---

Contact

Office: Room B509
Email: li.yuqing@whu.edu.cn

Google Scholar

For any student who is interested in working with me on analyzing, designing, and implementing large-scale distributed systems, including machine learning, data security and privacy, please feel free to shoot me an email. Students at all levels, both undergraduate and graduate students, are welcomed!

Research Interests

• Data Security and Privacy, e.g., Privacy-Preserving Computing, Private Inference
• Distributed Machine Learning, e.g., Federated Learning, Large Language Models
• Cloud and Edge Computing

Journal Paper

• MP-VRCR: A Multi-dimension and Priority-based Vehicle-Road Collaborative Routing Protocol
  Yujie Song, Yue Cao, Kai Jiang, Yuqing Li, Yuping Lai, and Lixin Wang
  IEEE Transactions on Vehicular Technology (TVT), 2023.


• SSA: Microsecond Level Clock Synchronization Based on Machine Learning for IoT Devices
  Zhuochen Fan, Yanwei Xu, Peng Liu, Xiaodong Li, Ruwen Zhang, Tong Yang, Wenfei Wu, Yuqing Li, Li Chen, and Gong Zhang
  IEEE Transactions on Instrumentation and Measurement (TIM), 2023.


• Cooperative Service Placement and Scheduling in Edge Clouds: A Deadline-Driven Approach
  Yuqing Li, Wenkuan Dai, Xiaoying Gan, Haiming Jin, Luoyi Fu, Huadong Ma, and Xinbing Wang
  IEEE Transactions on Mobile Computing (TMC), 2022, 21(10): 3519-3535. (CCF A)


• Learning-Aided Computation Offloading for Trusted Collaborative Mobile Edge Computing
  Yuqing Li, Xiong Wang, Xiaoying Gan, Haiming Jin, Luoyi Fu, and Xinbing Wang
  IEEE Transactions on Mobile Computing (TMC), 2020, 19(12), 2833-2849. (CCF A)


• An Intelligence-Driven Security-Aware Defense Mechanism for Advanced Persistent Threats
  Yuqing Li, Wenkuan Dai, Jie Bai, Xiaoying Gan, Jingchao Wang, and Xinbing Wang
  IEEE Transactions on Information Forensics and Security (TIFS), 2019, 14(3), 646-661. (CCF A)


• When Crowdsourcing Meets Social IoT: An Efficient Privacy-Preserving Incentive Mechanism
  Xiaoying Gan, Yuqing Li, Yixuan Huang, Luoyi Fu, and Xinbing Wang (First author is my co-advisor)
  IEEE Internet of Things Journal (IoT-J), 2019, 6(6), 9707-9721.


• Offloading in HCNs: CongestionAware Network Selection and User Incentive Design
  Yuqing Li, Bingyu Shen, Jinbei Zhang, Xiaoying Gan, Jingchao Wang, and Xinbing Wang
  IEEE Transactions on Wireless Communications (TWC), 2017, 16(10), 6479-6492. (CCF B)


• Social Crowdsourcing to Friends: An Incentive Mechanism for Multi-Resource Sharing
  Xiaoying Gan, Yuqing Li, Weiwei Wang, Luoyi Fu, and Xinbing Wang (First author is my co-advisor)
  IEEE Journal on Selected Areas in Communications (JSAC), 2017, 35(3), 795-808. (CCF A)


• A Contract-Based Incentive Mechanism for Delayed Traffic Offloading in Cellular Networks
  Yuqing Li, Jinbei Zhang, Xiaoying Gan, Luoyi Fu, Hui Yu, and Xinbing Wang
  IEEE Transactions on Wireless Communications (TWC), 2016, 15(8), 5314-5327. (CCF B)


• Cooperative Spectrum Sharing in D2D-Enabled Cellular Networks
  Chuan Ma, Yuqing Li, Hui Yu, Xiaoying Gan, Xinbing Wang, Yong Ren, Jun Jim Xu
  IEEE Transactions on Communications (TCOM), 2016, 64(10), 4394-4408. (CCF B)


• Markov approximation for multilayered selection in satellite network
  Li Yiqing, Yuqing Li, Gan Xiaoying, Wang Jingchao, Xu Youyun, and Wang Xinbing
  Journal of Communications and Information Networks (JCIN), 2016, 1(3), 23-31.

Conference Paper

(* corresponding author)

• On Pipelined GCN with Communication-Efficient Sampling and Inclusion-Aware Caching
  Shulin Wang, Qiang Yu, Xiong Wang, Yuqing Li, and Hai Jin
  IEEE Conference on Computer Communications (INFOCOM), 2024. (CCF A)


• Efficient and Straggler-Resistant Homomorphic Encryption for Heterogeneous Federated Learning
  Nan Yan, Yuqing Li*, Jing Chen, Xiong Wang, Jiannan Hong, Kun He, and Wei Wang
  IEEE Conference on Computer Communications (INFOCOM), 2024. (CCF A)


• AdvBinSD: Poisoning the Binary Code Similarity Detector via Isolated Instruction Sequences
  Xiaoyu Yi, Gaolei Li, Ao Ding, Yan Zheng, Yuqing Li, and Jianhua Li
  IIEEE International Conference on Security, Privacy, Anonymity in Computation and Communication and Storage (SpaCCS), 2023.


• FedMoS: Taming Client Drift in Federated Learning with Double Momentum and Adaptive Selection
  Xiong Wang, Yuxin Chen, Yuqing Li*, Xiaofei Liao, Hai Jin, and Bo Li
  IEEE Conference on Computer Communications (INFOCOM), 2023. (CCF A)


• Work-in-Progress: A Novel Clock Synchronization System for Large-Scale Clusters
  Zhuochen Fan, Xiaodong Li, Yanwei Xu, Yuqing Li, Tong Yang, and Steve Uhlig
  IEEE Real-Time Systems Symposium (RTSS), 2022. (CCF A)


• Heterogeneous Federated Learning for Balancing Job Completion Time and Model Accuracy
  Ruiting Zhou, Ruobei Wang, Jieling Yu, Bo Li and Yuqing Li
  IEEE International Conference on Parallel and Distributed Systems (ICPADS), 2022. (Outstanding Paper Runner-up Award)


• Online Cooperative Resource Allocation at the Edge: A Privacy-Preserving Approach
  Yuqing Li, Hok Chun Ng, Lin Zhang, and Bo Li
  IEEE International Conference on Network Protocols (ICNP), 2020. (CCF B)


• Fast Charging Station Placement With Elastic Demand
  Wenkuan Dai, Yuqing Li, Xiaoying Gan, and Gongquan Xie
  IEEE Global Communications Conference (GLOBECOM), 2018.


• Contract-Based Traffic Offoading over Delay Tolerant Networks
  Yuqing Li, Jinbei Zhang, Xiaoying Gan, Feng Yang, Hui Yu, and Xinbing Wang
  IEEE Global Communications Conference (GLOBECOM), 2015.

Professional Services

• Conference Organization
  • ACM Student Event Chair of ACM TURC 2024


• Program Committee Member
  • INFOCOM ICCN 2023, 2024
  • IEEE TrustCom, 2022, 2023
  • IEEE ISPA, 2023


• Reviewer
  • IEEE/ACM TON, IEEE JSAC, IEEE TMC, IEEE TIFS, IEEE TDSC, IEEE INFOCOM, IEEE ICDCS

Awards

• Wuhan Yingcai, 2022
• Outstanding Paper Runner-up Award in IEEE ICPADS 2022