所属学院： |
计算机学院 |
导师类别： |
博士生导师、硕士生导师 |
研究方向： |
人工智能物联网，边缘计算，大模型加速，模型推理，分布式计算等 |
联系方式： |
quanchen89@126.com |
个人简述
哈尔滨工业大学本科、硕士、博士，CCF和IEEE会员，香江学者，现任广东工业大学计算机学院副教授。研究方向包括物联网、无线网络、分布式计算，边缘AI等领域。曾在美国佐治亚州立大学和香港理工大学计算机系访学。获得了2018年ACM SIGCOM CHINA优秀博士学位论文和2018年CCF优秀博士学位论文提名奖, 以及1项广东省科技进步一等奖，并于2020年入选了“香江学者”计划。主持了国家自然科学基金面上、青年项目，广东省自然科学基金青年提升项目、面上项目，以及多项广州市自然科学基金项目。目前，已发表CCF A/B论文40篇，包括以第一作者发表CCF A论文16篇，CCF B 论文7篇，其中包括中国计算机学会（CCF）推荐的A 类期刊《IEEE/ACM Transactions on Networking》和《IEEE Transactions on Mobile Computing》以及中国计算机学会推荐的A类会议《IEEE INFOCOM》等。目前担任《IEEE Open Journal of the Computer Society》的Associate Editor，并且担任过ICDCS, IPCCC,SECON等国际会议的TPC，以及TON，TMC，TOC，INFOCOM，ICDCS等知名期刊和会议的论文的审稿。
教育背景
2006年9月——2010年7月 哈尔滨工业大学 计算机科学与技术专业 学士学位
2010年9月——2012年7月 哈尔滨工业大学 计算机科学与技术专业 硕士学位
2012年9月——2017年7月 哈尔滨工业大学 计算机软件与理论 博士生
工作经历
2017年9月——至今 广东工业大学
2018年10月—-2020年9月 美国佐治亚州立大学 博士后
主要论文：
https://scholar.google.com/citations?hl=zh-CN&user=6n2vc3AAAAAJ&view_op=list_works&sortby=pubdate（详见Google Scholar）
[1]Jing Li, Jianping Wang, Weifa Liang, Quan Chen, Sajal K Das, Xiaohua Jia, Digital Twin Freshness Maximization in Edge Computing, IEEE Transactions on Services Computing, 2026.（中国计算机学会推荐A类期刊）
[2]Quan Chen, Ming Yi, Jing Li, Ning Li, Hong Gao, and Zhipeng Cai. “Optimal and Approximate Parallelism-based Computation Offloading Algorithms for Real-Time Multimodal Learning at the Edge,” IEEE International Conference on Computer Communications (INFOCOM), 2025. （中国计算机学会推荐A类会议）
[3]Yingyan Li, Quan Chen, Yuan Chai, Lianglun Cheng. “Improving Data Freshness for Digital Twin-Empowered Edge Computing,” IEEE International Conference on Computer Communications (INFOCOM Poster), 2025.
[4]Bingkun Yao, Hong Gao, Yang Zhang, Dongjing Miao, Quan Chen, Jianzhong Li, Minimizing the AoI for Pull-Based Target-Level Data Collection in Energy-Harvesting IoTs, IEEE Transactions on Mobile Computing, 2025.（中国计算机学会推荐A类期刊）
[5]Quan Chen, Song Guo, Wenchao Xu, Jing Li, Tuo Shi, Hong Gao, and Zhipeng Cai, “Average AoI Minimization with Directional Charging for Wireless-Powered Network Edge”, IEEE Transactions on Mobile Computing, 2025. （中国计算机学会推荐A类期刊）
[6]Quan Chen, Zhipeng Cai, Jing Li, Ning Li, Lianglun Cheng, Hong Gao, and Song Guo. “Structure-Adaptive and Power-Aware Broadcast Scheduling for Multihop Wireless-Powered IoT Networks.” ACM Trans. Sen. Netw. 21, 1, Article 4 (January 2025), 32 pages. （中国计算机学会推荐B类期刊）
[7]Jing Li, Song Guo, Weifa Liang, Jianping Wang, Quan Chen, Zicong Hong, Zichuan Xu, Wenzheng Xu, Bin Xiao，AoI-Aware Service Provisioning in Edge Computing for Digital Twin Network Slicing Requests, IEEE Transactions on Mobile Computing, vol. 23, no. 12, pp. 14607-14621, Dec. 2024. （中国计算机学会推荐A类期刊）
