I have several positions for master students this year. Welcome all students who are interested in my research area to contact me!
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hongyue.wu@tju.edu.cn
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Room B333, Building 55,Tianjin University (Beiyangyuan Campus)
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No. 135, Yaguan Road, Jinnan District, Tianjin, P.R. China
Hongyue WU
I am currently an associate professor and master supervisor at the College of Intelligence and Computing, Tianjin University. In 2018, I obtained my doctoral degree from the College of Computer Science and Technology at Zhejiang University, under the supervision of Professor Shuiguang Deng. In the same year, I joined the College of Intelligence and Computing at Tianjin University. From 2017 to 2018, I have been a joint Ph.D. student at the University of Sydney, Australia, under the supervision of Professor Albert Y. Zomaya.
My main research interests include edge computing, mobile cloud computing, federated machine learning, satellite computing, etc. I have led or participated as a key member in many projects, including National Key Research and Development Program, National Science and Technology Support Programs, and National Natural Science Foundation of China, etc. I have published over 70 papers, including internationally renowned journals such as IEEE TPDS, TIFS, TIP, TSC, TASE, and core conferences in the field such as ICSOC and IEEE ICWS. In 2017, I won the Sole Best Paper Award of ICSOC.Â
News
Aug, 2025 : One project was granted by the National Natural Science Foundation of China (NSFC).
Aug, 2025 : One paper was accepted by IEEE Transactions on Services Computing (TSC) (CCF A).
Jul, 2025 : One project was granted by China SatNet.
May, 2025 : One paper was accepted by IEEE International Conference on Web Services (ICWS) (Top conference in service computing).
May, 2025 : One paper was accepted by IEEE Transactions on Consumer Electronics (TCE) (SCI Q2).
Apr, 2025 : One project was granted by the Tianjin University Independent Innovation Fund.
Mar, 2025 : One paper was accepted by IEEE Transactions on Computers (TC) (CCF A).
Feb, 2025 : One paper was accepted by IEEE Transactions on Consumer Electronics (TCE) (SCI Q2).
Jan, 2025 : One paper was accepted by Information Processing &Management (IPM) (SCI Q1).
Dec, 2024 : One paper was accepted by Applied Soft Computing (SCI Q2).
Nov, 2024 : One project was granted by a Yunnan Provincial Key Laboratory.
Nov, 2024 : One paper was accepted by IEEE Transactions on Knowledge and Data Engineering (TKDE) (CCF A).
Sep, 2024 : One paper was accepted by Knowledge-Based Systems (KBS) ( SCI Q1 ).
Aug, 2024 : One project was granted by the Tianjin University Independent Innovation Fund.
Jul, 2024 : One paper was accepted by ACM Transactions on Sensor Networks (TOSN) (CCF B).
Jun, 2024: One Program is granted b y a National Key Laboratory .
May, 2024:Â Three papers were accepted by IEEE International Conference on Web Services (ICWS) (Top conference in service computing).
Apr, 2024:Â One paper was accepted by Knowledge-Based Systems (KBS) (SCI Q1).
Mar, 2024:Â One paper was accepted by IEEE Transactions on Image Processing (TIP) (CCF A).
Feb, 2024:Â One paper was accepted by IEEE Transactions on Services Computing (TSC) (CCF A).
Selected Publications
（* refers to corresponding author）
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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 (TSC), 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 EcosystemÂ
Xinyue Zhou, Zhiyong Feng, Shizhan Chen, Xiao Xue, Hongyue Wu
IEEE International Conference on Web Services (ICWS) , 65-72, 2024
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User Privacy-aware Computation Offloading in Mobile Edge Computing SystemsÂ
Hongyue Wu , Zhiwei Chen, Shizhan Chen, Zhiyong Feng
IEEE International Conference on Web Services (ICWS) , 676-685, 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, 2024
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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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Decentralized Service Request Dispatching for Edge Computing Systems
Hongyue Wu , Zhiwei Chen, Bowen Shi, Shuiguang Deng, Shizhan Chen, Xiao Xue, Zhiyong Feng
Chinese Journal of Computers , 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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A Semantic Retrieval and Generation Framework for App Review ResponseÂ
Guodong Fan, Shizhan Chen, Jianmao Xiao, Hongyue Wu* , Lu Zhang, Xiao Xue, Zhongjie Wang, Zhiyong Feng
Chinese Journal of Computers , 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
Selected Projects
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2026-2029 , Research on Efficient and Reliable Service Provisioning in Satellite Computing Systems, National Natural Science Foundation of China (General Program), PI
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2025-2025 , Research on Algorithmic Models for Data Anomaly Trend Prediction, China SatNet Project, PI
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2025-2025 , Research on Edge Service Collaboration Technologies in Satellite Computing Systems, Tianjin University Independent Innovation Fund, PI
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2025-2025 , Research on Intelligent Service Collaboration Technologies in UAV swarms, Yunnan Provincial Key Laboratory Project, PI
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2024-2026 , Research on Key Technologies of Software Service Provisioning in D2D Systems, National Key Laboratory Project, PI
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2024-2024 , Key Service Technologies for Integrating Sports, Medicine, and Intelligence to Promote Elderly Physical Health, Tianjin University Independent Innovation Fund, PI
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2022-2024 , Research on Efficient and Reliable Service Provisioning for D2D Services, National Natural Science Foundation of China (Youth Program), PI
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2021-2025 , Construction and Evolution Mechanisms of Cognitive Services for Uncertain Requirements, National Natural Science Foundation of China (Key Program), Participant
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2021-2023 , Research on Efficient Service Provisioning Technologies in Mobile Edge Computing, Beijing Key Laboratory Project, PI
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2020-2023 , Research on Key Technologies of Knowledge Graph-Based Cloud Manufacturing Service Crossover and Converge , National Natural Science Foundation of China (General Program) , Participant
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2020-2021 , Research on Service Deployment and Provision in Mobile Edge Computing , China Postdoctoral Science Foundation, PI
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2020-2020 , Research on Intelligent Service Navigation Technologies for Active Health of the Elderly Population, Tianjin University Independent Innovation Fund, PI
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2019-2022 , Research on Efficient and Reliable Service Provisioning in Mobile Edge Computing , Natural Science Foundation of Tianjin City , PI
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2019-2020 , Research on Efficient Service Provisioning in Mobile Edge Computing, Ministry of Education Key Laboratory Project, PI
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2018-2021 , Research on Service Provision and Consumption in Mobile Edge Computing, National Natural Science Foundation of China (General Program), Participant
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2018-2020 , Converge theory and Key Technologies for Crossover services, National Key Research and Development Program of China, Participant
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2017-2020 , Application Demonstration of Health and Elderly Care Crossover Services, National Key Research and Development Program of China, Participant
Teaching
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Software Engineering, Third-year undergraduate students
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Software Architecture, Third-year undergraduate students
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Unified Modeling Language, First-year graduate students