XINGQIU
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Xingqiu He

Email: hexqiu@gamil.com

I am currently a Postdoctoral Researcher at Fudan University, focusing on Non-Terrestrial Networks. Prior to that, I was a research fellow at Singapore University of Technology and Design (SUTD). I received the B.S. degree in communication engineering and the Ph.D. degree in communication and information system from University of Electronic Science and Technology of China (UESTC) in 2015 and 2022, respectively. From December 2018 to June 2019, I joined Huawei Noah's Ark Lab as an intern, participating in exploratory research about neural architecture search. My research interests include mobile edge computing, reinforcement learning, semantic communication, and non-terrestrial networks.

Email  /  Google Scholar  /  Github

News

  • (May 2024) Our paper Deep Reinforcement Learning-Based Social Welfare Maximization for Collaborative Edge Computing received the best paper award of IEEE iWRF&AT 2024 (3/138).
  • (Jan 2024) Our paper Age-Based Scheduling for Mobile Edge Computing: A Deep Reinforcement Learning Approach has been accepted to TMC.
  • (Dec 2023) Our paper Exploiting Storage for Computing: Computation Reuse in Collaborative Edge Computing has been accepted to INFOCOM 2024.
  • (Nov 2023) I am going to join the INC Lab at Fudan University as a postdoc in Dec 2023.
  • Publications

    Journal Papers:

    1. PHandover: Parallel Handover in Mobile Satellite Network
      Jiasheng Wu, Shaojie Su, Wenjun Zhu, Xiong Wang, Jingjing Zhang, Xingqiu He, Yue Gao
      IEEE TMC 2025

    2. Age-Based Scheduling for Mobile Edge Computing: A Deep Reinforcement Learning Approach
      Xingqiu He, Chaoqun You, Tony Q. S. Quek
      IEEE TMC 2024 | paper | code

    3. An online auction-based incentive mechanism for soft-deadline tasks in Collaborative Edge Computing
      Xingqiu He, Yuhang Shen, Jing Ren, Sheng Wang, Xiong Wang, Shizhong Xu
      IEEE FGCS 2022 | paper | code

    4. Providing worst-case latency guarantees with collaborative edge servers
      Xingqiu He, Sheng Wang, Xiong Wang
      IEEE TMC 2021 | paper

    5. Peer offloading in mobile-edge computing with worst case response time guarantees
      Xingqiu He, Sheng Wang
      IEEE IoTJ 2020 | paper

    6. Estimating end-to-end available bandwidth with noises
      Rongping Lin, Xingqiu He, Sheng Wang, Shan Luo, Yong Xiao, Xiaoning Zhang
      IEEE Access 2017 | paper

    Conference Papers:

    1. GreenRAN: A Channel-Aware Green O-RAN Framework for NextG Mobile Systems
      Chaoqun You, Xingqiu He*, Yao Sun, Gang Feng, and Tony Q. S. Quek
      IEEE INFOCOM 2025

    2. Less is More: Channel-Aware Satellite Access Network Slicing
      Chaoqun You, Xingqiu He*, Peng Yang, Yueyue Dai, Kun Guo, and Tony Q. S. Quek
      IEEE ICCC 2024 | Best Paper Award

    3. A Re-Forwarding Based Mobility Management Scheme for LEO Mega Constellation Network
      Feng Tian, Wenqian Wang, Haiying Hu, Youlong Wu, Xingqiu He, and Yue Gao
      IEEE Globecom Workshop 2024

    4. Deep Reinforcement Learning-Based Social Welfare Maximization for Collaborative Edge Computing
      Xingqiu He, Chaoqun You, Yuhang Shen, Hongxi Zhu, Yueyue Dai, Yunlong Lu
      IEEE iWRF&AT 2024 | paper | Best Paper Award (3/138)

    5. SemSAN: Semantic Satellite Access Network Slicing for NextG Non-Terrestrial Networks
      Chaoqun You, Xingqiu He*, Yajing Zhang, Kun Guo, Yue Gao, Tony Q. S. Quek
      IEEE ICC 2024 | paper

    6. Exploiting Storage for Computing: Computation Reuse in Collaborative Edge Computing
      Xingqiu He, Chaoqun You, Tony Q. S. Quek
      IEEE INFOCOM 2024 | paper

    7. Sustainable Service-Oriented RAN Slicing for AI-Native 6G Networks
      Chaoqun You, Xingqiu He, Jingyi Xu, Peng Yang, Tony Q. S. Quek
      IEEE WiOpt workshop on Machine Learning in Wireless Communications (WMLC) 2023 | paper

    8. Age-based scheduling for monitoring and control applications in mobile edge computing systems
      Xingqiu He, Sheng Wang, Xiong Wang, Shizhong Xu, Jing Ren
      IEEE INFOCOM 2022 | paper

    9. Online scheduling for energy minimization in wireless powered mobile edge computing
      Xingqiu He, Yuhang Shen, Xiong Wang, Sheng Wang, Shizhong Xu, Jing Ren
      IEEE WCNC 2022 | paper

    10. A Shapley Value-Based Incentive Mechanism in Collaborative Edge Computing
      Xingqiu He, Xiong Wang, Sheng Wang, Shizhong Xu, Jing Ren, Ci He, Yasheng Zhang
      IEEE GLOBECOM 2021 | paper

    Services

  • Symposium Co-Chair for "Space-Air-Ground Integrated Networks", IEEE/CIC ICCC 2025

  • TPC Member, IEEE WF-IoT 2025
  • TPC Member, IEEE WCNC 2025 Workshop on Task-Oriented and Generative Communications for 6G
  • Reviewer of TMC, TWC, ACM MM, TVT, FGCS, etc.
  • Awards

  • IEEE iWRF&AT Best Paper Award, 2024
  • IEEE ICCC Best Paper Award, 2024
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