招生方向：水力发电系统监控与能源综合利用

  电子邮箱：rj_khc@ccit.edu.cn

2018.09-2022.06，吉林大学，计算机科学与技术学院，博士

2004.09-2007.07，吉林大学，计算机科学与技术学院，硕士

2000.09-2004.07，吉林大学，计算机科学与技术学院，学士

2025.10-至今，长春工程学院，计算机技术与工程学院，教授

2015.10-2025.09，长春工程学院，计算机技术与工程学院，副教授

2010.07-2015.09，长春工程学院，计算机技术与工程学院，讲师

2007.07-2010.06，长春工程学院，软件职业技术学院，助教

   主要研究领域为电力物联网边缘智能协同优化、综合能源系统调度与优化

主讲本科生专业核心课《移动互联网程序设计》

2023年，吉林省E类人才

2022年，吉林省科技进步二等奖，排名第5

2020年，吉林省科技进步三等奖，排名第4

2017年，吉林省科技进步三等奖，排名第5

2016年，吉林省科技进步二等奖，排名第7

1. 2025.1-2027.12，边缘计算协同感知的电力物联网异质任务服务质量优化方法研究，吉林省科技厅，主持。

2. 2025.1-2026.12，基于边缘智能的电力物联网异质任务代价最小化方法研究，吉林省教育厅（重点），主持。

3. 2021.7-2024.6，泛在电力物联网多节点的移动边缘数据卸载和能量感知关键技术研究，吉林省科技厅，主持。

4. 2020.1-2021.12，基于深度强化学习的泛在电力物联网多节点数据处理和能量感知关键技术研究，吉林省教育厅（重点），主持。

5. 2016.1-2017. 12，基于聚类分析的空中输电线路巡检图像异常检测技术研究，吉林省教育厅，主持。

6. 2014.11-2015-11，一种高压线异物入侵目标检测方法，国网松原电力公司，主持。

1. Method for computation offloading and resources allocation based on deep reinforcement learning, 卢森堡发明专利，2026.1授权 第1发明人。

2. 云边协同感知的电力物联网卸载策略及资源配置优化方法, 发明专利，2025.6授权 第1发明人。

3. 一种基于电力物联网缓存放置方法、系统、设备及介质 发明专利，2024.4授权 第1发明人。

4. 一种电力物联网任务卸载方法、系统、设备及介质, 发明专利，2024.3授权 第1发明人。

5. A Mobile Edge Computing Offloading Optimization Method Combined with Air and Ground, 卢森堡发明专利，2023.5授权 第1发明人。

1. Hongchang Ke, Yan Ding, Lin Pan, Yang Chen, Jia Zhao. Modular Deep Reinforcement Learning for Multi-Workload Offloading in Edge Networks. Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence, {IJCAI-25}, 2025, 8, 5527-5535, doi: 10.24963/ijcai.2025/615, CCF-A顶会.

2. Hongchang Ke, Jia Zhao, Yan Ding, Lin Pan. Hybrid deep reinforcement learning-based workload migrating and resource allocation policies for weighted cost minimization in edge collaboration networks. Future Generation Computer Systems (2026): 108002: 1-15. 中科院二区Top(CCF C), (SCI:WOS:001549874400001), IF=6.1.

3. Hongchang Ke, Jian Wang, Lingyue Deng, Yuming Ge, Hui Wang. Deep Reinforcement Learning-based Adaptive Computation Offloading for MEC in Heterogeneous Vehicular Networks. IEEE Transactions on Vehicular Technology. 2020, 69(7): 7916-7929. (SCI: WOS000549318100081). 中科院二区Top, IF=7.0.

4. Hongchang Ke, Hui Wang, Weijia Sun, Hongbin Sun. Adaptive computation offloading policy for multi-access edge computing in heterogeneous wireless networks. IEEE Transactions on Network and Service Management. 2022, 19(1): 289-305. 中科院二区(CCF C), (SCI:WOS:000767855700021),  IF=5.3.

