个人简介：

温万里（wanli_wen@cqu.edu.cn），博士，副教授，硕士生导师。2019年6月获东南大学工学博士学位，2019年9月至2020年12月在新加坡科技与设计大学（SUTD）从事博士后工作，2021年1月加入重庆大学微电子与通信工程学院。主要研究兴趣包括全息通信、语义通信、边缘计算和缓存、联邦学习、物理层安全等。主持国家自然科学基金青年项目1项（2023-2025）、中国博士后科学基金面上项目1项（一等资助，2023-2024）、重庆市自然科学基金面上项目1项（全额资助，2021-2024）、重庆市留创计划1项（优秀资助，2021-2023）、国家重点实验室开放课题项目1项（2022-2023），企业横向课题1项（2021），主研国家重点研发计划青年科学家项目1项（排名第2，任务负责人，2024-2026），参与国家自然科学基金面上项目1项（2019-2022）。获得2022年度中国发明协会发明创业奖一等奖。已在信息与通信工程领域高水平学术期刊和国际会议上发表论文40余篇，申请国家发明专利13项，获权3项。

招生专业：

信息与通信工程（081000，学术硕士）；电子信息（085400，专业硕士）

招生方向：

1）全息通信

2）联邦学习

3）“通-感-算-存”一体化

科研兼职

1）Journal of Communications and Networks, 编辑, 2023-2025.

2）Journal of Computer Networks and Communications, 编辑, 2023-至今.

3）IET Signal Processing, 编辑, 2023-至今.

4）Sensors, 特刊编辑（Advanced Mobile Edge Computing in 5G Networks），2023.11至2024.08.

      特刊地址：Sensors | Special Issue : Advanced Mobile Edge Computing in 5G Networks (mdpi.com)   欢迎投稿！

部分代表性论文：

Journal Papers (Published/Accepted)

[1] M. Siew,  S. Sharma, K. Guo,  D. Cai, W. Wen, C. Joe-Wong,  T. Q.S. Quek, "Towards Effective Resource Procurement in MEC: a Resource Re-selling Framework", IEEE Transactions on Service Computing, 2023, to appear.

[2] Y. Jia, Z. Huang, K. Luo and W. Wen (corresponding author), "Lightweight Joint Source-Channel Coding for Semantic Communications," IEEE Communications Letters, doi: 10.1109/LCOMM.2023.3329533, to appear.

[3] X. Zhou, W. Xia, J. Zhang, W. Wen and H. Zhu, "Joint Optimization of Frame Structure and Power Allocation for URLLC in Short Blocklength Regime," IEEE Transactions on Communications, doi: 10.1109/TCOMM.2023.3311451, to appear.

[4] W. Wen, X. Peng, C. Chen, Y. Jia, J. Li and H. Haas, "Joint Optimization of Bitrate Selection and Beamforming for Holographic Video Cooperative Streaming in VLC Systems," IEEE Communications Letters, vol. 27, no. 10, pp. 2608-2612, Oct. 2023.

[5] Y. Wu, L. Liang, Y. Jia, W. Wen and Z. Chen, "Slicing Enabled Flexible Functional Split and Multi-dimensional Resource Provisioning in 5G-and-Beyond RAN," IEEE Transactions on Wireless Communications, doi: 10.1109/TWC.2023.3287276, to appear.

[6] X. Pu, T. Lei, W. Wen (corresponding author), W. Feng, Z. Wang, Q. Chen, S. Jin, "Incentive Mechanism and Resource Allocation for Collaborative Task Offloading in Energy-Efficient Mobile Edge Computing," IEEE Transactions on Vehicular Technology, vol. 72, no. 10, pp. 13775-13780, Oct. 2023.

[7] X. Lou, W. Xia, W. Wen (corresponding author), H. Zhao (corresponding author), X. Li, B. Wang, “Deep learning based beamforming for MISO systems with dirty‐paper coding,” Electronics Letters, vol. 59, no. 2, e12718, Jan. 2023, doi: 10.1049/ell2.12718.

[8] Z. Tian, Z. Chen, M. Wang, Y. Jia, W. Wen and S. Jin, "Reconfigurable Intelligent Surface-Assisted Secondary Communication System Coexisting With Multiple Primary Networks," IEEE Transactions on Cognitive Communications and Networking, vol. 9, no. 1, pp. 170-184, Feb. 2023, doi: 10.1109/TCCN.2022.3218789.

