何臻力（副教授）
政治面貌：中共党员
职称： 副教授 硕导
职位： 软件工程系系主任
办公室： 英国365集团官网1225
邮箱： hezl@ynu.edu.cn
个人简介
男，汉族，中共党员，理学博士，硕士生导师。IEEE Senior Member，CCF高级会员，CCF分布式计算与系统专业委员会执行委员，CCF嵌入式系统专业委员会执行委员，教育部跨境网络空间安全工程研究中心核心成员，云南省软件工程重点实验室核心研究成员，云南省”兴滇英才支持计划”青年人才。目前主要从事分布式计算、边缘计算、高能效计算、异构计算、边缘智能等方向的研究，近年来主持了包括国家自然科学基金、云南省应用基础研究计划面上项目、云南省应用基础研究计划青年项目、云南省软件工程重点实验室开放基金、云南大学校级理工科项目等 7 项纵向课题，参与国家重点研发计划 1 项，参与国家基金项目 5 项，参与云南省重大科技专项 4 项。近年来发表期刊和会议论文 55 篇，包括 CCF A 类顶级期刊 IEEE Transactions on Computers、IEEE Transactions on Parallel and Distributed Systems、IEEE Transactions on Services Computing、IEEE Transactions on Mobile Computing、IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems；CCF A 类顶级会议 ICLR、NeurIPS；CCF B 类高水平期刊IEEE Transactions on Cloud Computing、 ACM Transactions on Knowledge Discovery from Data、Journal of Systems Architecture、Software: Practice and Experience；CCF B 类会议 IJCAI、ICASSP；CCF C 类期刊 Knowledge and Information Systems、IET Intelligent Transport Systems；新锐 1 区期刊 IEEE Internet of Things Journal、IEEE Transactions on Industrial Informatics；新锐 2 区期刊 IEEE Transactions on Computational Social Systems、IEEE Transactions on Emerging Topics in Computational Intelligence、IEEE Transactions on Green Communications and Networking、Frontiers of Computer Science、Future Generation Computer Systems；CCF C 类会议 ACM APNet、IEEE ASP-DAC、IEEE ISPA、IEEE UIC、IEEE ICTAI、Springer NPC、EAI CollaborateCom 等。
教育背景
2012/09 -- 2015/07
云南大学 | 系统分析与集成 | 理学博士
2010/09 -- 2012/07
云南大学 | 软件工程 | 工程硕士
2006/09 -- 2010/07
云南大学 | 软件工程 | 工学学士
工作经历
2015/07 -- 今 云南大学 | 英国365集团官网 | 教学科研工作
2019/09 -- 2021/08 湖南大学 | 信息科学与工程学院 | 博士后研究员
科研成果
近期期刊论文（按时间顺序）：
[1] Xiao Yuanfei, He Zhenli（通讯作者）, Zhai Xiaolong, Wu Junjie, Feng Libo, Xie Cheng, and Li Keqin. CERLA-SFC: Hierarchical Orchestration of Cost-Efficient, Reliable and Low-Latency SFCs in Multi-Access Edge Computing [J]. Frontiers of Computer Science, 2027, 21(5): 2105102. DOI: 10.1007/s11704-025-50964-2. (CCF B类期刊, SCI)
[2] Feng Libo, Wang Chenxi, He Zhenli（通讯作者）, Liu Mengzhuang, Zhang Jixian, and Li Keqin. Fair Joint Offloading and Consensus Optimization in Blockchain-Enabled Mobile Edge Computing [J]. IEEE Transactions on Mobile Computing, 2026, Early Access. DOI: 10.1109/TMC.2026.3683699. (CCF A 类期刊, SCI)
[3] Wang Ziyan, Peng Hong, Fu Changlong, Zhang Xiong, Xie Cheng, and He Zhenli. GILMRec: Graph Invariant Learning for Multimodal Recommendation [J]. IEEE Transactions on Computational Social Systems, 2026, Early Access. DOI: 10.1109/TCSS.2025.3648580. (新锐2区期刊，SCI)
[4] He Zhenli, Zhai Xiaolong, Zhao Mingxiong, Zhou Wei, and Li Keqin. HyDK: A Hybrid DRL-KKT Framework for Latency-Critical Service Placement with Multi-Source Synchronization [J]. IEEE Transactions on Services Computing, 2026, Early Access. DOI: 10.1109/TSC.2026.3686168. (CCF A 类期刊, SCI)
[5] Li Yuanxian, Du Yuan, Peng Hong, He Zhenli, Jin Xin, and Xie Cheng. GIL-DDI: Multi-View Graph Invariant Learning for Unknown Drug-Drug Interaction Prediction [J]. Knowledge and Information Systems, 2026, 68: 48. DOI: 10.1007/s10115-025-02636-7. (CCF C 类期刊, SCI)
