Research output per year
Research output per year
Personal profile
Author IDs
ORCID iD: 0000-0002-9301-0894
Scopus Author ID: 57188712632
Impact
Biography
Junming Liu is an Assistant Professor in the Department of Information Systems. He received his Ph.D. in Management Science and Information Systems from the Rutgers Business School. His general areas of research are data mining, supply chain analytics, and large-scale optimization, with a focus on developing effective and efficient data mining techniques for emerging big data & supply chain applications.
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)
- Data Mining
- Production and Operations Management
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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Collaborations from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
Research output
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Find the Good. Seek the Unity: A Hidden Markov Model of Human-AI Delegation Dynamics
LIU, J., YUE, W. T., LEUNG, C. M. A. & Zhang, X., 2 Jul 2025, (Online published) In: MIS Quarterly.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., 11 Mar 2025, (Accepted/In press/Filed) In: Production and Operations Management.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
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A Data-Driven Optimization Framework for Static Rebalancing Operations in Bike Sharing Systems
LIU, J., Chen, W. & Sun, L., 21 Sept 2024, (Accepted/In press/Filed) In: INFORMS Journal on Computing.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
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LEVER: Online Adaptive Sequence Learning Framework for High-Frequency Trading
Yuan, Z., Liu, J., Zhou, H., Zhang, D., Liu, H., Zhu, N. & Xiong, H., Nov 2024, In: IEEE Transactions on Knowledge and Data Engineering. 36, 11, p. 6547-6559 13 p.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
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A Cost-Effective Sequential Route Recommender System for Taxi Drivers
Liu, J., Teng, M., Chen, W. & Xiong, H., Sept 2023, In: INFORMS Journal on Computing. 35, 5, p. 1098–1119Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
6 Citations (Scopus)
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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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GRF: A Data-driven Rebalancing Optimization System for Bike-sharing Systems
LIU, J. (Principal Investigator / Project Coordinator), Chen, W. (Co-Investigator) & YU, Y. (Co-Investigator)
1/09/22 → …
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
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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Mr. Xiang LI, 李翔
- Department of Information Systems - Research Assistant
Person: Doctor of Philosophy (Student), Research Assistant
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Mr. Muchen WEN, 文牧晨
- Department of Information Systems - Research Assistant
Person: Doctor of Philosophy (Student), Research Assistant