招收硕士研究生，欢迎对我的研究方向感兴趣的同学与我联系！
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hongyue.wu@tju.edu.cn
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天津大学北洋园校区, 55楼，B333
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天津市津南区雅观路135号
吴洪越
天津大学智能与计算学部副教授，硕士生导师，2018年博士毕业于浙江大学计算机科学与技术学院，师从邓水光教授，同年入职天津大学智能与计算学部。2017-2018年，澳大利亚悉尼大学联合培养博士，师从Albert Y. Zomaya教授。
主要研究方向包括边缘计算、移动云计算、联邦学习、卫星计算等。主持或作为主要成员参与多项国家重点研发计划、国家科技支撑计划、国家自然科学基金、天津市自然科学基金等项目。发表论文七十余篇，包括IEEE TPDS、TIFS、TIP、TSC、TASE、Information Science等国际权威期刊，以及ICSOC、IEEE ICWS等领域核心会议。 出版英文论著一部。 2017年以第一作者在服务计算领域顶会发表的论文获得大会唯一最佳论文奖（国内首篇）。
新闻动态
2025, 08: 1个项目获得国家自然科学基金资助。
2025, 08: 1篇论文被CCF A类期刊IEEE Transactions on Services Computing (TSC)录用。
2025, 07: 1个项目获得中国星网资助。
2025, 05: 1篇论文被服务计算领域顶会IEEE ICWS录用。
2025, 05: 1篇论文被SCI二区期刊 IEEE Transactions on Consumer Electronics (TCE)录用。
2025, 04: 1个项目获得天津大学自主创新基金资助。
2025, 03: 1篇论文被CCF A类期刊IEEE Transactions on Computers (TC)录用。
2025, 02: 1篇论文被SCI二区期刊 IEEE Transactions on Consumer Electronics (TCE)录用。
2025, 01: 1篇论文被SCI一区期刊 Information Processing &Management (IPM) 录用。
2024, 12: 1篇论文被SCI二区期刊Applied Soft Computing录用。
2024, 11: 1个项目获得云南省重点实验室资助。
2024, 11: 1篇论文被CCF A类期刊IEEE Transactions on Knowledge and Data Engineering (TKDE)录用。
2024, 09: 1篇论文被中科院一区期刊Knowledge-Based Systems (KBS)录用。
2024, 08: 1个项目获得天津大学自主创新基金资助。
2024, 07: 1篇论文被CCF B类期刊ACM Transactions on Sensor Networks (TOSN)录用。
2024, 06: 1个项目获得国家重点实验室资助。
2024, 05: 3篇论文被服务计算领域顶会IEEE ICWS录用。
2024, 04: 1篇论文被SCI一区期刊Knowledge-Based Systems (KBS)录用。
2024, 03: 1篇论文被CCF A类期刊IEEE Transactions on Image Processing (TIP)录用。
2024, 02: 1篇论文被CCF A类期刊IEEE Transactions on Services Computing (TSC)录用。
代表论文
（* 表示通讯作者）
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A Game-Theoretic Approach for Microservice Request Dispatching in Mobile Edge Computing Systems
Hongyue Wu , Bowen Shi, Qiang He, Guangming Cui, Shizhan Chen, Zhiyong Feng, Albert Y Zomaya, Shuiguang Deng
IEEE Transactions on Services Computing (T SC ) , doi: 10.1109/TSC.2025.3602905, o nline
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Efficient Federated Learning with Encrypted Data Sharing for Data-Heterogeneous Edge Devices
Hangyu Li, Hongyue Wu , Guodong Fan, Zhen Zhang, Shizhan Chen, Zhiyong Feng
IEEE International Conference on Web Services (ICWS) , to appear
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Multi-Objective Self-Organization Scheduling of Dynamic AAV-MD Networks via Two Stage Deep Reinforcement Learning
Qiao Liao, Zhiyong Feng, Hongyue Wu , Shizhan Chen, Xiao Xue
IEEE Transactions on Consumer Electronics (TCE) , 71(2): 3826-3836, 2025
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Incorporating Forgetting Curve and Memory Replay for Evolving Socially-aware Recommendation
Hongqi Chen, Zhiyong Feng, Shizhan Chen, Hongyue Wu* , Yingchao Sun, Jingyu Li, Qinghang Gao, Lu Zhang, Xiao Xue
Information Processing &Management (IPM) , 62: 104070, 2025
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DCAS-BMT: Dynamic Construction and Adjustment of Skewed Bonsai Merkle Tree for Performance Enhancement in Secure Non-Volatile Memory
Yu Zhang, Renhai Chen, Hangyu Yan, Hongyue Wu , Zhiyong Feng
IEEE Transactions on Computers (TC) , 74(7): 2183-2194, 2025
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Self-Organization Scheduling of Dynamic UAV-MD Networks via Three-Layer Hierarchical Reinforcement Learning
Qiao Liao, Zhiyong Feng, Hongyue Wu , Shizhan Chen, Xiao Xue
IEEE Transactions on Consumer Electronics (TCE) , 71(2): 3790- 3801, 2025
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A Time-aware Developer Recommendation Approach Based on Multi-feature Fusion
Lu Zhang, Shizhan Chen, Guodong Fan, Hongyue Wu* , Hongqi Chen, Zhiyong Feng
Applied Soft Computing , 169: 112609, 2025
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Fairsort: Learning to Fair Rank for Personalized Recommendations in Two-sided Platforms
Guoli Wu, Zhiyong Feng, Shizhan Chen, Hongyue Wu* , Xiao Xue, Jianmao Xiao, Guodong Fan, Hongqi Chen, Jingyu Li