[6] Duan Haoran, Yu Beibei, Xie Cheng, Li Linyu, He Zhenli, and Jin Xin. Designated Masking Propagation Learning for Self-Supervised Heterogeneous Graph Representation [J]. ACM Transactions on Knowledge Discovery from Data, 2026, 20(5): 70. DOI: 10.1145/3805037. (CCF B 类期刊, SCI)
[7] He Zhenli, Wang Rui, and Xie Cheng. Long-Short-Range Fused Network for Heterogeneous Graph Representation Learning [J]. IEEE Transactions on Emerging Topics in Computational Intelligence, 2026, 10(2): 1684-1699. DOI: 10.1109/TETCI.2025.3611281. (新锐 2区期刊, SCI)
[8] Xiong Chenglai, Wen Junjie, Xie Guoqi, Wang Zhongjia, He Zhenli, and Yao Shaowen. DCS3: A Dual-Layer Co-Aware Scheduler With Stealing Balance and Synchronized Priority in Virtualization Environments [J]. IEEE Transactions on Computers, 2026, 75(1): 365-379. DOI: 10.1109/TC.2025.3628012. (CCF A 类期刊, SCI)
[9] Feng Libo, Guo Junwei, Fang Fake, He Zhenli, Yu Yimin, and Yao Shaowen. SEPP-FLBC: A Secure and Efficient Privacy Protection Scheme Using Federate Learning and Blockchain for Edge-End-Cloud Devices [J]. IEEE Transactions on Services Computing, 2026, 19(1): 657-670. DOI: 10.1109/TSC.2025.3641964. (CCF A 类期刊, SCI)
[10] Zhang Guodong, Xie Guoqi, Yan Wenyan, Xiong Chenglai, Wen Junjie, He Zhenli, and Yao Shaowen. Paddle Lite on Zephyr: Deploying AI Models in RTOS for Inference Acceleration [J]. IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 2026, 45(1): 260-265. DOI: 10.1109/TCAD.2025.3581867. (CCF A 类期刊, SCI)
[11] Gong Qianying, Duan Biqing, Miao Shengfa, He Zhenli, and Liu Di. Software-Hardware Exploration of Early-Exit Neural Networks on Edge Accelerators [J]. IEEE Embedded Systems Letters, 2026, 18(2): 136-139. DOI: 10.1109/LES.2025.3573404. (新锐 4区期刊, SCI)
[12] Duan Biqing, Wang Qing, Liu Di, Zhou Wei, He Zhenli, and Miao Shengfa. LODAP: On-Device Incremental Learning via Lightweight Operations and Data Pruning [J]. Journal of Systems Architecture, 2025, 168: 103571. DOI: 10.1016/j.sysarc.2025.103571. (CCF B 类期刊, SCI)
[13] Zhang Jixian, Yang Xuelin, Chen Peng, Wang Zhemin, Li Weidong, He Zhenli（通讯作者）, and Li Keqin. A Utility-Optimal Reverse Posted Pricing Mechanism for Online Mobile Crowdsensing Task Allocation [J]. IEEE Transactions on Services Computing, 2025, 18(5): 2588-2601. DOI: 10.1109/TSC.2025.3592426. (CCF A 类期刊, SCI)
[14] Feng Libo, Yu Bei, He Zhenli（通讯作者）, and Yao Shaowen. A Verifiable Transaction Selection Method for DAG Blockchain With VRF [J]. IEEE Internet of Things Journal, 2025, 12(13): 24185-24198. DOI: 10.1109/JIOT.2025.3554573. (新锐 1区期刊, SCI)
[15] Feng Libo, Liu Junhong, He Zhenli（通讯作者）, and Yao Shaowen. Efficient Cross-Chain Interoperability: Decentralized Execution and State Sharding Approach [J]. IEEE Internet of Things Journal, 2025, 12(15): 30983-31000. DOI: 10.1109/JIOT.2025.3571636. (新锐 1区期刊, SCI)
[16] Bi Fangqi, Xie Guoqi, Wang Yuan, Wen Hao, He Zhenli, Yao Shaowen, Zhao Sirong, Xiong Chenglai, Hu Xingyu, Wan Bo, and Jiang Yiwen. Hypercall-Oriented Abnormal VM Status Detection System: A Non-Intrusive Solution for Both Hypervisor and Guests [J]. IEEE Transactions on Computers, 2025, 74(9): 3032-3045. DOI: 10.1109/TC.2025.3584274. (CCF A 类期刊, SCI)
