle Zhang, Feng Li, Yue Yu, Xiuzhen Cheng, Pengfei Hu.
    In Proceedings of The 32nd ACM Web Conference (WWW'23), Austin, TX, USA, April 30 - May 4, 2023.

  4. PPAR: A Privacy-Preserving Adaptive Ranking Algorithm for Multi-Armed-Bandit Crowdsourcing
    Shuzhen Chen, Dongxiao Yu, Feng Li, Zongrui Zou, Weifa Liang, and Xiuzhen Cheng.
    In Proceedings of The 30th IEEE/ACM International Symposium on Quality of Service (IWQoS'22), Oslo, Norway, June 10-12, 2022

  5. Fault-Tolerant Consensus in Wireless Blockchain System
    Yifei Zou, Yufan Li, Dongxiao Yu, Feng Li, Yanwei Zheng, Yan Zhang.
    In Proceedings of The 16th International Conference on Wireless Algorithms, Systems and Applications (WASA’ 21), Nanjing, China, June 25-27, 2021.

  6. Distributed Scheduling Algorithm for Optimizing Age of Information in Wireless Networks
    Dongxiao Yu, Xinpeng Duan, Feng Li, Yi Liang, Huan Yang and Jiguo Yu.
    In Proceedings of The 39th IEEE International Performance Computing and Communications Conference (IPCCC’ 20), Austin, Texas, USA, November 6-8, 2020. (To appear) [Best Paper Award]

  7. On-Line Learning-Based Allocation of Base Stations and Channels in Cognitive Radio Networks
    Zhengyang Liu, Feng Li, Dongxiao Yu, Holger Karl and Hao Sheng.
    In Proceedings of The 15th International Conference on Wireless Algorithms, Systems and Applications (WASA’ 20), pp. 346-358, Qingdao, China, September 13-15, 2020.

  8. Learning-Aided Mobile Charging for Rechargeable Sensor Networks
    Xinpeng Duan, Feng Li, Dongxiao Yu, Huan Yang and Hao Sheng.
    In Proceedings of The 15th International Conference on Wireless Algorithms, Systems and Applications (WASA’ 20), pp. 85-96, Qingdao, China, September 13-15, 2020.

  9. Consensus in Wireless Blockchain System
    Qiang Xu, Yifei Zou, Dongxiao Yu, Minghui Xu, Shikun Shen and Feng Li.
    In Proceedings of The 15th International Conference on Wireless Algorithms, Systems and Applications (WASA’ 20), pp. 568-579, Qingdao, China, September 13-15, 2020.

  10. Distributed Core Decomposition in Probabilistic Graphs
    Qi Luo, Dongxiao Yu, Feng Li, Zhenhao Dou, Zhipeng Cai, Jiguo Yu, and Xiuzhen Cheng
    In Proceedings of The 8th International Conference on Computational Data and Social Networks (CSoNet’19), pp. 16-32, Ho Chi Minh City, Vietnam, November 18-20, 2019. [Best Paper Award][PDF]

  11. Optimal Distributed Leader Election without Decoding
    Dongxiao Yu, Yifei Zou, Yong Zhang, Feng Li, Shikun Shen, and Falko Dressler
    In Proceedings of the International Conference on Identification, Information & Knowledge in the Internet of Things (IIKI’19), Jinan, China, October 25-27, 2019. [Best Paper Award][PDF]

  12. Joint Optimization of Routing and Storage Node Deployment in Heterogeneous Wireless Sensor Networks towards Reliable Data Storage
    Feng Li, Huan Yang, Yifei Zou, Dongxiao Yu, and Jiguo Yu
    In Proceedings of The 14th International Conference on Wireless Algorithms, Systems and Applications (WASA’19), pp. 162-174, Hawaii, USA, June 24-26, 2019. [Best Paper Nominee][PDF]

  13. Fast Fault-Tolerant Sampling via Random Walk in Dynamic Networks
    Yuan Yuan, Feng Li, Dongxiao Yu, Jiguo Yu, Weifeng Lv, and Xiuzhen Cheng
    In Proceedings of The 39th IEEE International Conference on Distributed Computing Systems (ICDCS’19), pp. 536-544, Dallas Texas, USA, July 7-10, 2019. (To appear) [Acceptance Ratio = 19.6%][PDF]

