Research Fellows

  • Research Focus

  • Industry Focus

Privacy and Fairness in Data Mining and Machine Learning; Machine Learning; Evolutionary Multi-Objective Optimization; Constraint Programming

Cheng Peng

Senior Research Fellow
  • Constraint Programming, Machine Learning
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Data-driven Optimization under Uncertainty, Flexible Network Design, Logistics and Supply Chain Management, Bike Sharing System, Airline/airport Operations

Huang Jinjia Aaron

Senior Research Fellow
  • Airline, Bike sharing, Logistics, Supply Chain
  • Data-driven Optimization, Network Modeling, Optimisation Under Uncertainty
Envelope Globe

Food Supply Chain, Aviation, Sustainability, Cold Chain, Logistics, Real Estate

Koh Chaik Ming

Senior Research Fellow
  • Aviation, Cold Chain, Food Supply Chain, Logistics, Real Estate, Sustainability
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Energy Finance, Time Series Analysis, Quantitative Finance, Explainable Machine Learning

Li Wei

Research Fellow
  • Finance
  • Machine Learning
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Heuristics for robust yard allocation scheduling, Behavior perception-based disruption models for BACAP, Decision model for berth allocation under uncertainty considering service level, Robust optimization model for berth allocation problem

Liu Changchun

Senior Research Fellow
  • Airline, Maritime
  • Robust Optimization
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Sparse estimation, regularization in deep learning, Bayesian optimization

Liu Peng

Adjunct Research Fellow
  • Bayesian models, Deep Learning
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Applied OR and Data Analytics In Port Logistics, healthcare

Rajiv

Senior Research Fellow
Institute of Operations Research and Analytics, National University of Singapore
  • Healthcare, Maritime
  • Applied OR
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Smart-city Logistics & Operations, Cross-border E-commerce Operations, Platform-based Retailing & Operations

Sun Libo

Research Fellow
Envelope Globe

Decision making under uncertainty

Tan Hong Ming

Research Fellow
  • Optimisation Under Uncertainty
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Predictive Analytics with Big Data, Retail Supply Chain Analytics, Data Warehouse Architect, ETL Development, Data modelling and design, Data infrastructure, CRM and Customer Analytics

Tan Siang Long Herman

Adjunct Research Fellow
  • Retail Analytics
  • Applied OR, Supply Chain
Envelope Globe

Low-rank matrix optimization, semidefinite programming, Riemannian optimization

Tang Tianyun

Research Fellow
  • Low-rank matrix optimization, Riemannian optimization, Semidefinite Programming
Envelope Globe

Optimization over the Stiefel manifold, Riemannian optimization, Nonsmooth optimization.

Xiao Nachuan

Research Felllow
  • Optimization
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