[17] Guan Zhi-Qian, Liu Jing, He Zhenli, Miao Shengfa and Liu Di. Input-Aware Slowdown Backdoor Attack on Dynamic Neural Networks [J]. Journal of Circuits, Systems and Computers, 2025, 34(16): 2550283. DOI: 10.1142/S0218126625502834. (新锐4区期刊, SCI)
[18] Wu Yasu, Fu Changlong, He Zhenli, Huang Wei and Xie Cheng. Multi-view temporal graph neural network for numerous miniature cascade popularity prediction [J]. The Journal of Supercomputing, 2025, 81:989. DOI: 10.1007/s11227-025-07484-4. (新锐4区期刊, SCI)
[19] Liu Bin, Ma Yongyao, Hu Zijian, Ji Zeyu, He Zhenli（共同通讯作者）, and Li Keqin. GroPipe: A Grouped Pipeline Hybrid Parallel Method for Accelerating DCNNs Training [J]. IEEE Transactions on Computers, 2025, 74(7): 2487-2500. DOI: 10.1109/TC.2025.3566869. (CCF A 类期刊, SCI)
[20] Zhou Zhou, Shen Han, Li Fangmin, Jemal Abawajy, and He Zhenli. An Enhanced DV-Hop Localization Algorithm Based on Variable Scene Applications in the IoT [J]. IEEE Transactions on Industrial Informatics, 2025, 21(7): 5340-5348. DOI: 10.1109/TII.2025.3552720. (新锐 1区期刊, SCI)
[21] He Zhenli, Guo Ying, Zhai Xiaolong, Zhao Mingxiong, Zhou Wei, and Li Keqin. Joint Computation Offloading and Resource Allocation in Mobile-Edge Cloud Computing: A Two-Layer Game Approach [J]. IEEE Transactions on Cloud Computing, 2025, 13(1): 411-428. DOI: 10.1109/TCC.2025.3538090. (CCF B类期刊, SCI)
[22] Zhao Mingxiong, Zhang Rongqian, He Zhenli（通讯作者）, and Li Keqin. Joint Optimization of Trajectory, Offloading, Caching, and Migration for UAV-Assisted MEC [J]. IEEE Transactions on Mobile Computing, 2025, 24(3): 1981-1998, DOI: 10.1109/TMC.2024.3486995. (CCF A类期刊, SCI)
[23] Zhao Mingxiong, Yang Zhaojie, He Zhenli（通讯作者）, Xue Fanhao and Zhang Xianqi. Multi-Round Stackelberg Game-Based Pricing and Offloading in Containerized MEC Networks [J]. IEEE Transactions on Green Communications and Networking, 2025, 9(1): 191-206. DOI: 10.1109/TGCN.2024.3425643. (新锐2区期刊, SCI)
[24] He Zhenli, Li Liheng, Lin Ziqi, Dong Yunyun, Qin Jianglong, and Li Keqin. Joint Optimization of Service Migration and Resource Allocation in Mobile Edge–Cloud Computing [J]. Algorithms, 2024, 17(8):370. DOI: 10.3390/a17080370. (新锐3区期刊, SCI，Invited Paper)
[25] Zhao Mingxiong, Zhang Xianqi, He Zhenli（通讯作者）, Chen Yu and Zhang Yunchun. Dependency-Aware Task Scheduling and Layer Loading for Mobile Edge Computing Networks [J]. IEEE Internet of Things Journal, 2024, 11(21): 34364-34381, DOI: 10.1109/JIOT.2024.3382682. (新锐1区期刊, SCI)
[26] He Zhenli, Xu Yanan, Zhao Mingxiong, Zhou Wei, and Li Keqin. Priority-Based Offloading Optimization in Cloud-Edge Collaborative Computing [J]. IEEE Transactions on Services Computing, 2023, 16(6):3906-3919, DOI: 10.1109/TSC.2023.3296601. (CCF A类期刊, SCI)
[27] Zhang Zhi-Yuan, Ren Hao, He Zhenli, Zhou Wei, and Liu Di. Improving Robustness of Convolutional Neural Networks using Element-wise Activation Scaling [J]. Future Generation Computer Systems, 2023, 149: 136-148, DOI: 10.1016/j.future.2023.07.013. (新锐2区期刊, SCI)
