Youqi Li (黎有琦)

Youqi Li (黎有琦)

Assistant Professor at Beijing Institute of Technology

Publications

Book Chapter

  1. Youqi Li, Fan Li, Song Yang, and Chuan Zhang. “Incentive Mechanism for Mobile Crowdsensing: A Game-theoretic Approach”. Springer, 2024, ISBN: 978-981-99-6920-3.
  2. Chuan Zhang, Tong Wu, Youqi Li, and Liehuang Zhu. “Privacy-Preserving in Mobile Crowdsensing”. Springer, 2023, ISBN: 978-981-19-8317-7.

Journal Publications

  1. Youqi Li, Fan Li, Song Yang, Chuan Zhang, Liehuang Zhu, and Yu Wang. “A Cooperative Analysis to Incentivize Communication-Efficient Federated Learning”. IEEE Transactions on Mobile Computing (TMC), 2024, Early Access. (CCF A)
  2. Youqi Li, Fan Li, Lixing Chen, Liehuang Zhu, Pan Zhou, and Yu Wang. “Power of Redundancy: Surplus Client Scheduling for Federated Learning against User Uncertainties”. IEEE Transactions on Mobile Computing (TMC), 22(9): 5449 - 5462, 2023. (CCF A)
  3. Youqi Li, Fan Li, Song Yang, Pan Zhou, Liehuang Zhu, and Yu Wang. “Three-stage Stackelberg long-term incentive mechanism and monetization for crowdsensing: An Online Learning Approach”. IEEE Transactions on Network Science and Engineering (TNSE), 8(2): 1385 - 1398, 2021. (SCI)
  4. Youqi Li, Fan Li, Liehuang Zhu, Huijie Chen, Ting Li, and Yu Wang. “Fair Incentive Mechanism with Imperfect Quality in Privacy- Preserving Crowdsensing”. IEEE Internet of Things Journal, 9(19):19188-200, 2022. (SCI)
  5. Youqi Li, Fan Li, Song Yang, Yue Wu, Huijie Chen, Kashif Sharif, and Yu Wang. “MP-Coopetition: Competitive and Cooperative Mechanism for Multiple Platforms in Mobile Crowd Sensing”. IEEE Transactions on Services Computing (TSC), 14(6): 1864 - 1876, 2019. (CCF A)
  6. Youqi Li, Fan Li, Song Yang, Huijie Chen, Qian Zhang, Yue Wu, and Yu Wang. “PTASIM: Incentivizing Crowdsensing With POI-Tagging Cooperation Over Edge Clouds”. IEEE Transactions on Industrial Informatics (TII), 16(7): 4823 - 4831, 2019. (SCI)
  7. Youqi Li, Fan Li, Liehuang Zhu, Karshif Sharif, and Huijie Chen. “A Two‑tiered Incentive Mechanism Design for Federated Crowd Sensing”. CCF Transactions on Pervasive Computing and Interaction (TPCI), 4(4): 339 - 356
  8. Junheng Wang, Fan Li, Song Yang, Youqi Li, and Yu Wang. “A Real-Time Bike Trip Planning Policy With Self-Organizing Bike Redistribution”. IEEE Transactions on Intelligent Transportation Systems (TITS), 23(8):10646-10661, 2021. (CCF B, SCI)
  9. Fan Li, Huijie Chen, Xiaoyu Song, Qian Zhang, Youqi Li, and Yu Wang. “CondioSense: High-quality Context-aware Service for Audio Sensing System via Active Sonar”. Personal and Ubiquitous Computing, 21(1): 17-29, 2017. (CCF C, SCI)
  10. Haotian Liang, Youqi Li, Chuan Zhang, Ximeng Liu, and Liehuang Zhu. “EGIA: An External Gradient Inversion Attack in Federated Learning”. IEEE Transactions on Information Forensics and Security (TIFS), 18: 4984 - 4995, 2023. (CCF A, SCI Q1)
  11. Qiuyang Zeng, Fan Li, Zhiyuan Zhao, Youqi Li, Yu Wang. “AcouWrite: Acoustic-based Handwriting Recognition on Smartphones”. IEEE Transactions on Mobile Computing (TMC), 2024, Early Access. (CCF A)
  12. Lixing Chen, Yang Bai, Pan Zhou, Youqi Li, Zhe Qu, Jie Xu. “On Adaptive Edge Microservice Placement: A Reinforcement Learning Approach Endowed with Graph Comprehension”. IEEE Transactions on Mobile Computing (TMC), 1–15, 2024.

Conference Publications

  1. Jin Liu, Xiaokang Pan, Junwen Duan, Hongdong Li, Youqi Li, and Zhe Qu#. “Faster Stochastic Variance Reduction Methods for Compositional MiniMax Optimization”. In the AAAI Conference on Artificial Intelligence (AAAI), 2024. (CCF A)
  2. Rixin Xu, Qing Li, Wenqiang Cao, Jingbo Yan, Youqi Li. “An Adaptive Differential Private Federated Learning in Secure IoT”. In IEEE International Conference on Advanced Cloud and Big Data (CBD), 2023
  3. Wenqiang Cao, Qing Li, Siying Zhang, Rixin Xu, Youqi Li#. “STEP: generating Semantic Text Embedding with Prompt”. In IEEE International Conference on Advanced Cloud and Big Data (CBD), 2023
  4. Wenjie Qu*, Youqi Li*, Binghui Wang. “A Certified Radius-Guided Attack Framework to Image Segmentation Models”. In IEEE European Symposium on Security and Privacy (EuroSP), 2023
  5. Binghui Wang, Youqi Li, Pan Zhou. “Bandits for Structure Perturbation-based Black-box Attacks to Graph Neural Networks with Theoretical Guarantees”. In IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022
  6. Chuan Zhang, Haotian Liang, Youqi Li, Tong Wu, Liehuang Zhu, and Weiting Zhang. “Stealing Secrecy from Outside: A Novel Gradient Inversion Attack in Federated Learning”. In IEEE International Conference on Parallel and Distributed Systems (ICPADS), 2022
  7. Zhi Luo, Youqi Li, Lixing Chen, Zichuan Xu, Pan Zhou. “Action-Manipulation Attack and Defense to $\mathcal{X}$-Armed Bandits”. In IEEE International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom), 2022
  8. Zhi Luo, Youqi Li, Lixing Chen, Zichuan Xu, Pan Zhou. “Data Poisoning Attack to $\mathcal{X}$-Armed Bandits”. In IEEE International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom), 2022