RESEARCH FIELD

Management Science

EDUCATION BACKGROUND

Ph.D  City University of Hong Kong(2013.09- 2017.06)

Master  Northeastern University (2011.09-2013.06)

Bachelor Northeastern University (2007.09-2011.06)

TEACHING

Electronic Retail and Consumer Behavior (MOOC), Courtesy, Management Information System, Playing with Simulation Optimization Theory and Application, statistical principles（Undergraduate）

Advanced Operations Research(Postgraduate)

RESEARCH

1. Publications

1.1 Peer Reviewed International Journal Publications

Guo, Hainan, Gu, Haobin, Yu, Zhou, and Peng, Jiaxuan. A data-driven multi-fidelity simulation optimization for medical staff configuration at an emergency department in Hong Kong, Flexible Services and Manufacturing Journal, 2022.06

Shao, Qinglong, Li, Mo, Kang, Peng, and Guo, Hainan. New approach of sustainability evaluation:A Chinese case study of the "Doughnut Theory", Journal of Natural Resources. 2022(02) Page:334-347

Wu,Tingting,Zhuang,Yufen,Fan,Bi, Guo,Hainan,Fan,Wei,Yi,Cai and Xu,Kangkang. Multidomain Feature Fusion for Varying Speed Bearing Diagnosis Using Broad Learning System.Shock and Vibration.2021.01

Zhou,Yu,Lin,Jiping and Guo,Hainan.Feature subset selection via an improved discretization-based particle swarm optimization. Applied Soft Computing.2021.01

Zhou,Yu, Kang,Junhao and Guo,Hainan.Many-objective optimization of feature selection based on two-level particle cooperation.Information Sciences.2020.09

Wang,Jin, Guo,Hainan and Tsui,Kwok-Leung.Two-stage Robust Optimisation for Surgery Scheduling Considering Surgeon Collaboration.International Journal of Production Research.2020.09

Chen,Wenjie,Guo,Hainan and Tsui,Kwok-Leung.An Adaptive Gaussian Process-Based Search for Stochastically Constrained Optimization via Simulation.IEEE Transactions on Automation Science and Engineering.2020.07

Wang,Jin,Cabrera,Javier,Tsui,Kwok-Leung, Guo,Hainan,Bakker,Monique, and Kostis,John B.. Clinical and Nonclinical Effects on Operative Duration: Evidence from a Database on Thoracic Surgery.Journal of Healthcare Engineering.2020.02

Guo,Hainan, Gu,Haobin, Zhou,Yu and Peng,Jiaxuan. A data-driven multi-fidelity simulation optimization for medical staff configuration at an emergency department in Hong Kong.Flexible Services and Manufacturing Journal.2020.01

Fan,Xuanzhu,Tang,Jiafu,Yan,Chongjun,Guo,Hainan and Cao,Zhongfa.Outpatient appointment scheduling problem considering patient selection behavior: data modeling and simulation optimization.Journal of Combinatorial Optimization.2019.12

Chen,Wenjie,Guo,Hainan and Tsui,Kwok-Leung.A new medical staff allocation via simulation optimisation for an emergency department in Hong Kong.International Journal of Production Research.2019.09

Dou,Guowei,Guo,Hainan, Zhang,Qingyu and Li,Xiaodong.A two-period carbon tax regulation for manufacturing and remanufacturing production planning.Computers & Industrial Engineering.2018.12

Zhou,Yu and Guo,Hainan.Collaborative Block Compressed Sensing Reconstruction with Dual-Domain Sparse Representation.Information Sciences.2018.08

Wang,Jin,Guo,Hainan,Bakker,Monique and Tsui,Kwok-Leung.An Integrated Approach for Surgery Scheduling under Uncertainty.Computers & Industrial Engineering.2018.02

Guo,Hainan, Zhao,Yang, Nie,Tie and Tsui,Kwok-Leung.Hong Kong Hospital Authority efficiency evaluation: via a novel DEA-Malmquist model and Tobit regression model.PLOS One.2017.09

Guo,Hainan,Gao,Siyang, Tsui,Kwok-Leung and Niu,Tie.Simulation Optimization for Medical Staff Configuration at Emergency Department in Hong Kong.IEEE Transactions on Automation Science and Engineering.2017.05

Zhou,Yu,Kwong,Sam, Guo,Hainan, Zhang,Xiao and Zhang,Qingfu.A Two-phase Evolutionary Approach for Compressive Sensing reconstruction.IEEE Transactions on Cybernetics.2017.04

1.2 Peer-reviewed Academic/ Professional Meeting Proceedings

Zhang, Q., Wang, K., Guo, H., Yang, S. and Li, C."Base on ETS model for Forcasting Emergency Department Visits,"In 2018 IEEE 3rd Advanced Information Technology, Electronic and Automation Control Conference (IAEAC) ,Chongqing,China,Oct.12-14,2018

Li, X., Liu, S., Pan, Y. and Guo, H."Surgery Scheduling Study of Deputy Surgeons and Assistants Based on MIP,"In 2018 15th International Conference on Service Systems and Service Management (ICSSSM),Hangzhou,China,Jul.21-22,2018

2. Honors

Excellent Thesis Award of Guangdong Computer Society，2rd Prize, 2021.02

Second Prize of Excellent Paper Award of the Fourth Intelligent Manufacturing System Engineering Academic Conference, 2021.11

The 16th "Challenge Cup" Guangdong University Students' Extracurricular Academic Science and Technology Works Competition Guangdong Province Grand Prize, Excellent Instructor, 2021.07

Honorable Mention, the second prize of American Mathematics Competition, excellent instructor, 2021.04