Mingyi Liu (刘明义)

Mingyi Liu (刘明义)

Assistant Professor

I am an assistant professor at Faculty of Computing, Harbin Institute of Technology (HIT). I received the Ph.D. degree in software engineering from Harbin Institute of Technology in 2023. I has received the Outstanding Doctoral Dissertation Nomination Award from Harbin Institute of Technology, and the Outstanding Doctoral Award from CCF Specialized Committee on Service Computing. My research interests include service computing, graph structure learning, graph neural networks and graph foundation model. 。

🎓 Education

  • 2018.09 - 2023.06, Harbin Institute of Technology, Faculty of Computing, Ph.D. (combined Master’s and Doctoral program)

  • 2014.09 - 2018.06, Harbin Institute of Technology, School of Computer Science and Technology, Bachelor

💻 Professional Experience

  • 2023.06 - Now, Harbin Institute of Technology, Faculty of Computing, Assistant Professor

📋 Professional Activities

ICWS24 Senior Program Committee Member , ICSOC24 Program Committee Member, IEEE COINS24 Program Committee Member.

📝 Selected Publications (Updating…)

Journal

  • Mingyi Liu, Zhiying Tu, Tonghua Su, Xianzhi Wang, Xiaofei Xu, Zhongjie Wang. Behaviornet: A fine-grained behavior-aware network for dynamic link prediction. ACM Transactions on the web., 18(2): 1-26 (2024) (CCF-B) [DOI]

  • Mingyi Liu, Hanchuan Xu, Quan Z Sheng, Zhongjie Wang. QoSGNN: Boosting QoS Prediction Performance With Graph Neural Networks. IEEE Trans. Serv. Comput., (2023) (CCF-A, IF=8.2) [DOI]

  • Mingyi Liu, Zhiying Tu, Xiaofei Xu, Zhongjie Wang. Who Should I Engage With at What Time? A Missing Event-Aware Temporal Graph Neural Network. IEEE Transactions on Neural Networks and Learning Systems, (2023) (CCF-B, TOP) [DOI]

  • Mingyi Liu, Zhiying Tu, Hanchuan Xu, Xiaofei Xu, Zhongjie Wang. DySR: A Dynamic Graph Neural Network Based Service Bundle Recommendation Model for Mashup Creation. IEEE Trans. Serv. Comput., 16(4): 2592-2605 (2023) (CCF-A, IF=8.2) [DOI]

  • Mingyi Liu, Zhiying Tu, Xiaofei Xu, Zhongjie Wang, Yan Wang. A data-driven approach for constructing multilayer network-based service ecosystem models. Softw. Syst. Model., 22(3): 919-939 (2023) (CCF-B) [DOI]

  • Mingyi Liu, Zhiying Tu, Tong Zhang, Tonghua Su, Xiaofei Xu, Zhongjie Wang. LTP: A New Active Learning Strategy for CRF-Based Named Entity Recognition. Neural Process. Lett., 54(3): 2433-2454 (2022) [DOI] [Code]

  • Mingyi Liu, Zhiying Tu, Hanchuan Xu, Xiaofei Xu, Zhongjie Wang. Community-based service ecosystem evolution analysis. Service Oriented Computing and Applications., 16(2): 97-110 (2022) [DOI]

  • Mingyi Liu, Zhiying Tu, Yeqi Zhu, Xiaofei Xu, Zhongjie Wang, Quan Z Sheng. Data correction and evolution analysis of the ProgrammableWeb service ecosystem. Journal of Systems and Software., 182: 111066 (2021) (CCF-B) [DOI]

Conference

专利

🏅 荣誉奖项

🏛️ 学术会议