Personal information

Emails & domains

Verified email domains

Websites & social links

https://sites.google.com/view/huangwenjie

Other IDs

Scopus Author ID: 57221075862
Scopus Author ID: 56843975300

Countries

Hong Kong SAR China

Activities

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Employment (4)

The University of Hong Kong: Hong Kong, HK

2021-09 to present | Assistant Professor (Research) (Data and Systems Engineering/Musketeers Foundation Institute of Data Science)
Employment
Source: Self-asserted source
Wenjie Huang

The Chinese University of Hong Kong - Shenzhen: Shenzhen, Guangdong, CN

2019-09-16 to 2021-09-15 | Postdoctoral Research Fellow (School of Data Science)
Employment
Source: Self-asserted source
Wenjie Huang

Groupe d'Études et de Recherche en Analyse des Décisions: Montreal, Quebec, CA

2019-09-16 to 2021-09-15 | Postdoctoral Research Fellow
Employment
Source: Self-asserted source
Wenjie Huang

National University of Singapore: Singapore, SG

2018-09-01 to 2019-06-30 | Research Engineer (Industrial Systems Engineering and Management )
Employment
Source: Self-asserted source
Wenjie Huang

Education and qualifications (3)

National University of Singapore: Singapore, SG

2014-08-05 to 2019-06-30 | Ph.D. (Industrial Systems Engineering and Management )
Education
Source: Self-asserted source
Wenjie Huang

Shanghai Jiao Tong University: Shanghai, CN

2010-09-05 to 2014-06-30 | B.S. (Industrial Engineering )
Education
Source: Self-asserted source
Wenjie Huang

University of Cambridge: Cambridge, Cambridgeshire, GB

2012-08 to 2012-09 | Exchange Student (Engineering)
Education
Source: Self-asserted source
Wenjie Huang

Works (24)

Stochastic optimization for on-time delivery in high-speed railway meal services: balancing earliness and tardiness costs

Industrial Management & Data Systems
2025-03-27 | Journal article
DOI: 10.1108/IMDS-12-2024-1250
Contributors: Lei Xu; Wenjie Huang; Yaping Zhao; Weilei Feng; Rongsen Jin
Source: check_circle
Crossref

DRL-ORA: Distributional Reinforcement Learning with Online Risk Adaption

2025-02-09 | Preprint
DOI: 10.48550/ARXIV.2310.05179
Contributors: Yupeng Wu; Wenjie Huang; Chin Pang Ho
Source: Self-asserted source
Wenjie Huang

Shaping Sparse Rewards in Reinforcement Learning: A Semi-supervised Approach

2025-01-31 | Preprint
DOI: 10.48550/ARXIV.2501.19128
Contributors: Wenyun Li; Wenjie Huang
Source: Self-asserted source
Wenjie Huang

Data-driven inventory management for new products: A warm-start and adjusted Dyna-Q approach

2025-01-14 | Preprint
DOI: 10.48550/ARXIV.2501.08109
Contributors: Xinye Qu; Longxiao Liu; Wenjie Huang
Source: Self-asserted source
Wenjie Huang

The Impact of Risk-Awareness on Assortment Planning

SSRN Electronic Journal
2024 | Preprint
DOI: 10.2139/ssrn.4826377
Part of ISSN: 1556-5068
Contributors: Junjie Lei; Wenjie Huang; Zizhuo Wang
Source: Self-asserted source
Wenjie Huang

Efficiency versus Accuracy: the Optimal Level of Decentralization in Humanitarian Operations for Sudden-Onset Disasters

2024-12-13 | Preprint
Contributors: Wenjie Huang; Xiaobo Li; Yinuo Lin; Lei Xu
Source: Self-asserted source
Wenjie Huang

The Role of Mixed Discounting in Risk-Averse Sequential Decision-Making

2024-11-10 | Preprint
DOI: 10.2139/ssrn.5013140
Contributors: Wenjie Huang; Erick Delage; Shanshan Wang
Source: Self-asserted source
Wenjie Huang

Preference Robust Optimization with Quasi-Concave Choice Functions in Multi-Attribute Decision-Making: Characterization and Computation

2024-11-07 | Preprint
DOI: 10.48550/ARXIV.2008.13309
Contributors: Jian Wu; William B. Haskell; Wenjie Huang; Huifu Xu
Source: Self-asserted source
Wenjie Huang

Online Non-convex Optimization with Long-term Non-convex Constraints

2023 | Preprint
DOI: 10.48550/ARXIV.2311.02426
Contributors: Shijie Pan; Wenjie Huang
Source: Self-asserted source
Wenjie Huang

