Xiangpeng Hou (侯祥鹏) is a Ph.D. student (since 2023) at the School of Computer Science and Engineering, Nanjing University of Science and Technology, Nanjing, China, advised by Prof. Junlong Zhou (周俊龙). His current interests mainly focus on:

• Edge Intelligence (EI)
• Mobile Edge Computing (MEC)

Publications

• ILRM: Imitation Learning based Resource Management for Integrated CPU-GPU Edge Systems with Renewable Energy Sources [Link]
  Xiangpeng Hou, Junlong Zhou, Mingzhou Zhao, Liying Li, Peijin Cong, Zebin Wu, Shiyan Hu
  IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, vol. 44, no. 6, pp. 2392-2397, 2025. CCF A ESI Hot Paper ESI Highly Cited Paper

• 边缘智能与协同计算：前沿与进展 [Link]
  侯祥鹏，兰兰，陶长乐，寇小勇，丛佩金，邓庆绪，周俊龙
  《控制与决策》，vol. 39, no. 7, pp. 2385-2404, 2024. CAA A

• Quality of Experience and Reliability-Aware Task Offloading and Scheduling for Multi-User Mobile-Edge Computing Systems [Link]
  Junlong Zhou, Xiangpeng Hou, Yue Zeng, Weiming Jiang, Song Guo
  IEEE Transactions on Services Computing, vol. 18, no. 3, pp. 1683-1696, 2025. CCF A

• Air-FedGA: A Grouping Asynchronous Federated Learning Mechanism Exploiting Over-the-air Computation [Link]
  Qianpiao Ma, Junlong Zhou, Xiangpeng Hou, Jianchun Liu, Hongli Xu, Jianeng Miao, Qingmin Jia
  IEEE International Parallel and Distributed Processing Symposium (IPDPS), 2025. CCF B

• Multiserver Configuration for Cloud Service Profit Maximization in the Presence of Soft Errors based on Grouped Grey Wolf Optimizer [Link]
  Peijin Cong, Xiangpeng Hou, Minhui Zou, Jiangshan Dong, Mingsong Chen, Junlong Zhou
  Journal of Systems Architecture, vol.127, article no. 102512, 2022. CCF B

Submitted

中国专利

• [1] 周俊龙，侯祥鹏，丛佩金，基于顾客敏感性分析的云服务利润最优化方法及系统，ZL 202310107447.8，已授权.
• [2] 周俊龙，孙艺瑄，魏凌霄，杨萌萌，陆烨，侯祥鹏，自供能移动边缘计算场景中低延迟高可靠的任务卸载与调度方法，ZL 202411787972.X，已授权.

Honors and Awards

• 2024.11, 博士研究生一等奖学金
• 2023.12, iCAN大学生创新创业大赛“边缘AI+行业”挑战赛全国总决赛，全国一等奖
• 2023.11, 博士研究生二等奖学金
• 2023.03, 院长奖章
• 2022.11, 南京理工大学杰出志愿者
• 2022.10, 硕士研究生一等奖学金

Service

Reviewer

• International Journal of Machine Learning and Cybernetics
• Sustainable Computing: Informatics and Systems
• Journal of Circuits, Systems, and Computers
• IET Cyber-Physical Systems: Theory & Applications

TPC Member

• IEEE International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom), 2024-2025
• IEEE International Symposium on Parallel and Distributed Processing with Applications (ISPA), 2024-2025
• IEEE International Conference on Parallel and Distributed Systems (ICPADS), 2023
• IEEE International Conference on Internet of Things (iThings), 2024
• IEEE Conference on Green Computing and Communication (GreenCom), 2023-2024
• IEEE International Conference on Intelligent Technology and Embedded Systems (ICITES), 2022-2025