IEEE Transactions on Knowledge and Data Engineering (TKDE) , 37(2): 641-654, 2025
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Tackling Data-heterogeneity Variations in Federated Learning via Adaptive Aggregate Weights
Qiaoyun Yin, Zhiyong Feng, Xiaohong Li, Shizhan Chen, Hongyue Wu* , Gaoyong Han
Knowledge-Based Systems (KBS) , 304: 112484, 2024
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Cost-Efficient Deep Neural Network Placement in Edge Intelligence-Enabled Internet of Things
Hao Tian, Xiaolong Xu, Hongyue Wu , Qingzhan Zhao, Jianguo Dai, Maqbool Khan
ACM Transactions on Sensor Networks (TOSN) , doi:10.1145/3685930, 2024
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D2D Service Provisioning Mechanism for Content Sharing
Yunfei Luo, Hongyue Wu , Dandan Li, Shizhan Chen, Zhiyong Feng
IEEE International Conference on Web Services (ICWS) , 737-747 , 2024
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Governance of Data Service Marketplace Under Service Ecosystem
Xinyue Zhou, Zhiyong Feng, Shizhan Chen, Xiao Xue, Hongyue Wu
IEEE International Conference on Web Services (ICWS) , 65 -7 2 , 2024
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User Privacy-aware Computation Offloading in Mobile Edge Computing Systems
Hongyue Wu , Zhiwei Chen, Shizhan Chen, Zhiyong Feng
IEEE International Conference on Web Services (ICWS) , 6 76 - 685 , 2024
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Blockchain-based Service Recommendation and Trust Enhancement Model
Chao Wang, Shizhan Chen, Meng Xing, Hongyue Wu* , Zhiyong Feng
Knowledge-Based Systems (KBS) , 294: 111723, 2024
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Service Recommendations for Mashup Based on Generation Model
Guodong Fan, Shizhan Chen, Qiang He, Hongyue Wu* , Jing Li, Xiao Xue, Zhiyong Feng
IEEE Transactions on Services Computing (TSC) , 17(4):1820-1834, 202 4
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Investigating the Impact of Structural Holes on the Value Creation in Mobile Application Service Ecosystems: Evidence from Computational Experiments
Lu Zhang, Shizhan Chen, Xiao Xue, Hongyue Wu* , Zhiyong Feng
Journal of Software: Evolution and Process , 36:6, 2024
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YOLOH: You Only Look One Hourglass for Real-Time Object Detection
Shaobo Wang, Renhai Chen, Hongyue Wu* , Xiaozhe Li, Zhiyong Feng
IEEE Transactions on Image Processing (TIP) , 33: 2104-2115, 2024
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POP-FL: Towards Efficient Federated Learning on Edge Using Parallel Over-Parameterization
Xingjian Lu, Haikun Zheng, Wenyan Liu, Yuhui Jiang, Hongyue Wu
IEEE Transactions on Services Computing (TSC) , 17(2): 617-630, 2024
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Metapath-guided Multi-headed Attention Networks for Trust Prediction in Heterogeneous Social Networks
Yanwei Xu, Zhiyong Feng, Meng Xing, Hongyue Wu* , Shizhan Chen, Xiao Xue, Schahram Dustdarv
Knowledge-Based Systems (KBS) , 282: 111119, 2023
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A Dynamical Model for the Nonlinear Features of Value-Driven Service Ecosystem Evolution
Xinyue Zhou, Jianmao Xiao, Xiao Xue, Shizhan Chen, Hongyue Wu , Zhiyong Feng
International Conference on Service-Oriented Computing (ICSOC) : 291-306, 2023
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Towards Evolving Software Recommendation with Time-sliced Social and Behavioral Information
Hongqi Chen, Zhiyong Feng, Shizhan Chen, Xiao Xue, Hongyue Wu* , Yingchao Sun, Yanwei Xu, Gaoyong Han
Applied Intelligence , 53(21): 25343-25358, 2023
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Evolving Graph Contrastive Learning for Socially-aware Recommendation
Hongqi Chen, Zhiyong Feng, Shizhan Chen, Xiao Xue, Hongyue Wu* , Yingchao Sun, Gaoyong Han, Yanwei Xu
IEEE International Conference on Web Services (ICWS) , 563-572, 2023
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ITS: Improved Tabu Search Algorithm for Path Planning in UAV-Assisted Edge Computing Systems