Online non-convex learning for river pollution source identification

IISE Transactions
2023-03-04 | Journal article
DOI: 10.1080/24725854.2022.2068087
Contributors: Wenjie Huang; Jing Jiang; Xiao Liu
Source: check_circle
Crossref

Pricing and Green Promotion Decisions in a Retailer-owned Dual-channel Supply Chain with Multiple Manufacturers

Cleaner Logistics and Supply Chain
2023-01 | Journal article
DOI: 10.1016/j.clscn.2023.100092
Part of ISSN: 2772-3909
Contributors: Yaping Zhao; Wenjie Huang; Endong Xu; Xiaoyun Xu
Source: Self-asserted source
Wenjie Huang
grade
Preferred source (of 2)‎

Preference Robust Optimization for Choice Functions on the Space of CDFs

SIAM Journal on Optimization
2022-06 | Journal article
DOI: 10.1137/20m1316524
Part of ISSN: 1052-6234
Part of ISSN: 1095-7189
Source: Self-asserted source
Wenjie Huang

Profit model for electric vehicle rental service: Sensitive analysis and differential pricing strategy

Energy
2022-03-15 | Journal article
DOI: 10.1016/j.energy.2022.123736
Part of ISSN: 0360-5442
Source: Self-asserted source
Wenjie Huang
grade
Preferred source (of 2)‎

Randomized Smoothing Variance Reduction Method for Large-Scale Non-smooth Convex Optimization

Operations Research Forum
2021-06 | Journal article
DOI: 10.1007/s43069-021-00059-y
Contributors: Wenjie Huang; Xun Zhang
Source: check_circle
Crossref

Profit Optimization for Mileage-Based Pricing of Electric Vehicle Lease

IEEE Transactions on Engineering Management
2020 | Journal article
DOI: 10.1109/tem.2020.2966649
Part of ISSN: 0018-9391
Part of ISSN: 1558-0040
Source: Self-asserted source
Wenjie Huang

Stochastic Approximation for Risk-aware Markov Decision Processes

IEEE Transactions on Automatic Control
2020 | Journal article
DOI: 10.1109/tac.2020.2989702
Part of ISSN: 0018-9286
Part of ISSN: 1558-2523
Part of ISSN: 2334-3303
Source: Self-asserted source
Wenjie Huang

Model and Reinforcement Learning for Markov Games with Risk Preferences

Proceedings of the AAAI Conference on Artificial Intelligence
2020-04-03 | Conference paper
DOI: 10.1609/aaai.v34i02.5574
Part of ISSN: 2374-3468
Part of ISSN: 2159-5399
Source: Self-asserted source
Wenjie Huang

Data-driven Satisficing Measure and Ranking

Journal of the Operational Research Society
2020-03-03 | Journal article
DOI: 10.1080/01605682.2019.1599779
Part of ISSN: 0160-5682
Part of ISSN: 1476-9360
Source: Self-asserted source
Wenjie Huang

Machine Learning-Based Method for Urban Lifeline System Resilience Assessment in GIS*

Geographic Information Systems and Science
2019-11-13 | Book chapter
DOI: 10.5772/intechopen.82748
Part of ISBN: 9781839622335
Part of ISBN: 9781839622342
Source: Self-asserted source
Wenjie Huang

Risk-aware Preference Elicitation, Estimation and Optimization

2019-01-25 | Dissertation or Thesis
Source: Self-asserted source
Wenjie Huang

System resilience assessment method of urban lifeline system for GIS

Computers, Environment and Urban Systems
2018-09 | Journal article
DOI: 10.1016/j.compenvurbsys.2018.04.003
Part of ISSN: 0198-9715
Source: Self-asserted source
Wenjie Huang

Preference Elicitation and Robust Optimization with Multi-Attribute Quasi-Concave Choice Functions

2018-05-17 | Report
DOI: 10.48550/ARXIV.1805.06632
Source: Self-asserted source
Wenjie Huang

Risk-aware Q-learning for Markov decision processes

2017 IEEE 56th Annual Conference on Decision and Control (CDC)
2017-12 | Conference paper
DOI: 10.1109/cdc.2017.8264388
ISBN: 9781509028733
Source: Self-asserted source
Wenjie Huang

Research on Lease and Sale of Electric Vehicles Based on Value Engineering

International Journal of Production Research
2016-09-16 | Journal article
DOI: 10.1080/00207543.2015.1081709
Part of ISSN: 0020-7543
Part of ISSN: 1366-588X
Source: Self-asserted source
Wenjie Huang
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