[9] W. Wen, K. Luo, L. Liu, Y. Zhang and Y. Jia, "Joint Trajectory and Pick-Up Design for UAV-Assisted Item Delivery Under No-Fly Zone Constraints," IEEE Transactions on Vehicular Technology, vol. 72, no. 2, pp. 2587-2592, Feb. 2023, doi: 10.1109/TVT.2022.3211990.

[10] J. Xie, Y. Jia, W. Wen, Z. Chen and L. Liang, "Dynamic D2D Multihop Offloading in Multi-Access Edge Computing From the Perspective of Learning Theory in Games," IEEE Transactions on Network and Service Management, vol. 20, no. 1, pp. 305-318, Mar. 2023, doi: 10.1109/TNSM.2022.3201470.

[11] C. Chen, R. Zheng, W. Wen, M. Liu, P. Du, Y. Yang, X. Ruan, "Hybrid 3DMA for multi-user MIMO-VLC," Journal of Optical Communications and Networking,” vol. 14, no. 10, pp. 780-791, Oct. 2022, doi: 10.1364/JOCN.468749.

[12] B. Qin, W. Wen (corresponding author), M. Liu, Y. Zhang, C. Chen, “Indoor MIMO-VLC Using Angle Diversity Transmitters,” Sensors, vol. 22, no. 14, pp. 5436, Jul. 2022, doi: 10.3390/s22145436.

[13] W. Wen, Y. Zhang, C. Chen, Y. Jia, L. Luo and L. Tang, "Quality- and Availability-Based Device Scheduling and Resource Allocation for Federated Edge Learning," IEEE Communications Letters, vol. 26, no. 11, pp. 2626-2630, Nov. 2022, doi: 10.1109/LCOMM.2022.3194558.

[14] J. Qian, Y. Lu, W. Wen and S. Wang, "An Efficient Spectrum Sharing Strategy for Radar and Communication With Space-Time Design," IEEE Transactions on Circuits and Systems II: Express Briefs, vol. 69, no. 11, pp. 4626-4630, Nov. 2022, doi: 10.1109/TCSII.2022.3194412.

[15] Z. Chen, Z. Chen, Z. Ren, L. Liang, W. Wen and Y. Jia, "Joint optimization of task caching, computation offloading and resource allocation for mobile edge computing," China Communications, vol. 19, no. 12, pp. 142-159, Dec. 2022, doi: 10.23919/JCC.2022.00.002.

[16] W. Wen, Z. Chen, H. H. Yang, W. Xia and T. Q. S. Quek, "Joint Scheduling and Resource Allocation for Hierarchical Federated Edge Learning," IEEE Transactions on Wireless Communications, vol. 21, no. 8, pp. 5857-5872, Aug. 2022, doi: 10.1109/TWC.2022.3144140.

[17] W. Wen, Y. Jia and W. Xia, "Joint scheduling and resource allocation for federated learning in SWIPT-enabled micro UAV swarm networks," China Communications, vol. 19, no. 1, pp. 119-135, Jan. 2022, doi: 10.23919/JCC.2022.01.010.

[18] Y. Jia, Y. Zhang, K. Luo, and W. Wen (corresponding author), “Drone-Fleet-Enabled Logistics: A Joint Design of Flight Trajectory and Package Delivery,” Sensors, vol. 22, no. 8, pp. 3056, Apr. 2022, doi: 10.3390/s22083056.

[19] B. Xu, W. Xia, W. Wen (corresponding author), P. Liu, H. Zhao (corresponding author) and H. Zhu, "Adaptive Hierarchical Federated Learning Over Wireless Networks," IEEE Transactions on Vehicular Technology, vol. 71, no. 2, pp. 2070-2083, Feb. 2022, doi: 10.1109/TVT.2021.3135541.

[20] Y. Nie, J. Chen, W. Wen, M. Liu, X. Deng, and C. Chen, “Orthogonal Subblock Division Multiple Access for OFDM-IM-Based Multi-User VLC Systems,” Photonics, vol. 9, no. 6, pp. 373, May 2022, doi: 10.3390/photonics9060373.

[21] T. Zhang, J. Zhou, Z. Chen, Z. Tian, W. Wen, Y. Jia, “Information freshness optimization of multiple status update streams in Internet of things: Generation rate control and service rate reservation,” Digital Communications and Networks, vol. 9, no. 4, pp. 971-980, May 2022, doi: 10.1016/j.dcan.2022.05.001.