Hongyue Wu , Mengchen Wu, Wen Peng, Shizhan Chen, Zhiyong Feng
IEEE International Conference on Web Services (ICWS) , 340-349, 2023
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Cost-Efficient Request Bundling for O2O Home Services
Ruoshan Zang, Zhiyong Feng, Xinyue Zhou, Shizhan Chen, Xiao Xue, Hongyue Wu , Hongqi Chen
IEEE International Conference on Web Services (ICWS) , 289-298, 2023
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Dialog Summarization for Software Collaborative Platform via Tuning Pre-trained Models
Guodong Fan, Shizhan Chen, Hongyue Wu , Cuiyun Gao, Jianmao Xiao, Xiao Xue, Zhiyong Feng
The Journal of Systems &Software (JSS) , 204: 111763, 2023
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一种面向边缘计算环境的去中心化服务请求分发方法
吴洪越 , 陈志伟, 石博文, 邓水光, 陈世展, 薛霄, 冯志勇
计算机学报 , 46(5): 987-1002, 2023
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Attention-based Neural Networks for Trust Evaluation in Online Social Networks
Yanwei Xu , Zhiyong Feng , Xian Zhou , Meng Xing , Hongyue Wu* , Xiao Xue , Shizhan Chen , Chao Wang , Lianyong Qi
Information Sciences , 630 : 507-522, 2023
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面向App评论响应的语义检索和生成框架
范国栋, 陈世展, 肖建茂, 吴洪越* , 张璐, 薛霄, 王忠杰, 冯志勇
计算机学报 , 45(12): 2528-2543, 2022
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Adaptive Prior-Knowledge-Assisted Function Naming Based on Multi-level Information Explorer
Lancong Liu, Shizhan Chen, Sen Chen, Guodong Fan, Zhiyong Feng, Hongyue Wu*
International Conference on Software Engineering and Knowledge Engineering (SEKE) : 85-90, 2022
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Capturing Users 'Fresh Interests via Evolving Session-Based Social Recommendation
Hongqi Chen, Zhiyong Feng, Shizhan Chen, Xiao Xue, Hongyue Wu* , Yingchao Sun, Yanwei Xu, Gaoyong Han
IEEE International Conference on Web Services (ICWS) : 182-187, 2022
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Sparse Trust Data Mining
Pengli Nie , Guangquan Xu, Litao Jiao, Shaoying Liu, Jian Liu, Weizhi Meng, Hongyue Wu* , Meiqi Feng, Weizhe Wang, Zhengjun Jing, Xi Zheng
IEEE Transactions on Information Forensics and Security (TIFS) , 16: 4559-4573, 2021
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Service Ecosystem: A Lens of Smart Digital Society
Xiao Xue, Zhiyong Feng, Shizhan Chen, Zhangbing Zhou, Chengzhi Qin, Bing Li, Zhongjie Wang, Shufang Wang, Hongyue Wu , Lu Zhang, Yufang Zhang
IEEE International Conference on Services Computing (SCC) : 263-273, 2021
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A Generic Method to Rapidly Release Internet Services on Commercial Platforms
Xinyue Zhou, Zhiyong Feng, Jianmao Xiao, Shizhan Chen, Xiao Xue, Hongyue Wu*
IEEE International Conference on Web Services (ICWS) : 364-371, 2021
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MemTrust: Find Deep Trust in Your Mind
Yanwei Xu, Zhiyong Feng, Xiao Xue, Shizhan Chen, Hongyue Wu* , Xian Zhou, Meng Xing, Hongqi Chen
IEEE International Conference on Web Services (ICWS) : 598-607
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Trust Management for Reliable Cross-Platform Cooperation Based on Blockchain
Chao Wang, Shizhan Chen, Shiping Chen, Xiao Xue, Hongyue Wu* , Zhiyong Feng
IEEE International Conference on Web Services (ICWS) : 629-634, 2020
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Detecting User Significant Intention via Sentiment-Preference Correlation Analysis for Continuous App Improvement
Jianmao Xiao, Shizhan Chen, Qiang He, Hongyue Wu* , Zhiyong Feng, Xiao Xue
International Conference on Service Oriented Computing (ICSOC) : 386-400, 2020
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Mobility-Aware Service Selection in Mobile Edge Computing Systems
Hongyue Wu , Shuiguang Deng, Wei Li, Jianwei Yin, Xiaohong Li, Zhiyong Feng, Albert Y. Zomaya:
IEEE International Conference on Web Services (ICWS) : 201-208, 2019