[8]Quan Chen, Jungen Xia, Jing Li, Yuan Chai, Hong Gao, Zhipeng Cai, “Average AoI Optimization at Wireless-Powered Network Edge with Stochastic Arrivals”, in 30th International Computing and Combinatorics Conference (COCOON2024),2024. (中国计算机学会推荐B类会议）
[9]Xin Yuan, Ning Li, Kang Wei, Wenchao Xu, Quan Chen, Hao Chen, Mobility and Cost Aware Inference Accelerating Algorithm for Edge Intelligence, IEEE Transactions on Mobile Computing,2024. （中国计算机学会推荐A类期刊）
[10]Jing Li, Song Guo, Weifa Liang, Jianping Wang, Quan Chen*, Wenchao Xu, Kang Wei, Xiaohua Jia, “Mobility-Aware Utility Maximization in Digital Twin-Enabled Serverless Edge Computing”, IEEE Transactions on Computers, vol. 73, no. 7, pp. 1837-1851, July 2024. （中国计算机学会推荐A类期刊）
[11]Jing Li, Song Guo, Weifa Liang, Jie Wu, Quan Chen, Zichuan Xu, Wenzheng Xu, Jianping Wang, AoI-Aware, Digital Twin-Empowered IoT Query Services in Mobile Edge Computing, IEEE/ACM Transactions on Networking, vol. 32, no. 4, pp. 3636-3650, Aug. 2024. （中国计算机学会推荐A类期刊）
[12]Quan Chen, Song Guo, Wenchao Xu, Jing Li, Kang Wei, Zhipeng Cai, Hong Gao. “Peak AoI Minimization With Directional Charging for Data Collection At Wireless-Powered Network Edge,” IEEE Transactions on Services Computing, vol. 17, no. 5, pp. 2747-2761, Sept.-Oct. 2024. （中国计算机学会推荐A类期刊）
[13]Quan Chen, Song Guo, Zhipeng Cai, Jing Li, Tuo Shi, Hong Gao, "Peak AoI Minimization at Wireless-Powered Network Edge: From the Perspective of Both Charging and Transmitting," in IEEE/ACM Transactions on Networking, 2023, doi: 10.1109/TNET.2023.3303266. （中国计算机学会推荐A类期刊）
[14]Quan Chen, Song Guo, Kaijia Wang, Wenchao Xu, Jing Li, Zhipeng Cai, Hong Gao, Albert Zomaya, “Towards Real-Time Inference Offloading with Distributed Edge Computing: the Framework and Algorithms”, IEEE Transactions on Mobile Computing, 2023, pp. 1-18, doi: 10.1109/TMC.2023.3335051 （中国计算机学会推荐A类期刊）
[15]Jing Li, Song Guo, Weifa Liang, Jianping Wang, Quan Chen*, Yue Zeng, Baoliu Ye, Xiaohua Jia, “Digital Twin-Enabled Service Provisioning in Edge Computing via Continual Learning”, in IEEE Transactions on Mobile Computing, 2023, pp. 1-16, doi: 10.1109/TMC.2023.3332668. （中国计算机学会推荐A类期刊）
[16]Jing Li, Song Guo, Weifa Liang, Jianping Wang, Quan Chen, Zichuan Xu, Wenzheng Xu, “AoI-Aware User Service Satisfaction Enhancement in Digital Twin-Empowered Edge Computing”, in IEEE/ACM Transactions on Networking, 2023. （中国计算机学会推荐A类期刊）
[17]Quan Chen, Song Guo, Wenchao Xu, Jing Li, Tuo Shi, Zhipeng Cai, Hong Gao. Optimizing Average AoI with Directional Charging for Wireless-Powered Network Edge. IEEE/ACM International Symposium on Quality of Service (IWQoS), 2023. （中国计算机学会推荐B类会议）
[18]Tao Guo, Song Guo, Feijie Wu, Wenchao Xu, Jiewei Zhang, Qihua Zhou, Quan Chen, Weihua Zhuang, Tree Learning: Towards Promoting Coordination in Scalable Multi-Client Training Acceleration. IEEE Transactions on Mobile Computing, 2023. （中国计算机学会推荐A类期刊）