[28] Ma Ye-Da, Zhao Zhi-Chao, Liu Di, He Zhenli（通讯作者）, Zhou Wei. OCAP: On-device Class-Aware Pruning for personalized edge DNN models [J]. Journal of Systems Architecture, 2023,142: 102956, DOI: 10.1016/j.sysarc.2023.102956. (CCF B类期刊，SCI)
[29] He Zhenli, Xu Yanan, Liu Di, Zhou Wei, and Li Keqin. Energy-efficient Computation Offloading Strategy with Task Priority in Cloud assisted Multi-access Edge Computing [J]. Future Generation Computer Systems, 2023, 148: 298-310, DOI: 10.1016/j.future.2023.06.014. (新锐2区期刊, SCI)
[30] Xu Zikun, Liu Junhui, Guo Ying, Dong Yunyun, and He Zhenli（通讯作者）. Learning-Based Collaborative Computation Offloading in UAV-Assisted Multi-Access Edge Computing [J]. Electronics, 2023, 12: 4371, DOI: 10.3390/electronics12204371. (新锐3区期刊, SCI)
[31] Bao Lingyan, He Zhenli（共同第一作者）, Tan Jinghong, Chen Yu and Zhao Mingxiong. Thermal-Aware Task Scheduling and Resource Allocation for UAV-and-Basestation Hybrid-Enabled MEC Networks [J]. IEEE Transactions on Green Communications and Networking, 2023, 7(2):579-593, DOI: 10.1109/TGCN.2023.3241954. (新锐2区期刊，SCI)
[32] He Zhenli, Kenli Li and Keqin Li. Cost-Efficient Server Configuration and Placement for Mobile Edge Computing [J]. IEEE Transactions on Parallel and Distributed Systems, 2022, 33(9): 2198-2212, DOI: 10.1109/TPDS.2021.3135955. (CCF A类期刊，SCI)
[33] Liu Di, Yang Shigui, He Zhenli, Zhao Mingxiong and Liu Weichen. CARTAD: Compiler-Assisted Reinforcement Learning for Thermal-Aware Task Scheduling and DVFS on Multicores [J]. IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 2022, 41(6): 1813-1826, DOI: 10.1109/TCAD.2021.3095028. (CCF A类期刊，SCI)
[34] He Zhenli, Kenli Li, Keqin Li and Zhou Wei. Server Configuration Optimization in Mobile Edge Computing: A Cost-performance Tradeoff Perspective [J]. Software: Practice and Experience, 2021, 51(9): 1868-1895, DOI: 10.1002/spe.2951. (CCF B类期刊，SCI)
[35] Nan Fengtao, Tang Yahui, Yang Po, He Zhenli, and Yang Yun. A Novel Sub-Kmeans Based on Co-training Approach by Transforming Single-view into Multi-view [J]. Future Generation Computer Systems, 2021, 125: 831-843, DOI: 10.1016/j.future.2021.07.019 (新锐2区期刊，SCI)
[36] Zhao Mingxiong, Li Wentao, Bao Lingyan, Luo Jia, He Zhenli and Liu Di. Fairness-Aware Task Scheduling and Resource Allocation in UAV-Enabled Mobile Edge Computing Networks [J]. IEEE Transactions on Green Communications and Networking, 2021, 5(4): 2174-2187, DOI: 10.1109/TGCN.2021.3095070. (新锐2区期刊，SCI)
[37] He Zhenli, Nan Fengtao, Li Xinfa, Lee Shin-Jye, Yang Yun. Traffic Sign Recognition by Combining Global and Local Features Based on Semi-supervised Classification [J]. IET Intelligent Transport Systems, 2020, 14(5): 323-330, DOI: 10.1049/iet-its.2019.0409. (CCF C类期刊，SCI)
Book Chapter（按时间顺序）：
[1] Xu Yanan, He Zhenli（通讯作者）, and Li Keqin. Resource Allocation and Placement in Multi-access Edge Computing [M]. In Resource Management in Distributed Systems, Springer, 2024, pp. 39-62. DOI: 10.1007/978-981-97-2644-8_3.