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Request Dispatching for Minimizing Service Response Time in Edge Cloud Systems
Hongyue Wu , Shuiguang Deng , Wei Li , Samee U. Khan , Jianwei Yin, Albert Y. Zomaya:
International Conference on Computer Communications and Networks (ICCCN) : 1-9, 2018
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Service Selection for Composition in Mobile Edge Computing Systems
Hongyue Wu , Shuiguang Deng , Wei Li , Min Fu , Jianwei Yin , Albert Y. Zomaya
IEEE International Conference on Web Services (ICWS) : 355-358, 2018
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Mobile Service Selection for Composition: An Energy Consumption Perspective
Shuiguang Deng, Hongyue Wu , Wei Tan, Zhengzhe Xiang, and Zhaohui Wu
IEEE Transactions on Automation Science and Engineering (TASE) , 14(3):1478-1490, 2017
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Revenue-Driven Service Provisioning for Resource Sharing in Mobile Cloud Computing (Best Paper Award)
Hongyue Wu , Shuiguang Deng, Wei Li, Qiang Yang, Jianwei Yin, Zhaohui Wu, and Albert Y. Zomaya
International Conference on Service Oriented Computing (ICSOC) . 625-640, 2017
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Toward Mobile Service Computing: Opportunities and Challenges
Shuiguang Deng, Longtao Huang, Hongyue Wu , Wei Tan, Javid Taheri, Albert Y. Zomaya, and Zhaohui Wu
IEEE Cloud Computing , 3(4):32-41, 2016
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Cost Performance Driven Service Mashup: A Developer Perspective
Shuiguang Deng, Hongyue Wu , Javid Taheri, Albert Y. Zomaya, and Zhaohui Wu
IEEE Transactions on Parallel and Distributed Systems (TPDS) , 27(8): 2234-2247, 2016
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Service Selection for Composition with QoS Correlations
Shuiguang Deng, Hongyue Wu , Daning Hu, and J.Leon Zhao
IEEE Transactions on Services Computing (TSC) , 9(2):291-303, 2016
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Constraints-Driven Service Composition in Mobile Cloud Computing
Shuiguang Deng, Longtao Huang, Hongyue Wu , and Zhaohui Wu
IEEE International Conference on Web Services (ICWS) : 228-235, 2016
科研 项目
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2026-2029 ， 面向卫星计算的高效与可靠服务供应研究 ，国 家 自然科学基金面上项目 ，主持
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2025-2025， 数据异常趋势预测算法模型研究服务项目 ，中国星网项目 ，主持
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202 5 -202 5 ， 面向卫星计算环境的边缘服务协同技术研究 ， 天津大学自主创新基金 ，主持
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2025-2025， 面向无人机集群的智能服务协同技术研究 ， 云南省重点实验室课题 ，主持
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2024-2026， D2D场景下的软件服务供应关键技术研究 ，国 家重点实验室课题，主持
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2024-2024， 体卫智融合促进老年人体质健康的关键服务技术 ，天津大学自主创新基金 ，主持
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2022-2024，面向终端直通服务的高效与可靠服务供应研究，国家自然科学基金项目，主持
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2021-2025，面向不确定性需求的认知服务构造与演化机理，国家自然科学基金重点项目，参与
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2021-2023，移动边缘计算中高效服务供应技术研究，北京市重点实验室课题，主持
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2020-2023，基于知识图谱的云制造服务跨界融合关键技术研究，国家自然科学基金项目，参与
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2020-2021，移动边缘计算中的服务部署方法与供应策略研究，中国博士后科学基金，主持
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2020-2020，老龄人口主动健康的智能服务导航技术研究，天津大学自主创新基金，主持
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2019-2022，面向移动边缘计算的高效与可靠服务供应机制研究，天津市自然科学基金，主持
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2019-2020，移动边缘计算中高效服务供应技术研究，教育部重点实验室课题，主持
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2018-2021，移动边缘计算中服务供应策略与选用方法研究，国家自然科学基金项目，参与
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2018-2020，跨界服务融合理论与关键技术，国家重点研发计划，参与
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2017-2020，健康养老跨界服务应用示范，国家重点研发计划，参与
教学
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软件工程，三年级本科生
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软件体系结构，三年级本科生
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统一 建模语言，一年级研究生