[19]Jin Zhang, Hong Gao, Quan Chen, Jianzhong Li. Task-oriented Energy Scheduling in Wireless Rechargeable Sensor Networks[J]. ACM Transactions on Sensor Networks, 2023. （中国计算机学会推荐B类期刊）
[20]Wenchao Xu, Haodong Wan, Haozhao Wang, Nan Cheng, Quan Chen, Haibo Zhou, Song Guo. Fast Packet Loss Inferring via Personalized Simulation-Reality Distillation[J]. IEEE Transactions on Mobile Computing, 2023 (01): 1-10. （中国计算机学会推荐A类期刊）
[21]Quan Chen, Kaijia Wang, Song Guo, Tuo Shi, Jing Li, Zhipeng Cai, Albert Zomaya. Latency-Optimal Pyramid-based Joint Communication and Computation Scheduling for Distributed Edge Computing. IEEE Conference on Computer Communications (INFOCOM), 2023. (中国计算机学会推荐A 类会议)
[22]Jing Li, Jianping Wang, Quan Chen, Yuchen Li, Albert Y. Zomaya. Digital Twin-Enabled Service Satisfaction Enhancement in Edge Computing，IEEE Conference on Computer Communications (INFOCOM), 2023. (中国计算机学会推荐A 类会议)
[23]Quan Chen, Song Guo, Wenchao Xu, Zhipeng Cai,Lianglun Cheng, and Hong Gao, "AoI Minimization Charging at Wireless-Powered Network Edge,", in Proc. IEEE ICDCS, 2022. （中国计算机学会推荐B类会议）
[24]Jing Li, Song Guo, Weifa Liang, Quan Chen, Zichuan Xu, Wenzheng Xu, Albert Y. Zomaya. Digital Twin-Assisted, SFC-Enabled Service Provisioning in Mobile Edge Computing. IEEE Transactions on Mobile Computing, 2022. (中国计算机学会推荐A 类期刊)
[25]Quan Chen, Zhipeng Cai, Lianglun Cheng, Feng Wang and Hong Gao. Joint Near-Optimal Age-based Data Transmission and Energy Replenishment Scheduling at Wireless-Powered Network Edge. In Proceedings of INFOCOM, 2022. (中国计算机学会推荐A 类会议)
[26]Quan Chen, Zhipeng Cai, Lianglun Cheng, Hong Gao, and Jianzhong Li. 2021. Energy-collision-aware Minimum Latency Aggregation Scheduling for Energy-harvesting Sensor Networks. ACM Transactions on Sensor Networks. 17, 4, Article 40 (July 2021), 34 pages（中国计算机学会推荐B类期刊）
[27]Quan Chen, Zhipeng Cai, Lianglun Cheng, and Hong Gao, "Structure-Free General Data Aggregation Scheduling for Multihop Battery-Free Wireless Networks," in IEEE Transactions on Mobile Computing, doi: 10.1109/TMC.2021.3053557. （中国计算机学会推荐A类期刊）
[28]Quan Chen, Zhipeng Cai, Lianglun Cheng, Hong Gao，and Jianzhong Li, "Structure-Free Broadcast Scheduling for Duty-Cycled Multihop Wireless Sensor Networks," in IEEE Transactions on Mobile Computing, doi: 10.1109/TMC.2021.3084145. （中国计算机学会推荐A类期刊）
[29]Zhipeng Cai and Quan Chen, "Latency-and-Coverage Aware Data Aggregation Scheduling for Multihop Battery-Free Wireless Networks," in IEEE Transactions on Wireless Communications, vol. 20, no. 3, pp. 1770-1784, 2020. （中国计算机学会推荐B类期刊）
[30]Bingkun Yao, Hong Gao, Quan Chen, Jianzhong Li. Energy-Adaptive and Bottleneck-Aware Many-to-Many Communication Scheduling for Battery-Free WSNs, IEEE Internet of Things Journal, vol.8, no. 10, pp. 8514-8529, 2021.