近期会议论文（按时间顺序）：
[1] Fu Changlong, He Zhenli（共同第一作者）, Zhang Xiong, Xie Cheng, Jin Xin, and Yang Yun. DR-GGAD: Dual Residual Centering for Mitigating Anomaly Non-Discriminativity in Generalist Graph Anomaly Detection [C]. In The Fourteenth International Conference on Learning Representations (ICLR 2026), OpenReview, 2026, URL: https://openreview.net/forum?id=kCuCHNChLE. (CCF A 类会议)
[2] Niu Shujia, Peng Qixin, and He Zhenli（通讯作者）. CVaR-Aware Network Slicing for Tail Latency Under Tiered Deadlines [C]. In 2026 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2026), IEEE, 2026, pp. 21291-21295, DOI: 10.1109/ICASSP55912.2026.11460627. (CCF B 类会议, EI)
[3] Niu Shujia, He Zhenli（通讯作者）, Xiao Yuanfei, Nie Yuxuan, Chen Yao, and Liu Bingning. Carbon-Aware Task Scheduling in Distributed Computing Continuum: A Lyapunov-Guided Reinforcement Learning Approach [C]. In 2025 21st Annual IFIP International Conference on Network and Parallel Computing (NPC 2025), Springer, 2026, pp. 222-234, DOI: 10.1007/978-3-032-10459-5_18. (CCF C 类会议, EI)
[4] Wu Junjie, Xie Cheng, He Zhenli（通讯作者）, Xiao Yuanfei, and Wu Maoting. Adaptive Multi-Resource Orchestration for Latency-Critical Service Function Chains in Mobile Edge Networks [C]. In 2025 21st EAI International Conference on Collaborative Computing: Networking, Applications and Worksharing (CollaborateCom 2025), Springer, 2026, pp. 328-348, DOI: 10.1007/978-3-032-21171-2_17. (CCF C 类会议, EI)
[5] Zhang Xiong, He Zhenli（共同第一作者）, Fu Changlong, and Xie Cheng. IA-GGAD: Zero-Shot Generalist Graph Anomaly Detection via Invariant and Affinity Learning [C]. In Advances in Neural Information Processing Systems 38 (NeurIPS 2025), Curran Associates, Inc., 2025, pp. 83728-83760. URI: https://openreview.net/forum?id=Cggdvyt8ik (CCF A 类会议)
[6] Liu Jiwang, He Zhenli（通讯作者）, Zhang Lin, and Yao Shaowen. Dependency-Aware Edge Caching for Web3D via DAG-Guided Reinforcement Learning [C]. In 2025 IEEE International Symposium on Parallel and Distributed Processing with Applications (ISPA 2025), IEEE, 2025, pp. 54-61. DOI: 10.1109/ISPA67752.2025.00017. (CCF C 类会议, EI)
[7] Xiao Yuanfei, He Zhenli（通讯作者）, and Peng Qixin. Cost-Efficient and Reliable SFC Orchestration in Mobile Edge Computing [C]. In Proceedings of the 9th Asia-Pacific Workshop on Networking (APNet 2025), ACM, 2025, pp. 192-199. DOI: 10.1145/3735358.3735386. (CCF C 类会议, EI)
[8] Zhang Xiong, Peng Hong, He Zhenli, Xie Cheng, Jin Xin, and Jiang Hua. GCTAM: Global and Contextual Truncated Affinity Combined Maximization Model for Unsupervised Graph Anomaly Detection [C]. In Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence (IJCAI 2025), International Joint Conferences on Artificial Intelligence Organization, 2025, pp. 3642-3650. DOI: 10.24963/ijcai.2025/405. (CCF B 类会议, EI)
[9] Lin Ziqi, He Zhenli（通讯作者）, Zhai Xiaolong, and Xiao Yuanfei. MARL-Based Joint Optimization of Service Migration and Resource Allocation in MEC [C]. In 2024 20th Annual IFIP International Conference on Network and Parallel Computing (NPC 2024), Springer, 2025, pp. 28-39, DOI: 10.1007/978-981-96-2864-3_3. (CCF C 类会议, EI)