[22] X. Pu, W. Feng, W. Wen (corresponding author) and Q. Chen, "Energy-Efficient Parallel Multi-Access Edge Computing in OFDMA Wireless Networks," IEEE Transactions on Vehicular Technology, vol. 70, no. 9, pp. 9613-9618, Sept. 2021, doi: 10.1109/TVT.2021.3089222.

[23] W. Xia, W. Wen, K. -K. Wong, T. Q. S. Quek, J. Zhang and H. Zhu, "Federated-Learning-Based Client Scheduling for Low-Latency Wireless Communications," IEEE Wireless Communications, vol. 28, no. 2, pp. 32-38, Apr. 2021, doi: 10.1109/MWC.001.2000252.

[24] Y. Fu, L. Salaün, X. Yang, W. Wen and T. Q. S. Quek, "Caching Efficiency Maximization for Device-to-Device Communication Networks: A Recommend to Cache Approach," IEEE Transactions on Wireless Communications, vol. 20, no. 10, pp. 6580-6594, Oct. 2021, doi: 10.1109/TWC.2021.3075278.

[25] X. Yang, Y. Fu, W. Wen, T. Q. S. Quek and Z. Fei, "Mixed-Timescale Caching and Beamforming in Content Recommendation Aware Fog-RAN: A Latency Perspective," IEEE Transactions on Communications, vol. 69, no. 4, pp. 2427-2440, Apr. 2021, doi: 10.1109/TCOMM.2020.3044074.

[26] Y. Fu, Q. Yu, T. Q. S. Quek and W. Wen, "Revenue Maximization for Content-Oriented Wireless Caching Networks (CWCNs) With Repair and Recommendation Considerations," IEEE Transactions on Wireless Communications, vol. 20, no. 1, pp. 284-298, Jan. 2021, doi: 10.1109/TWC.2020.3024644.

[27] W. Xia, T. Q. S. Quek, K. Guo, W. Wen, H. H. Yang and H. Zhu, "Multi-Armed Bandit-Based Client Scheduling for Federated Learning," IEEE Transactions on Wireless Communications, vol. 19, no. 11, pp. 7108-7123, Nov. 2020, doi: 10.1109/TWC.2020.3008091.

[28] L. Yang, F. -C. Zheng, W. Wen and S. Jin, "Analysis and Optimization of Random Caching in mmWave Heterogeneous Networks," IEEE Transactions on Vehicular Technology, vol. 69, no. 9, pp. 10140-10154, Sept. 2020, doi: 10.1109/TVT.2020.3001203.

[29] W. Wen, Y. Cui, T. Q. S. Quek, F. -C. Zheng and S. Jin, "Joint Optimal Software Caching, Computation Offloading and Communications Resource Allocation for Mobile Edge Computing," IEEE Transactions on Vehicular Technology, vol. 69, no. 7, pp. 7879-7894, Jul. 2020, doi: 10.1109/TVT.2020.2993359.

[30] W. Wen, C. Liu, Y. Fu, T. Q. S. Quek, F. -C. Zheng and S. Jin, "Enhancing Physical Layer Security of Random Caching in Large-Scale Multi-Antenna Heterogeneous Wireless Networks," IEEE Transactions on Information Forensics and Security, vol. 15, pp. 2840-2855, Dec. 2020, doi: 10.1109/TIFS.2020.2976961.

[31] W. Wen, Y. Fu, T. Q. S. Quek, F. -C. Zheng and S. Jin, "Joint Uplink/Downlink Sub-Channel, Bit and Time Allocation for Multi-Access Edge Computing," IEEE Communications Letters, vol. 23, no. 10, pp. 1811-1815, Oct. 2019, doi: 10.1109/LCOMM.2019.2927557.

[32] Y. Fu, W. Wen (corresponding author), Z. Zhao, T. Q. S. Quek, S. Jin and F. -C. Zheng, "Dynamic Power Control for NOMA Transmissions in Wireless Caching Networks," IEEE Wireless Communications Letters, vol. 8, no. 5, pp. 1485-1488, Oct. 2019, doi: 10.1109/LWC.2019.2923410.

[33] W. Wen, Y. Cui, F. -C. Zheng, S. Jin and Y. Jiang, "Enhancing Performance of Random Caching in Large-Scale Heterogeneous Wireless Networks With Random Discontinuous Transmission," IEEE Transactions on Communications, vol. 66, no. 12, pp. 6287-6303, Dec. 2018, doi: 10.1109/TCOMM.2018.2863367.

