陈龙 副教授

 ·科研方向：移动计算、车联网、5G/6G网络优化、深度强化             学习、近似算法与博弈论等

 ·联系方式：ustchenlong@gdut.edu.cn   

 教育背景:

   2011.09 - 2016.06    中国科学技术大学计算机科学与技术 博士

 工作经历:

   2019.03 - 至今      广东工业大学计算机学院 副教授

   2018.08 - 2019.03   香港科技大学 电子及计算机工程学系访问研究 

            合作教授：Jun  Zhang

  2016.06 - 2018.08     广东工业大学控制科学与工程博士后流动站

            优秀博士后 合作教授：武继刚

 发表论文:

1. L. Chen, J. Wu, X. Zhang, G. Zhou, TARCO: Two-Stage Auction for D2D Relay Aided Computation Resource Allocation in HetNet, IEEE Transactions on Services Computing, 14(1), pp.286-299, 2021

2. L. Chen, M. Yao, Y. Wu, J. Wu, EECDN: Energy-efficient Cooperative DNN Edge Inference in Wireless Sensor Networks, ACM Transactions on Internet Technology, 22(4), pp.1-30, 2022

3. L. Chen, HN. Dai , X. Yuan, J. Huang, Y. Wu and J. Wu. D-SPAC: Double-Sided Preference-Aware Carpooling of Private Cars for Maximizing Passenger Utility. IEEE Transactions on Intelligent Transportation Systems, 2024.

4. L. Chen, J. Wu, J. Zhang, H-N Dai, X. Long and M. Yao, Dependency-Aware Computation Offloading for Mobile Edge Computing with Edge-Cloud Cooperation, IEEE Transactions on Cloud Computing, 10(4), pp. 2451 – 2468, 2022.

5. L. Chen, J. Wu, H-N Dai and X. Huang, BRAINS: Joint Bandwidth-Relay Allocation in Multi-Homing Cooperative D2D Network，IEEE Transactions on Vehicular Technology,67(6), pp. 5387-5398, June 2018

6. L. Chen, S. Zheng, Y. Wu, H-N Dai, J. Wu, Resource and Fairness-Aware Digital Twin Service Caching and Request Routing With Edge Collaboration, IEEE Wireless Communications Letters, pp. 1-5, July 2023, doi: 10.1109/LWC.2023.3298200.

7. M. Yao, L. Chen（通讯作者）, Y. Wu, J. Wu, Loading Cost-Aware Model Caching And Request Routing In Edge-enabled Wireless Sensor Networks，The Computer Journal, July, 2022, doi: 10.1093/comjnl/bxac088

8. Y. Wu, J. Wu, L. Chen, G. Zhou, J. Yan, Fog Computing Model and Efficient Algorithms for Directional Vehicle Mobility in Vehicular Network, IEEE Transactions on Intelligent Transportation Systems, vol. 22, no. 5, pp. 2599-2614, May 2021

9. Y. Wu, J. Wu, L. Chen, J. Yan, Y. Han, Load Balance Guaranteed Vehicle-to-Vehicle Computation Offloading for Min-Max Fairness in VANETs, IEEE Transactions on Intelligent Transportation Systems, accepted, Aug. 2021, doi: 10.1109/TITS.2021.3109154

10. J. Li, J. Wu, Long Chen, J. Li, S-K Lam, Blockchain-based Secure Key Management for Mobile Edge Computing, IEEE Transactions on Mobile Computing, accepted, Mar. 2021, doi: 10.1109/TMC.2021.3068717

11. L. Chen, J. Wu, G. Zhou, L. Ma, QUICK: QoS-guaranteed Efficient Cloudlet Placement in Wireless Metropolitan Area Networks, The Journal of Supercomputing, 74(8), 4037-4059, Aug 2018

12. L. Chen, J. Wu, J. Zhang, Long-term optimization for MEC-enabled HetNets with device–edge–cloud collaboration, Computer Communications, vol. 166, Jan. 2021, pp. 66-80

13. J. Wu, L. Chen, X. Wang, G. Jiang, S-K Lam, T. Srikanthan, Algorithms for Replica Placement and Update in Tree Network, The Computer Journal, 61(2), pp.293-287 Feb 2018

14. Y. Wu, J. Yan, L. Chen, J. Wu, Y. Li, Efficient Parameter Server Placement for Distributed Deep Learning in Edge Computing, The Computer Journal, Oct. 2021, accepted

15. Z. Chen, X. Long, L. Chen, Y. Wu, J. Wu, S. Liu, Intra-cluster Aggregation Aware Routing for Distributed Training in WSNs, Concurrency and Computation: Practice and Experience，accepted，2021, 07

16. X. Liu, J. Wu, L. Chen, C. Xia, Y. Li. Combinatorial Double Auction for Resource Allocation in Mobile Blockchain Network, Wireless Network, Mar., 2021, accepted

17. X. Long, J. Wu, Y. Wu, L. Chen, Y. Li, Context Switch Cost Aware Joint Task Merging and Scheduling for Deep Learning Applications. Parallel Computing, 2021, 102:1-13.

18. Y. Wu, J. Wu, L. Chen, J. Yan, Y. Luo, Efficient Task Scheduling for Servers with Dynamic States in Vehicular Edge Computing, Computer Communication, 2020, vol.150, pp.245-253, 2020

 科研项目:

1. 中国博士后科学基金面上项目“异构网络移动边缘计算负载迁移技术研究”（No. 2017M622632）主持

2. 国家自然科学基金青年基金“异构网络移动云计算资源配置与计算迁移技术研究”（ No. 61702115）主持

3. 广东省自然科学基金青年提升项目，“多维可靠性驱动的分布式边缘智能关键技术研究”（No. 2023A1515030183）主持

4. 广东省自然科学基金面上项目，“智能网联汽车多模态感知分布式学习优化技术研究”（No. 2022A1515010895）主持

5. 广州市自然科学基金面上项目，“车联网动态参数服务器部署与学习任务卸载”（No. 202102020248）主持