[10] Ma Songkang, He Zhenli（通讯作者）, Feng Libo, Zhai Xiaolong, Tong Yiyan. Multi-Class Task Offloading Optimization in Mobile Edge Computing [C]. In 2024 22nd IEEE International Symposium on Parallel and Distributed Processing with Applications (ISPA 2024), IEEE, 2024, pp. 66-73, DOI: 10.1109/ISPA63168.2024.00017. (CCF C类会议, EI)
[11] Zhai Xiaolong, He Zhenli（通讯作者）, Xiao Yuanfei, Wu Junjie, Yu Xuejie. Dynamic VNF Deployment and Resource Allocation in Mobile Edge Computing [C]. In 2024 22nd IEEE International Symposium on Parallel and Distributed Processing with Applications (ISPA 2024), IEEE, 2024, pp. 573-581, DOI: 10.1109/ispa63168.2024.00079. (CCF C类会议, EI)
[12] Peng Qixin, Chen Xinde, Huang Yujing, Ma Songkang, and He Zhenli（通讯作者）. Particle Swarm Optimization-Based Task Migration in Mobile-Edge Cloud Computing [C]. In 2023 9th IEEE International Conference on Smart Data (SmartData-2023), IEEE, 2023 , pp. 616-623, DOI: 10.1109/iThings-GreenCom-CPSCom-SmartData-Cybermatics60724.2023.00113. (新会, EI)
[13] Xu Yanan, He Zhenli（通讯作者）, Zhang Yin and Zhou Wei. Energy-Efficient Resource Allocation for Slicing-enabled Multi-access Edge Computing [C]. In 2022 19th IEEE International Conference on Ubiquitous Intelligence and Computing (UIC), IEEE, 2022: 698-705, DOI: 10.1109/SmartWorld-UIC-ATC-ScalCom-DigitalTwin-PriComp-Metaverse56740.2022.00110. (CCF C类会议, EI)
[14] Liu Shuai, Jiang Qian, Jin Xin, He Zhenli, Zhou Wei, Yao Shaowen, and Wang Qiannian. Multiple Feature Mining Based on Local Correlation and Frequency Information for Face Forgery Detection [C]. In 2022 34th IEEE International Conference on Tools with Artificial Intelligence (ICTAI), IEEE, 2022: 1347-1354, DOI: 10.1109/ICTAI56018.2022.00204. (CCF C类会议, EI)
[15] Li Fanxiao, Liu Renyang, He Zhenli（通讯作者）, Dong Yunyun , Gao Song, and Zhou Wei. RIA: A Reversible Network-based Imperceptible Adversarial Attack [C]. In 2022 34th IEEE International Conference on Tools with Artificial Intelligence (ICTAI), IEEE, 2022: 996-1001, DOI: 10.1109/ICTAI56018.2022.00152. (CCF C类会议, EI)
[16] Wang Zehan, He Zhenli, Fang Hui, Huang Yixiong, Sun Ying, Yang Yu, Zhang Zhiyuan, and Liu Di. Efficient On-Device Incremental Learning by Weight Freezing [C]. In 2022 27th Asia and South Pacific Design Automation Conference (ASP-DAC), IEEE, 2022: 538-543, DOI: 10.1109/ASP-DAC52403.2022.9712563. (CCF C类会议, EI)
[17] He Zhenli, Sun Ying, Fang Hui, Huang Yixiong, Yang Yu, Zhang Zhiyuan and Liu Di. Energy-Efficient System Design of Asymmetric Multiprocessor for Real-Time Streaming Applications [C]. In 2021 International Conference on Intelligent Technology and Embedded Systems (ICITES), IEEE, 2021, pp. 44-51, DOI: 10.1109/ICITES53477.2021.9637078. (新会，EI)
近期科研项目（按时间顺序）：
[1] 国家自然科学基金委员会地区项目，62362068，需求驱动的边缘服务器部署和虚拟化资源供应研究，2024/1-2027/12，32万元，在研，主持。