[34] W. Wen, Y. Cui, F. -C. Zheng, S. Jin and Y. Jiang, "Random Caching Based Cooperative Transmission in Heterogeneous Wireless Networks," IEEE Transactions on Communications, vol. 66, no. 7, pp. 2809-2825, Jul. 2018, doi: 10.1109/TCOMM.2018.2808188.

Conference Papers

[1] K. Luo, W. Wen, and W. Xia, “Availability-Aware Group-Personalized Federated Learning in Wireless Edge Networks”, 2023 International Conference on Wireless Communications and Signal Processing (WCSP), to appear.

[2] Z. Tian, Z. Chen, M. Wang, Y. Jia and W. Wen, "Reconfigurable Intelligent Surface-Aided Spectrum Sharing Coexisting with Multiple Primary Networks," 2023 IEEE Wireless Communications and Networking Conference (WCNC), Glasgow, United Kingdom, 2023, pp. 1-6, doi: 10.1109/WCNC55385.2023.10118694.

[3] Y. Wu, L. Liang, Y. Jia, Z. Chen and W. Wen, "Slicing Enabled Flexible Functional Split and Resource Provisioning in 5G-and-Beyond RAN," 2023 IEEE Wireless Communications and Networking Conference (WCNC), Glasgow, United Kingdom, 2023, pp. 1-6, doi: 10.1109/WCNC55385.2023.10118844.

[4] L. Lai, F. -C. Zheng, W. Wen, J. Luo and G. Li, "Dynamic Content Caching Based on Actor-Critic Reinforcement Learning for IoT Systems," 2022 IEEE 96th Vehicular Technology Conference (VTC2022-Fall), London, United Kingdom, 2022, pp. 1-6, doi: 10.1109/VTC2022-Fall57202.2022.10013053.

[5] Y. Li, L. Liang, Y. Jia, W. Wen and Z. Chen, "The Capability-Security Trade-Off of Blockchain for Data Sharing at the Network Edge," GLOBECOM 2022 - 2022 IEEE Global Communications Conference, Rio de Janeiro, Brazil, 2022, pp. 2188-2193, doi: 10.1109/GLOBECOM48099.2022.10001240.

[6] W. Wen, H. H. Yang, W. Xia and T. Q. S. Quek, "Towards Fast and Energy-Efficient Hierarchical Federated Edge Learning: A Joint Design for Helper Scheduling and Resource Allocation," ICC 2022 - IEEE International Conference on Communications, Seoul, Korea, Republic of, 2022, pp. 5378-5383, doi: 10.1109/ICC45855.2022.9838950.

[7] B. Xu, W. Xia, W. Wen, H. Zhao and H. Zhu, "Optimized Edge Aggregation for Hierarchical Federated Learning," 2021 IEEE 94th Vehicular Technology Conference (VTC2021-Fall), Norman, OK, USA, 2021, pp. 1-5, doi: 10.1109/VTC2021-Fall52928.2021.9625432.

[8] W. Wen, Y. Jia and W. Xia, "Federated Learning in SWIPT-Enabled Micro-UAV Swarm Networks: A Joint Design of Scheduling and Resource Allocation," 2021 13th International Conference on Wireless Communications and Signal Processing (WCSP), Changsha, China, 2021, pp. 1-5, doi: 10.1109/WCSP52459.2021.9613446.

[9] L. Yang, F. -C. Zheng, W. Wen and S. Jin, "Analysis and Optimization of Random Caching in mmwave Heterogeneous Networks," 2019 IEEE 90th Vehicular Technology Conference (VTC2019-Fall), Honolulu, HI, USA, 2019, pp. 1-6, doi: 10.1109/VTCFall.2019.8891211.

[10] W. Wen, F. -C. Zheng, Y. Cui, S. Jin and Y. Jiang, "Cache-enabled heterogeneous wireless networks with random discontinuous transmission," 2018 IEEE Wireless Communications and Networking Conference (WCNC), Barcelona, Spain, 2018, pp. 1-6, doi: 10.1109/WCNC.2018.8377141.

[11] W. Wen, Y. Cui, F. -C. Zheng and S. Jin, "Random caching based cooperative transmission in heterogeneous wireless networks," 2017 IEEE International Conference on Communications (ICC), Paris, France, 2017, pp. 1-6, doi: 10.1109/ICC.2017.7997306.