Personal information

Biography

Junming Liu is an assistant professor in the Department of Information Systems at the City University of Hong Kong. He received his Ph.D. from the Rutgers Business School at Rutgers University. Prior to joining Rutgers, he received a B.S. degree in Physics from the University of Science and Technology of China (USTC). His general areas of research are data mining, supply chain analytics, urban computing, and large scale optimization, with a focus on developing effective and efficient data mining techniques for emerging big data & supply chain applications. He has published prolifically in top venues of knowledge discovery and data mining.

Activities

Employment (1)

City University of Hong Kong: HK, HK

Employment
Source: check_circle
City University of Hong Kong

Education and qualifications (3)

Rutgers University Rutgers Business School: Newark, NJ, US

2015-09 to 2019-05-31 | Doctor (Management)
Education
Source: Self-asserted source
Junming Liu

Rutgers University Newark: Newark, NJ, US

2012-09 to 2015-05 | Master of Science (Physics)
Education
Source: Self-asserted source
Junming Liu

University of Science and Technology of China: Hefei, CN

2008-09 to 2012-05
Education
Source: Self-asserted source
Junming Liu

Works (29)

LEVER: Online Adaptive Sequence Learning Framework for High-Frequency Trading

IEEE Transactions on Knowledge and Data Engineering
2024-11 | Journal article
Contributors: Zixuan Yuan; Junming Liu; Haoyi Zhou; Denghui Zhang; Hao Liu; Nengjun Zhu; Hui Xiong
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

A Data-Driven Optimization Framework for Static Rebalancing Operations in Bike Sharing Systems

INFORMS Journal on Computing
2024-11-13 | Journal article
Contributors: Junming Liu; Weiwei Chen; Leilei Sun
Source: check_circle
Crossref

Code and Data Repository for A Data-Driven Optimization Framework for Static Rebalancing Operations in Bike Sharing Systems

INFORMS Journal on Computing
2024-11-13 | Journal article
Contributors: Junming Liu; Weiwei Chen; Leilei Sun
Source: check_circle
Crossref

Spillover in Sharing Economies

ICIS 2023 PROCEEDINGS
2023-12 | Conference paper | Author
SOURCE-WORK-ID:

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EID:

2-s2.0-85192512513

Part of ISBN: 978-1-958200-07-0
Part of ISBN: 9781713893622
Contributors: Muchen Wen; Junming Liu; Juhee KWON; Kyung Sung Jung; Young Kwark
Source: check_circle
City University of Hong Kong

A Graph Learning Model of Network Resources for Early Stage Startup Success Prediction

ICIS 2023 Proceedings
2023-11-16 | Conference paper | Author
SOURCE-WORK-ID:

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EID:

2-s2.0-85192567042

Part of ISBN: 9781958200070
Part of ISBN: 9781713893622
Contributors: Mucan Liu; hu manting; Junming Liu
Source: check_circle
City University of Hong Kong

Graph Learning of Multifaceted Motivations for Online Engagement Prediction in Counter-party Social Networks

ICIS 2023 Proceedings
2023-11-16 | Conference paper | Author
SOURCE-WORK-ID:

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EID:

2-s2.0-85192513038

Part of ISBN: 978-1-958200-07-0
Part of ISBN: 9781713893622
Contributors: hu manting; Qingyuan LIN; Denghui Zhang; Qinglian Lu; Junming Liu; Hui Xiong
Source: check_circle
City University of Hong Kong

A Cost-Effective Sequential Route Recommender System for Taxi Drivers

INFORMS Journal on Computing
2023-09 | Journal article
Contributors: Junming Liu; Mingfei Teng; Weiwei Chen; Hui Xiong
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Fashion in Live Streaming E-Commerce

PACIS 2023 Proceedings
2023-07 | Conference paper | Author
SOURCE-WORK-ID:

541f8cb3-842b-4aa5-86ad-c59567f7e787

Contributors: Shiyu Wang; Yunhui WANG; Junming Liu; Yijun Wang
Source: check_circle
City University of Hong Kong

The Sales Impact of Storytelling in Live Streaming E-Commerce

ICIS 2022 Proceedings
2022-12 | Conference paper | Author
SOURCE-WORK-ID:

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EID:

2-s2.0-85192523852

Part of ISBN: 9781958200049
Part of ISBN: 9781713893615
Contributors: Yunhui WANG; Junming Liu; Yulin FANG
Source: check_circle
City University of Hong Kong

Visual Communication and Fashion Popularity Contagion in Social Networks

ICIS 2022 Proceedings
2022-12 | Conference paper | Author
SOURCE-WORK-ID:

2895eb80-8e03-4b20-9c43-8ba77e0c394b

EID:

2-s2.0-85192565369

Part of ISBN: 978-1-958200-04-9
Contributors: Xiang; Yunhui WANG; Junming Liu; Xiong Hui
Source: check_circle
City University of Hong Kong

Iterative Prediction-and-Optimization for E-Logistics Distribution Network Design

INFORMS Journal on Computing
2022-03 | Journal article
Contributors: Junming Liu; Weiwei Chen; Jingyuan Yang; Hui Xiong; Can Chen
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Storytelling in E-marketplace Live Streaming

PACIS 2021 Proceedings
2021-07 | Conference paper | Author
SOURCE-WORK-ID:

852cfa4e-570b-4e42-9803-562d0755918f

Contributors: Yunhui WANG; Junming Liu; Yulin FANG
Source: check_circle
City University of Hong Kong

Live Streaming E-commerce

The 14th China Summer Workshop on Information Management (CISWIM)
2021-06 | Conference paper | Author
SOURCE-WORK-ID:

c54170eb-2265-434a-9910-a4caca424451

Contributors: Yunhui WANG; Junming Liu; Yulin FANG
Source: check_circle
City University of Hong Kong

Incremental Spatio-Temporal Graph Learning for Online Query-POI Matching

The Web Conference 2021
2021-04 | Conference paper | Author
SOURCE-WORK-ID:

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EID:

2-s2.0-85107905148

Part of ISBN: 9781450383127
Contributors: Zixuan Yuan; Hao Liu; Junming Liu; Yanchi Liu; Yang Yang; Renjun Hu; Hui Xiong
Source: check_circle
City University of Hong Kong

Traffic Demand Prediction Based on Dynamic Transition Convolutional Neural Network

IEEE Transactions on Intelligent Transportation Systems
2021-02 | Journal article | Author
SOURCE-WORK-ID:

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EID:

2-s2.0-85100555136

Contributors: Bowen Du; Xiao Hu; Leilei Sun; Junming Liu; Yanan Qiao; Weifeng Lv
Source: check_circle
City University of Hong Kong
grade
Preferred source (of 2)‎

Development of An Intelligent NLP-Based Audit Plan Knowledge Discovery System

Journal of Emerging Technologies in Accounting
2020 | Journal article | Author
SOURCE-WORK-ID:

b760e198-d824-4c2a-9f98-10eed55f25ad

EID:

2-s2.0-85090620012

Contributors: Qiao Li; Junming Liu
Source: check_circle
City University of Hong Kong

Job2Vec:Job Title Benchmarking with Collective Multi-View Representation Learning

Proceedings of the 28th ACM International Conference on Information and Knowledge Management - CIKM '19
2019 | Conference paper
Source: Self-asserted source
Junming Liu
grade
Preferred source (of 2)‎

Development of An Intelligent NLP-Based Audit Plan Knowledge Discovery System

Journal of Emerging Technologies in Accounting
2019-10-31 | Journal article
Source: Self-asserted source
Junming Liu

Coordinating supplier selection and project scheduling in resource-constrained construction supply chains

International Journal of Production Research
2018-10-02 | Journal article | Author
SOURCE-WORK-ID:

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EID:

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EID:

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WOSUID:

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Contributors: Weiwei Chen; Lei Lei; Zhengwei Wang; Mingfei Teng; Junming Liu
Source: check_circle
City University of Hong Kong
grade
Preferred source (of 2)‎

A Multi-Label Multi-View Learning Framework for In-App Service Usage Analysis

ACM Transactions on Intelligent Systems and Technology
2018-02-21 | Journal article | Author
SOURCE-WORK-ID:

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EID:

2-s2.0-85041485702

WOSUID:

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EID:

2-s2.0-85041485702

Contributors: Yanjie FU; Junming Liu; Xiaolin LI; Hui XIONG
Source: check_circle
City University of Hong Kong
grade
Preferred source (of 2)‎

Warehouse Site Selection for Online Retailers in Inter-Connected Warehouse Networks

Proceedings - 17th IEEE International Conference on Data Mining (ICDM 2017)
2017-11 | Conference paper | Author
SOURCE-WORK-ID:

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EID:

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EID:

2-s2.0-85043979474

WOSUID:

000427187400088

Part of ISBN: 9781538638347
Contributors: Can Chen; Junming Liu; Qiao Li; Yijun Wang; Hui Xiong; Shanshan Wu
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City University of Hong Kong
grade
Preferred source (of 2)‎

Efective and Real-time In-App Activity Analysis in Encrypted Internet Traffic Streams

KDD 2017 - Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining
2017-08-13 | Conference paper | Author
SOURCE-WORK-ID:

40fdda7a-4150-41b6-983e-8b555173349b

EID:

2-s2.0-85029111041

EID:

2-s2.0-85029111041

Part of ISBN: 9781450348874
Contributors: Junming Liu; Yanjie Fu; Jingci Ming; Yong Ren; Leilei Sun; Hui Xiong
Source: check_circle
City University of Hong Kong
grade
Preferred source (of 2)‎

Functional Zone Based Hierarchical Demand Prediction For Bike System Expansion

KDD 2017 - Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining
2017-08-13 | Conference paper | Author
SOURCE-WORK-ID:

78d8d6f5-01e6-4d7d-abd0-7d2aa2c44c3e

EID:

2-s2.0-85029099301

EID:

2-s2.0-85029099301

WOSUID:

000455787300109

Part of ISBN: 9781450348874
Contributors: Junming Liu; Leilei Sun; Qiao Li; Jingci Ming; Yanchi Liu; Hui Xiong
Source: check_circle
City University of Hong Kong
grade
Preferred source (of 2)‎

Service Usage Analysis in Mobile Messaging Apps

<i>Proceedings</i> - 16th IEEE International Conference on Data Mining
2016-12 | Conference paper | Author
SOURCE-WORK-ID:

fdb527d3-fc73-416a-8159-680b14b5176d

WOSUID:

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EID:

2-s2.0-85014531887

Part of ISBN: 9781509054725
Part of ISBN: 9781509054732
Part of ISBN: 9781509054749
Contributors: Yanjie Fu; Junming Liu; Xiaolin Li; Xinjiang Lu; Jingci Ming; Chu Guan; Hui Xiong
Source: check_circle
City University of Hong Kong
grade
Preferred source (of 2)‎

Rebalancing Bike Sharing Systems

KDD 2016 - Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining
2016-08-13 | Conference paper | Author
SOURCE-WORK-ID:

9ec074d3-03a5-40bb-83d4-9afe382dcb8b

EID:

2-s2.0-84985038239

EID:

2-s2.0-84985038239

Part of ISBN: 9781450342322
Contributors: Junming Liu; Leilei Sun; Weiwei Chen; Hui Xiong
Source: check_circle
City University of Hong Kong
grade
Preferred source (of 2)‎

Exploiting human mobility patterns for gas station site selection

Database Systems for Advanced Applications
2016-04 | Conference paper | Author
SOURCE-WORK-ID:

d41a2ef6-9ffa-43bc-ac75-18e4b8233574

EID:

2-s2.0-84962467542

EID:

2-s2.0-84962467542

Part of ISBN: 9783319320250
Part of ISBN: 9783319320243
Contributors: Hongting Niu; Junming Liu; Yanjie Fu; Yanchi Liu; Bo Lang
Source: check_circle
City University of Hong Kong
grade
Preferred source (of 2)‎

Station Site Optimization in Bike Sharing Systems

Proceedings - 15th IEEE International Conference on Data Mining, ICDM 2015
2015-11 | Conference paper | Author
SOURCE-WORK-ID:

8dcfd832-2fe2-4457-a2d3-12c9393f0992

WOSUID:

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EID:

2-s2.0-84963589456

Part of ISBN: 9781467395038
Part of ISBN: 9781467395045
Part of ISBN: 9781467395045
Contributors: Junming Liu; Qiao Li; Meng Qu; Weiwei Chen; Jingyuan Yang; Hui Xiong; Hao Zhong; Yanjie Fu
Source: check_circle
City University of Hong Kong
grade
Preferred source (of 2)‎

Multi-source Information Fusion for Personalized Restaurant Recommendation

SIGIR 2015 - Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval
2015-08-09 | Conference paper | Author
SOURCE-WORK-ID:

efdc529b-42f7-42e2-9667-8b14d918ae5b

EID:

2-s2.0-84953746050

WOSUID:

000382307300141

EID:

2-s2.0-84953746050

Part of ISBN: 9781450336215
Contributors: Jing Sun; Junming Liu; Yun Xiong; Chu Guan; Yangyong Zhu; Hui Xiong
Source: check_circle
City University of Hong Kong
grade
Preferred source (of 2)‎

A cost-effective recommender system for taxi drivers

KDD 2014 - Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining
2014-08 | Conference paper | Author
SOURCE-WORK-ID:

4c2dab40-7912-4411-973f-34a8743678a6

EID:

2-s2.0-84907031845

EID:

2-s2.0-84907031845

Part of ISBN: 9781450329569
Contributors: Meng Qu; Hengshu Zhu; Junming Liu; Guannan Liu; Hui Xiong
Source: check_circle
City University of Hong Kong
grade
Preferred source (of 2)‎

Peer review (9 reviews for 5 publications/grants)

Review activity for ACM transactions on knowledge discovery from data. (1)
Review activity for Applied network science. (2)
Review activity for IEEE transactions on mobile computing. (2)
Review activity for Information systems research. (1)
Review activity for The journal of supercomputing. (3)