[2] 国家重点研发计划“病原学与防疫技术体系研究”专项，2023YFC2307600，重要预防性疫苗免疫应答的精准医学研究，2023/12-2026/11，1200万元，在研，参与。
[3] 云南省软件工程重点实验室开放基金面上项目，2023SE208，面向IoT-MEC环境的设备感知动态服务部署研究，2023/9-2025/8，10万元，在研，主持。
[4] 云南省基础研究计划面上项目，202301AT070194，面向云边端协同计算的资源分配与计算卸载联合优化研究，2023/6-2026/5，10万元，在研，主持。
[5] 云南省基础研究计划面上项目，202201AT070173，深度学习攻击与反攻击关键技术研究及应用，2023/6-2026/5，10万元，在研，参加。
[6] 云南省社会发展专项，202303AC100001，高碳排放行业节能减碳技术规范与设计标准研究与示范，2023/1-2025/12，100万元，在研，参加。
[7] 云南省重大科技专项-电子信息与新一代信息技术专项，202302AD080006，基于数据要素资源化的智慧物流体系建设及关键技术研究，2023/1-2025/12，700万元，在研，参加。
[8] 国家自然科学基金委员会地区项目, 62162064, 数据与知识双向驱动的非智能物联设备发现方法研究, 2022/01-2025/12, 36万元, 在研, 参与。
[9] 云南省基础研究计划面上项目，202201AT070156，面向绿色移动边缘计算的节点选址及其资源配置联合优化策略研究，2022/6-2025/5，10万元，资助期满，主持。
[10] 云南省重大科技专项-电子信息与新一代信息技术专项，202202AD080002，基于区块链的智能制造价值链网研究与应用示范，2022/1-2024/12，700万元，已结题，参加。
[11] 云南省重大科技专项-生物种业和农产品精深加工专项，202202AE090021，云南主要粮经作物全智慧产业链关键技术研究与示范，2022/1-2024/12，800万元，已结题，参加。
[12] 云南省重大科技专项-生物医药专项，202102AA100051，新冠疫苗响应个体差异的分子机制研究，2021/5-2024/4，1195万元，已结题，参加。
[13] 云南省软件工程重点实验室开放基金，2020SE405，面向云协作移动边缘计算环境下的高能效计算卸载策略研究，2020/9-2022/8，3万元，已结题，主持。
[14] 云南省应用基础研究计划青年项目，202001BB050034，基于增量学习和分布式协同学习的自适应数据索引研究，2020/9-2023/8，5万元，已结题，主持。
[15] 云南省重大科技专项-电子信息与新一代信息技术专项，202002AD080001，云南特色产业数字化研究与应用示范-子课题1，2020/1-2022/12，150万元，已结题，参加。
[16] 国家自然科学基金委面上项目，61876166，多源域集成迁移学习的研究，2019/1-2022/12，62万元，已结题，参加。
[17] 国家自然科学基金委地区项目，41761040，基于无人机3D摄影技术“退耕地-森林”生态交错带尺度推移研究，2018/1-2021/12，38万元，已结题，参加。
[18] 国家自然科学基金委地区项目，61663046，针对时间序列聚类问题的特征学习与集成学习研究，2017/1-2020/12，40万元，已结题，参加。
发明专利（按时间顺序）：
[1] 基于先验引导与自适应图建模的脑电抑郁症辅助诊断方法，发明专利，202610297064.5，2026-03-12，状态：专利申请受理。（第一发明人）
[2] 面向IoT-MEC的服务放置与资源分配联合优化决策方法，发明专利，202410961293.3，2024-07-18，状态：专利申请受理。（第一发明人）
[3] 面向移动边缘计算的资源租用与计算卸载的联合优化方法，发明专利，202410916935.8，2024-07-18，状态：专利申请受理。（第一发明人）
[4] 基于多代理强化学习的服务迁移和资源分配联合优化方法，发明专利，202410961573.4，2024-07-18，状态：专利申请受理。（第一发明人）
[5] 一种面向MEC的服务迁移和资源分配联合优化决策方法，发明专利，202410790159.1，2024-06-19，状态：专利申请受理。（第一发明人）
[6] 一种全自动道路划线设备，发明专利，202311758425.4，2024-02-02,状态：实质审查阶段。
[7] 移动边缘计算中虚拟计算单元的功耗和性能模型建立方法，发明专利，202311591555.3，2024-01-23，状态：实质审查阶段。（第一发明人）
[8] 基于区块链的低空安全控制方法及系统，发明专利，202310779699.5，2023-06-29，状态：实质审查阶段。
[9] 基于双层区块链的云边协同方法，发明专利，202310752982.9，2023-06-29，状态：实质审查阶段。
[10] 云边协同计算中的卸载决策与资源配置联合优化的博弈方法，发明专利，202211294607.6，2022-10-21，状态：已授权。（第一发明人）
[11] 面向跨云层移动边缘计算的多优先级计算卸载策略优化方法，发明专利，202111480898.3，2022-10-18，状态：已授权。（第一发明人）
[12] 面向MEC的服务器资源配置与选址联合优化决策方法，发明专利，202111426368.0，2022-07-19，状态：已授权。（第一发明人）
[13] 基于边缘设备的目标检测方法，发明专利，202210230959.9，2022-03-10，状态：已授权。（第一发明人）
[14] 基于WLAN的可配置数据采集及数据校验系统和方法，发明专利，201811476548.8，2022-03-04，状态：已转让。（第一发明人，已转让）
[15] 一种支持结构与行为融合的过程模型索引构建与检索方法，发明专利，201911017017.7，2019-10-24，状态：专利申请。
[16] Hadoop环境下多维索引结构OBF-Index的实现方法，发明专利， 201711426263.9， 2017-12-26，状态：已授权。
[17] 一种基于特定领域建模的模型驱动开发方法技术，发明专利，201610883519.8，2016-10-10，状态：专利申请。
[18] 一种基于智能路由的网络教学与会议系统技术方案，发明专利，201610121238.9，2016-03-03，状态：已授权。
主要学术任职：
IEEE Senior Member
CCF高级会员
CCF分布式计算与系统专业委员会执行委员
CCF嵌入式系统专业委员会执行委员
CCF服务计算专业委员会委员
期刊审稿人
IEEE Transactions on Mobile Computing (CCF A类期刊，SCI)