[31]Quan Chen, Zhipeng Cai, Lianglun Cheng, and Hong Gao, Low-Latency Data Aggregation Scheduling for Cognitive Radio Networks with Non-Predetermined Structure, IEEE Transactions on Mobile Computing, vol. 20, no. 7, pp. 2412-2426, 1 July 2021. （中国计算机学会推荐A类期刊）
[32]Quan Chen, Zhipeng Cai, Lianglun Cheng, and Hong Gao, Low Latency Broadcast Scheduling for Battery-Free Wireless Networks Without Predetermined Structures, In Proceedings of ICDCS, Singapore, November 29-December 1, 2020. （中国计算机学会推荐B类会议）
[33]Quan Chen, Hong Gao, Lianglun Cheng and Yingshu Li, Label Coloring Based Beaconing Schedule in Duty-Cycled Multihop Wireless Networks, IEEE Transactions on Mobile Computing, 2019. （中国计算机学会推荐A类期刊）
[34]Quan Chen, Zhipeng Cai, Lianglun Cheng, Hong Gao and Jianzhong Li. Low-Latency Con-Current Broadcast Scheduling Algorithm in Duty-Cycled WSNs, In Proceedings of ICDCS, Dallas, Texas, USA, 2019. （中国计算机学会推荐B类会议）
[35]Kunyi Chen, Hong Gao, Zhipeng Cai, Quan Chen, Jianzhong Li. Distributed Energy-Adaptive Aggregation Scheduling with Coverage Guarantee For Battery-Free Wireless Sensor Networks, In Proceedings of INFOCOM, Paris, France, 2019: 1-9.（中国计算机学会推荐A类会议）
[36]Quan Chen, Hong Gao, Zhipeng Cai, Lianglun Cheng and Jianzhong Li, Distributed Low-Latency Data Aggregation for Duty-Cycle Wireless Sensor Networks. IEEE/ACM Transactions on Networking, vol. 26, no. 5, pp. 2347-2360, Oct. 2018. （中国计算机学会推荐A类期刊）
[37]Quan Chen, Hong Gao, Zhipeng Cai, Lianglun Cheng and Jianzhong Li. Energy-Collision Aware Data Aggregation Scheduling for Energy Harvesting Sensor Networks. In Proceedings of INFOCOM, Honolulu, HI, USA, April 15-19, 2018. （CCF A类会议）
[38]Quan Chen, Hong Gao, Siyao Cheng, Xiaolin Fang, Zhipeng Cai and Jianzhong Li. Centralized and Distributed Delay-Bounded Multicasting Algorithms for Duty-Cycled Sensor Networks. IEEE/ACM Transactions on Networking. 2017,25(6):3573-3586. (CCF A类期刊）
[39]Quan Chen, Hong Gao, Yingshu Li, Siyao Cheng and Jianzhong Li . Edge-Based Beaconing Schedule in Duty-Cycled Multihop Wireless Networks. In Proceedings of INFOCOM, 2017. （CCF A类会议）
[40]Quan Chen, Hong Gao, Siyao Cheng, Zhipeng Cai and Jianzhong Li. Distributed Non-Structure Based Data Aggregation Algorithm for Duty-Cycle Wireless Sensor Networks. In Proceedings of INFOCOM, 2017. （CCF A类会议）
研究课题
1，无线供能边缘网络中基于信息年龄的能量与数据协同调度算法研究，国家自然科学基金面上项目，50万元，2024.01-2027.12，主持。
2，复杂信道环境下基于信息年龄的能量与数据协同调度算法研究，广东省自然科学基金-青年提升项目，2024A1515030136，30万元，2024.01-2026.12，主持。
3，无源感知网络中低延迟数据路由与调度算法研究，国家自然科学青年基金，26万元，2019.01-2021.12，主持。
4，物联网网络边缘中低延迟数据聚集调度算法研究，广东省自然科学基金面上项目，10万元，2020.01-2022.12，主持。
5，能量捕获无线传感器网络中实时信标和广播调度算法研究，广东省自然科学基金，10万元，2018.01-2020.12，主持。
6，异构网络融合中基于无源感知节点的实时数据广播调度算法研究，广东省信息物理融合系统重点实验室开放课题，3万元，2018.11-2020.10，主持。
教学活动
本科生课程：Java Programming，计算机网络，网络操作系统，软件定义网络
团队主页
广东省信息物理融合系统重点实验室 http://gdauto.gdut.edu.cn/
