Research output per year
Research output per year
Personal profile
Author IDs
ORCID iD: 0000-0002-9301-0894
Scopus Author ID: 57188712632
ResearcherID: LDF-8900-2024
Impact
Biography
Junming Liu is an Associate Professor and Associate Head of the Department of Information Systems at City University of Hong Kong. He received his Ph.D. in Information Technology from Rutgers Business School in 2019, following a B.Sc. in Physics from the School of the Gifted Young at the University of Science and Technology of China (USTC). His research spans data mining, supply chain analytics, urban computing, and large-scale optimization, with a focus on developing effective data mining techniques for big data and supply chain applications. He is actively involved in projects on intelligent transportation, data-driven operations, supply chain network optimization, and human–AI collaboration. His works have been published in various leading business journals and computer science conference proceedings.
Research Interests/Areas
- Smart City
- Supply Chain Analytics
- Data Mining
- Machine Learning
Teaching
Business Intelligence and Analytics (IS4834)- Machine Learning for Business (IS4861)
- Business Data Analytics (IS6400)
- AI for Business Applications (IS6423)
URLs/Links
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 1 No Poverty -
SDG 7 Affordable and Clean Energy -
SDG 9 Industry, Innovation, and Infrastructure -
SDG 11 Sustainable Cities and Communities -
SDG 16 Peace, Justice and Strong Institutions
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Collaborations from the last five years
Recent external collaboration based on locations. Dive into details by clicking on the dots or
Research output
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Analyzing Consumer Footprints on E-commerce Platforms: A Multi-Channel Sequential Search Model with Reference Price
Zhang, H., Guo, Z., Liu, J. & Wang, M., 10 Feb 2026, (Online published) In: Information Systems Research.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Open AccessFile -
An online fault early warning framework for wind turbines using a dynamically updated temporal fusion transformer
Wang, Z., Wang, X., Yang, G.-R., Xu, J. D., Liu, J. & Li, Q., 15 Nov 2026, In: Applied Energy. 423, 22 p., 128340.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
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Fleet Repositioning for Vehicle Sharing Systems: Asymptotic Optimality of the Balanced Myopic Policy
Yang, Y., Yu, Y., Wang, Q. & Liu, J., Feb 2026, In: Production and Operations Management. 35, 2, p. 566–585 20 p.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
2 Link opens in a new tab Citations (Scopus) -
A Data-Driven Optimization Framework for Static Rebalancing Operations in Bike Sharing Systems
Liu, J., Chen, W. & Sun, L., Sept 2025, In: INFORMS Journal on Computing. 37, 5, p. 1369-1390 22 p.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
8 Link opens in a new tab Citations (Scopus) -
Event Shocks in Investment Networks: A Contextual-Temporal Aware Neural Point Process Framework for Startup Success Prediction
Liu, M., Hu, M. & Liu, J., Dec 2025, Proceedings of the 46th International Conference on Information Systems (ICIS 2025). Grover , V., Stafford, T., Syler, R. & Tan, B. (eds.). Association for Information Systems, ICIS2025-2216. (International Conference on Information Systems (ICIS)).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
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GDBAB-NSF-SRI: 网络效应驱动的共享单车系统再平衡优化框架
LIU, J. (Principal Investigator / Project Coordinator)
1/01/25 → …
Project: Research
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GRF: Beyond Cognitive Appraisal: An AI Delegation Framework for Human-AI Collaborative Intelligence
LIU, J. (Principal Investigator / Project Coordinator) & YUE, W. T. (Co-Investigator)
1/01/24 → …
Project: Research
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NSFC-YPC-SRI: 基于群体轨迹数据的时空异构网络溢出效应的探测及应用
LIU, J. (Principal Investigator / Project Coordinator)
1/01/23 → …
Project: Research
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SZSTIB-C-HK: 技術轉移智能推薦系統
MA, J. (Principal Investigator / Project Coordinator), LIU, J. (Co-Investigator) & LU, A. (Co-Investigator)
1/08/21 → …
Project: Research
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ResCtrs: Fintech and Digital Assets Centre (FDAC)
FENG, G. G. (Principal Investigator / Project Coordinator), CHEN, Y. F. (Co-Investigator), HAO, G. (Co-Investigator), HE, J. (Co-Investigator), LEUNG, C. M. A. (Co-Investigator), LI, X. (Co-Investigator), LIU, J. (Co-Investigator), LIU, G. (Co-Investigator), QI, Y. (Co-Investigator), TSO, K. F. G. (Co-Investigator), WONG, C. S. M. (Co-Investigator), YAN, H. (Co-Investigator), ZHAO, H. (Co-Investigator) & ZUO, Z. (Co-Investigator)
15/06/12 → …
Project: Research
Prizes
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2024 College Teaching Excellence Awards
LIU, J. (Recipient), Dec 2024
Prize: RGC 64B - Prizes and awards
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ICIS Best Student Paper Award
HU, M. (Recipient), LIN, Q. (Recipient), Zhang, D. (Recipient), LU, A. (Recipient), LIU, J. (Recipient) & Xiong, H. (Recipient), Dec 2023
Prize: RGC 64B - Prizes and awards
Supervised Students
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Miss Manting HU, 胡曼婷
- Department of Information Systems - P/T Research Assistant
Person: P/T Research Assistant, Doctor of Philosophy (Student)
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