5. Hongchang Ke, Hui Wang, and Hongbin Sun. Deep Reinforcement Learning-based Power Control and Bandwidth Allocation Policy for Weighted Cost Minimization in Wireless Networks. Applied Intelligence 53.22 (2023): 26885-26906.中科院二区(CCF C), (SCI:WOS:001062023900004),  IF=5.3

6. Hongchang Ke, Hui Wang, and Hongbin Sun. Medley deep reinforcement learning-based workload offloading and cache placement decision in UAV-enabled MEC networks. Complex & Intelligent Systems (2024) 10(2):3003-3023. 中科院二区, (SCI:WOS:001138611300002),  IF=5.0

7. Hongchang Ke, Hui Wang, Hongbin Sun et al. Deep Reinforcement Learning-based Task Offloading and Service Migrating Policies in Service Caching-assisted Mobile Edge Computing. China Communication. (2024), 21(4): 88-103. 中科院三区(CCF B), (SCI:WOS:001264007400016),  IF=4.1

8. Hongchang Ke, Hongbin Sun, Hongling Zhao, et al. Ice Cover Prediction for Transmission Lines Based on Feature Extraction and an Improved Transformer Scheme. Electronics 13.12 (2024): 2339.  1-15. 中科院三区, (SCI:WOS:001256098100001),  IF=2.9

9. Hongchang Ke, Jian Wang, Hui Wang. Joint Optimization of Data Offloading and Resource Allocation With Renewable Energy Aware for IoT Devices: A Deep Reinforcement Learning Approach. IEEE ACCESS.2019, 7: 179349-179363. (SCI: WOS000509483800158). 中科院二区, IF=3.745.

10. Hongchang Ke, Hui Wang, Kun Yang, Hongbin Sun. Service caching decision‐making policy for mobile edge computing using deep reinforcement learning. IET Communications. 2023, 17(3): 362-376. 中科院四区(CCF-C), (SCI: WOS: 000893384500001), IF=1.345.

11. Hongchang Ke, Hui Wang, and Hongbin Sun. Multi-Agent Deep Reinforcement Learning-Based Partial Task Offloading and Resource Allocation in Edge Computing Environment. Electronics 11.15 (2022): 2394 1-18. 中科院三区( SCI:WOS:000838974900001),  IF=2.690.

12. Jian Wang, Hongchang Ke, Xuejie Liu, Hui Wang. Optimization for computational offloading in multi-access edge computing: A deep reinforcement learning scheme. Computer Networks, 2022: 108690: 204 1-17. 中科院二区(CCF-B) ( SCI:WOS:000821038600004), IF=5.493.

13. Hongchang Ke, Hui Wang, Hongwei Zhao, Weijia Sun. Deep Reinforcement Learning-Based Computation Offloading and Resource Allocation in Security-Aware Mobile Edge Computing. Wireless Networks. 2021, 27(5): 3357–3373. 中科院三区(CCF C), (SCI: WOS000651330900001), IF=2.602.

14. Jian Wang, Yancong Wang, and Hongchang Ke*. Joint Optimization for MEC Computation Offloading and Resource Allocation in IoV Based on Deep Reinforcement Learning. Mobile Information Systems. 2022 (2022) 1-11. 中科院四区( SCI:WOS:000843315700005),  IF=1.863.

15. Hui Wang, Yang Jin, Hongchang Ke*. DDH-YOLOv5: improved YOLOv5 based on Double IoU-aware Decoupled Head for object detection. Journal of Real-Time Image Processing (2022): 1-11. (SCI: WOS:000840297000002). 中科院三区, IF=2.293.

16. Hui Wang, Hongchang Ke*, Weijia Sun. Unmanned-Aerial-Vehicle-Assisted Computation Offloading for Mobile Edge Computing Based on Deep Reinforcement Learnin. IEEE ACCESS. 2020, 8: 180784-180798. (SCI: WOS000579614700001). 中科院二区, IF=3.745.

17. Yancong Wang, Jian Wang, Hongchang Ke*, et al. COPP-DDPG: Computation Offloading with Privacy Preservation in a Vehicular Edge Network. Applied Sciences, 2022, 12(24): 12522. (SCI:WOS:000900235100001). 中科院三区, IF=2.838.

18. Hui Wang, Boxin Dong, Hongchang Ke*, et al. A novel image shift encryption algorithm based on the dynamic Joseph ring problem. Multimedia Tools and Applications, 2023: 1-31. (SCI:WOS:000954481800001). 中科院四区(CCF-C), IF=2.580.

19. Hongbin Sun, Qiuchen Shen, Hongchang Ke*, et al. Power transmission lines foreign object intrusion detection method for drone aerial images based on improved yolov8 network. Drones, 2024, 8(8): 346.(SCI:WOS:001305426800001). 中科院二区, IF=4.8.