  14. Distributed Dominating Set and Connected Dominating Set Construction in the Dynamic SINR Model
    Dongxiao Yu, Yifei Zou, Yong Zhang, Feng Li, Jiguo Yu, Yu Wu, Xiuzhen Cheng, and Francis C.M. Lau
    In Proceedings of The 33rd IEEE Parallel and Distributed Processing Symposium (IPDPS’19), pp. 835-844, Rio de Janeiro, Brazil, May 20-24, 2019. [Acceptance Ratio = ][PDF]

  15. iLocScan: Harnessing Multipath for Simultaneous Indoor Source Localization and Space Scanning
    Chi Zhang, Feng Li, Jun Luo, and Ying He
    In Proceedings of The 12th ACM Conference on Embedded Networked Sensor Systems (SenSys’14), pp. 91-104, Memphis, TN, November 3-6, 2014. [Acceptance Ratio = 21/117 (18%)][PDF]

  16. Powering Indoor Sensing with Airflows: A Trinity of Energy Harvesting, Synchronous Duty-Cycling, and Sensing
    Tianyu Xiang, Zicheng Chi, Feng Li, Jun Luo, Lihua Tang, Liya Zhao, and Yaowen Yang
    In Proceedings of The 11th ACM Conference on Embedded Networked Sensor Systems (SenSys’13), pp. 16:1-16:14, Rome, Italy, November 11-14, 2013. [Acceptance Ratio = 21/123 (17%)][PDF]

  17. Demo Abstract: Powering Indoor Sensing with Airflows - A Trinity of Energy Harvesting, Synchronous Duty-Cycling, and Sensing
    Feng Li, Tianyu Xiang, Zicheng Chi, Jun Luo, Lihua Tang, Liya Zhao, Yaowen Yang
    In Proceedings of The 11th ACM Conference on Embedded Networked Sensor Systems (SenSys’13), pp. 73:1–73:2, Rome, Italy, November 11-14, 2013.[PDF]

  18. FAVOR: Frequency Allocation for Versatile Occupancy of spectRum in Wireless Sensor Networks
    Feng Li, Jun Luo, Gaotao Shi, and Ying He
    In Proceedings of The 14th ACM International Symposium on Mobile Ad Hoc Networking and Computing (MobiHoc'13), pp. 39-48, Bangalore, India, July 19 - August 1, 2013. [Acceptance Ratio = 24/234 (10%)] [PDF]

  19. Harmonic Quorum Systems: Data Management in 2D/3D Wireless Sensor Networks with Holes
    Chi Zhang, Jun Luo, Liu Xiang, Feng Li, Juncong Lin, and Ying He
    In Proceedings of The 9th IEEE Communications Society Conference on Sensor and Ad Hoc Communications and Networks (SECON'12), pp. 1-9, Seoul, Korea, June 18-21, 2012. [Acceptance Ratio = 68/350 (19%)] [PDF]

  20. LAACAD: Load bAlancing k-Area Coverage through Autonomous Deployment in Wireless Sensor Networks
    Feng Li, Jun Luo, Shiqing Xin, Wenping Wang, and Ying He
    In Proceedings of The 32nd IEEE International Conference on Distributed Computing Systems (ICDCS'12), pp. 566-575, Macau, China, June 18-21, 2012. [Acceptance Ratio = 71/515 (13%)] [PDF]

  21. UNFOLD: UNiform Fast On-Line Boundary Detection for Dynamic 3D Wireless Sensor Networks
    Feng Li, Jun Luo, Chi Zhang, Shiiqng Xin, and Ying He
    In Proceedings of The 12th ACM International Symposium on Mobile Ad Hoc Networking and Computing (MobiHoc'11), pp. 14:1-14:11, Paris, France, May 16-19, 2011 . [Acceptance Ratio = 25/127 (19%)] [PDF]

  22. 3DQS: Distributed Data Access in 3D Wireless Sensor Networks
    Jun Luo, Feng Li, and Ying He.
    In Proceedings of IEEE International Conference on Communications (ICC’11), pp. 1-5, Kyoto, Japan, June 5-9, 2011. [Acceptance Ratio = 25/127 (19%)] [PDF]

  23. Interpolation to C1 Boundary Conditions by Polynomial of Degree Six
    Caiming Zhang, Feng Li, Dongmei Niu, and Xingqiang Yang
    In Proceedings of IEEE International Conference on Shape Modeling and Applications (SMI'09), pp. 126-131, Beijing, China, June 26-28, 2009. [PDF]

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