Dr. Jingwen Tong

Assistant Professor, Shenzhen University

Publication

Journal:

  1. S. Lian, J. Tong, J. Zhang, and L. Fu, “Intelligent Channel Allocation for IEEE 802.11be Multi-Link Operation: When MAB Meets LLM” in IEEE Journal on Selected Areas in Communications, May 2025. Paper, Code
  2. J. Tong, X. Li, L. Fu, J. Zhang, and K. Letaief, “A Federated Online Restless Bandit Framework for Cooperative Resource Allocation” in IEEE Transactions on Mobile Computing, doi: 10.1109/TMC.2024.3453250, 2024. Paper
  3. J. Shao, J. Tong, Q. Wu, W. Guo, Z. Li, Z. Lin, and J. Zhang, “WirelessLLM: Empowering Large Language Models Towards Wireless Intelligence” in Journal of Communications and Information Networks, 2024. Paper
  4. L. Fu, J. Tong, T. Lin, and J. Zhang, “Data-Driven Online Resource Allocation for User Experience Improvement in Mobile Edge Clouds,” in IEEE Transactions on Wireless Communications, doi: 10.1109/TWC.2024.3403996, 2024. Paper
  5. J. Tong, Z. Chen, L. Fu, J. Zhang, and Z. Han, “From Learning to Analytics: Improving Model Efficacy With Goal-Directed Client Selection,” in IEEE Transactions on Mobile Computing, doi: 10.1109/TMC.2024.3383038, 2024. Paper
  6. J. Tong, L. Fu, Y. Wang, and Z. Han, “Model-Based Thompson Sampling for Frequency and Rate Selection in Underwater Acoustic Communications,” in IEEE Transactions on Wireless Communications, vol. 22, no. 10, pp. 6946-6961, Oct. 2023. Paper
  7. J. Tong, L. Fu, and Z. Han, “Age-of-Information Oriented Scheduling for Multi-Channel IoT Systems with Correlated Sources,” in IEEE Transactions on Wireless Communications, vol. 21, no. 11, pp. 9775-9790, Nov. 2022. Paper
  8. J. Tong, H. Zhang, L. Fu, A. Leshem, and Z. Han, “Two-Stage Resource Allocation in Reconfigurable Intelligent Surface Assisted Hybrid Networks via Multi-player Bandits,” in IEEE Transactions on Communications, vol. 70, no. 5, pp. 3526-3541, May 2022. Paper
  9. J. Tong, L. Fu, and Z. Han, “Throughput Enhancement of Full-Duplex CSMA Networks Using Multiplayer Bandits,” in IEEE Internet of Things Journal, vol. 8, no. 15, pp. 11807-11821, 1 Aug. 2021. Paper
  10. J. Tong, M. Jin, Q. Guo, and Y. Li, “Cooperative Spectrum Sensing: A Blind and Soft Fusion Detector,” in IEEE Transactions on Wireless Communications, vol. 17, no. 4, pp. 2726-2737, Apr. 2018. Paper
  11. J. Tong, M. Jin, Q. Guo, and L. Qu, “Energy Detection Under Interference Power Uncertainty,” in IEEE Communications Letters, vol. 21, no. 8, pp. 1887-1890, Aug. 2017. Paper

Conference:

  1. S. Lian, J. Tong, and L. Fu. Dynamic Channel Allocation via Bandit Learning for WiFi 7 Networks With Multi-Link Operation. IEEE Wireless Communications and Networking Conference (WCNC), Milan, Italy, 2025.
  2. C. Wen, J. Tong, Y. Hu, Z. Lin, and J. Zhang. WRF-GS: Wireless Radiation Field Reconstruction with 3D Gaussian Splatting, IEEE International Conference on Computer Communications (INFOCOM), London, UK, 2025. Paper, Code
  3. B. Liu, J. Tong, and J. Zhang. LLM-Slice: Dedicated 5G Wireless Network Slicing for Large Language Models, ACM Conference on Embedded Networked Sensor Systems (SenSys), Hangzhou, China, 2024.
  4. W. Ni, J. Tong, and L. Fu, “Online Resource Allocation for User Experience Improvement in Heterogeneous MEC Systems” GC 2024 - IEEE Global Communications Conference (GLOBECOM), Cape Town, South Africa, 2024.
  5. Z. Chen, J. Tong, L. Fu, and Z. Han, “Over-the-Air Computing Aided Federated Learning and Analytics via Belief Propagation Based Stochastic Bandits,” ICC 2022 - IEEE International Conference on Communications (ICC), 2022, pp. 2804-2809, doi: 10.1109/ICC45855.2022.9839106.
  6. J. Tong, S. Lai, L. Fu, and Z. Han, “Optimal Frequency and Rate Selection Using Unimodal Objective Based Thompson Sampling Algorithm,” ICC 2020 - IEEE International Conference on Communications (ICC), 2020, pp. 1-7, doi: 10.1109/ICC40277.2020.9148988.
  7. J. Tong, L. Fu, and Z. Han, “Throughput Enhancement of Full-Duplex CSMA Networks via Adversarial Multi-Player Multi-Armed Bandit,” GC 2019 - IEEE Global Communications Conference (GLOBECOM), 2019, pp. 1-6, doi: 10.1109/GLOBECOM38437.2019.9013810.

Patent:

  1. 岳蕾, 赖舒悦, 童景文, 付立群. 一种提升水声通信链路平均吞吐量的方法[P]. 福建省：CN111431628B,2021-07-06.
  2. 付立群, 童景文, 岳蕾. 一种利用MAB提升全双工CSMA网络吞吐量的方法[P]. 福建省：CN110233762B,2021-03-09.
  3. 童景文, 金明, 姚俊腾. 针对时间同步且不存在频偏情况下的OFDM信号频谱感知方法[P]. 浙江省：CN107196720B,2020-08-14.
  4. 姚俊腾, 金明, 童景文. 针对时间同步且存在频偏情况下的OFDM信号频谱感知方法[P]. 浙江省：CN107465473B,2020-07-03.
  5. 童景文, 金明. 一种基于软融合策略的盲协作频谱感知方法[P]. 浙江省：CN107770778B,2020-01-21.
  6. 付彩梅, 李有明, 童景文, 余明宸, 周桂莉. 一种基于比特交换的多用户电力线通信系统资源分配方法[P]. 浙江省：CN105656612B,2018-06-26.
  7. 童景文, 金明. 一种基于贝叶斯准则和能量检测法的频谱感知方法[P]. 浙江省：CN106788817A,2017-05-31.