Research output per year
Research output per year
Personal profile
Author IDs
ORCID iD: 0000-0002-5602-0540
Scopus Author ID: 56136747600
Google Scholar Profile: Mm7aj28AAAAJ
Impact
Qualifications (Brief)
PhD - Industrial Engineering and Logistics Management (The Hong Kong University of Science and Technology)
BSc - Applied Maths (Tsinghua University)
Prizes/Honours
- The 2012-2013 Early Career Award The Research Grants Council of Hong Kong
- The 2012 Outatanding Simulation Publication Award INFORMS Simulation Society
Research Interests/Areas
- Financial Engineering, Risk Management
- Stochastic Simulation
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 3 Good Health and Well-being -
SDG 10 Reduced Inequalities -
SDG 11 Sustainable Cities and Communities
Fingerprint
Dive into the research topics where Guangwu LIU is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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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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Supply chain flexibility with link disruptions
Gao, Y., Liu, G. & Shum, S., Jan 2026, In: Operations Research Letters. 64, 107385.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
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A unified robust optimization approach for problems with costly simulation-based objectives and constraints
Zheng, L., Chen, Y., Liu, G. & Bao, J., Nov 2025, In: Computers and Operations Research. 183, 107179.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
1 Link opens in a new tab Citation (Scopus) -
Constructing Confidence Intervals for Value-at-Risk via Nested Simulation
Zhu, Q., Liu, G. & Kuang, X., Dec 2025, 2025 Winter Simulation Conference (WSC). 979-8-3315-8727-7: IEEE, p. 211-222 (Proceedings - Winter Simulation Conference).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
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Derivative-Free Optimization via Finite Difference Approximation: An Experimental Study
Wang, D.-Y., Liang, G., Liu, G. & Zhang, K., Dec 2025, In: Asia-Pacific Journal of Operational Research. 42, 6, 23 p., 2540005.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
4 Link opens in a new tab Citations (Scopus) -
Enhanced Derivative-Free Optimization Using Adaptive Correlation-Induced Finite Difference Estimators
Liang, G., Liu, G. & Zhang, K., Dec 2025, 2025 Winter Simulation Conference (WSC). IEEE, p. 342-353 (Proceedings - Winter Simulation Conference).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
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TBRS-ExtU-Lead: Enhancing Hong Kong's Role in Sustainable Supply Chain Finance via Technology Transformation
ZHANG, J. (Main Project Coordinator [External]) & LIU, G. (Principal Investigator / Project Coordinator)
1/01/25 → …
Project: Research
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GRF: Adaptive Sampling Methods for Ranking and Estimation Problems
LIU, G. (Principal Investigator / Project Coordinator)
1/01/24 → …
Project: Research
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NSFC: Financial Systemic Risk Measures based on Monte Carlo Simulation: Theory and Methods
LIU, G. (Principal Investigator / Project Coordinator), CHEN, Z. (Co-Investigator), HE, J. (Co-Investigator), HONG, L. (Co-Investigator), HOU, Y. (Co-Investigator), Huang, W. (Co-Investigator) & Jiang, R. (Co-Investigator)
1/01/22 → …
Project: Research
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ResCtrs: College of Business Research Centre for Fintech and Business Analytics (FBAC)
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
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GRF: Simulation Methods for Sensitivities of Expectations with Nested Discontinuity
LIU, G. (Principal Investigator / Project Coordinator)
1/01/22 → 19/12/24
Project: Research
Prizes
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The 2012 Outstanding Simulation Publication Award
HONG, J. (Recipient) & LIU, G. (Recipient), 2012
Prize: RGC 64B - Prizes and awards
Activities
- 1 Conference / Symposium
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ArtX HK Forum
LIN, F. (Organiser), CHING, M. B. (Organiser), Aarseth, E. (Organiser), HE, T. (Organiser), KLEIN, T. (Organiser), LI, W. J. (Organiser), LIAO, J. (Organiser), LIU, G. (Organiser), LIU, X. (Organiser), TSE, C. K. (Organiser), YIP, A. (Organiser), BOEY, F. (Member of Advisory Committee), Siu-han, R. W. (Member of Advisory Committee), Wu, T. (Member of Advisory Committee) & Chao, Z. D. (Member of Advisory Committee)
18 Dec 2025Activity: Organizing or Participating in a conference / an event › Conference / Symposium