IEEE Transactions on Services Computing (CCF A类期刊，SCI)
IEEE Transactions on Parallel and Distributed Systems (CCF A类期刊，SCI)
IEEE Transactions on Cloud Computing(CCF B类期刊，SCI)
IEEE Transactions on Automation Science and Engineering(CCF B类期刊，SCI)
Journal of Parallel and Distributed Computing (CCF B类期刊，SCI)
Journal of Systems Architecture(CCF B类期刊，SCI)
Software: Practice and Experience (CCF B类期刊，SCI)
IEEE Transactions on Intelligent Transportation Systems(新锐1区期刊，SCI)
IEEE Internet of Things Journal(新锐1区期刊，SCI)
Big Data Mining and Analytics (新锐1区期刊，SCI)
IEEE Transactions on Green Communications and Networking(新锐2区期刊，SCI)
IEEE Transactions on Network Science and Engineering(新锐2区期刊，SCI)
IEEE Transactions on Emerging Topics in Computational Intelligence(新锐2区期刊，SCI)
IEEE Transactions on Network and Service Management(新锐2区期刊，SCI)
Data Intelligence(新锐2区期刊，SCI)
Neural Networks（新锐2区期刊，SCI）
Data Intelligence（新锐2区期刊，SCI）
Wireless Communications and Mobile Computing (CCF C类期刊，SCI)
Concurrency and Computation: Practice and Experience (CCF C类期刊，SCI)
Complex & Intelligent Systems (新锐3区期刊，SCI)
Journal of Cloud Computing (新锐3区期刊，SCI)
CCF Transactions on High Performance Computing (ESCI)
Program Committee Member
SocialCom 2025: The 18th IEEE International Conference on Social Computing and Networking
ISPA 2025：23th IEEE International Symposium on Parallel and Distributed Processing with Applications
ISPA 2024：22th IEEE International Symposium on Parallel and Distributed Processing with Applications
ICCT 2024：24th IEEE International Conference on Communication Technology
SustainCom 2024：14th IEEE International Conference on Sustainable Computing and Communications
INFOCOM ICCN 2024：International Workshop on Intelligent Cloud Computing and Networking
ICPADS 2023：29th IEEE International Conference on Parallel and Distributed Systems
INFOCOM ICCN 2023: International Workshop on Intelligent Cloud Computing and Networking
HDIS 2023：5th International Conferences on High Performance Big Data and Intelligent Systems
CSCWD 2023：2023 26th International Conference on Computer Supported Cooperative Work in Design
HDIS 2022：4th International Conferences on High Performance Big Data and Intelligent Systems
ICSAI 2022： 8th International Conference on Systems and Informatics
ICIS 2017：16th IEEE/ACIS International Conference on Computer and Information Science
Publicity Chair
2025 7th International Conference on Blockchain, Artificial Intelligence, and Trustworthy Systems(BlockSys 2025)
2025 CCF分布式计算大会(CCF Computility 2025)
2024 CCF分布式计算大会(CCF Computility 2024)
Session Chair
2024 20th Annual IFIP International Conference on Network and Parallel Computing (NPC 2024)
2024 3th International Symposium on Computing and Artificial Intelligence (ISCAI 2024)
Program Vice-Chair
2023 9th IEEE International Conference on Smart Data (SmartData-2023)
Organizing Committee Chair
2022 8th International Conference on Systems and Informatics (ICSAI 2022)
