Our Researchers

Integer programming and its application

Wang Quanmeng

Alumni, Research Fellow

2017/2018-IORA, Alumni

integer Programming

Smart-city Logistics & Operations, Cross-border E-commerce Operations, Platform-based Retailing & Operations

Sun Libo

Research Fellow

Channel Management, Capacity Management, Agricultural Products Supply Chain, Asymmetric Competition, Data-driven Operation

Zhang Shuguang

Research Fellow

Supply Chain
Data-driven Optimization

Bayesian Statistics, Machine Learning

Lae Chung Khim

Adjunct Research Fellow

Machine Learning

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

Revenue Management, Online Convex Optimization, Robust Optimization

Li Xiaolong

Alumni, Research Fellow

2019/2020-IORA

Convex Optimization, Revenue Management, Robust Optimization

Predictive Analytics with big data, retailing analytics, learning with small data, customer choice modeling

Huang Shanshan

Research Fellow

Retail Analytics
Discrete Choice Models

Supply Chain Analytics; Intelligent Demand Forecasting; Data Driven Inventory Optimization; Food Supply Chain Resilience; Deep Learning Models and Algorithms; Stochastic Network Modeling and Optimization

Yuan Xue Ming

Senior Research Fellow

Supply Chain
Deep Learning, Demand Forecasting, Inventory Management, Network Modeling, Optimization, Stochastic Modeling

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

Data-driven decision-making, Optimization under uncertainty.

Xiong Peng

Senior Research Fellow

Analytics & Operations

Data-driven Optimization, Optimisation Under Uncertainty

Sparse estimation, regularization in deep learning, Bayesian optimization

Liu Peng

Adjunct Research Fellow

Bayesian models, Deep Learning

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

Energy Finance, Time Series Analysis, Quantitative Finance, Explainable Machine Learning

Li Wei

Research Fellow

Finance
Machine Learning

Synthetic data, Generative models, Data privacy, Industry applications for AI

Fu Shuran

Research Assistant

Adversarial machine learning, Distributionally robust optimization

Yue Zhao

Research Fellow

Distributionally Robust Optimization, Machine Learning

Supply Chain Management, Game Theory, Decision Analysis and Optimization, Transportation Management, Government Policy Design

Zhang Heli

Research Fellow

Decision Analysis and Optimization, Game Theory, Government Policy Design, supply chain management, Transportation Management

Machine Learning Model Development, Statistical Methods & Forecasting, AI/ML at the Intersection of Business & Technology

Poorva Pandya

Research Assistant

Forecasting, Machine Learning, Statistical Analysis

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

Xiao Nachuan

Research Felllow

Optimization

Big data analytics, Blockchain, Supply chain optimization

Yan Ran

Research Assistant

Supply Chain
Blockchain

Applied OR and Data Analytics In Port Logistics, healthcare

Krishnamoorthy Rajeeva Lochanamoorthy

Senior Research Fellow

Healthcare, Maritime
Applied OR

Our Researchers

Research Focus

Industry Focus

Integer programming and its application

Wang Quanmeng

Smart-city Logistics & Operations, Cross-border E-commerce Operations, Platform-based Retailing & Operations

Sun Libo

Channel Management, Capacity Management, Agricultural Products Supply Chain, Asymmetric Competition, Data-driven Operation

Zhang Shuguang

Bayesian Statistics, Machine Learning

Lae Chung Khim

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

Revenue Management, Online Convex Optimization, Robust Optimization

Li Xiaolong

Predictive Analytics with big data, retailing analytics, learning with small data, customer choice modeling

Huang Shanshan

Supply Chain Analytics; Intelligent Demand Forecasting; Data Driven Inventory Optimization; Food Supply Chain Resilience; Deep Learning Models and Algorithms; Stochastic Network Modeling and Optimization

Yuan Xue Ming

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

Data-driven decision-making, Optimization under uncertainty.

Xiong Peng

Sparse estimation, regularization in deep learning, Bayesian optimization

Liu Peng

Data-driven Optimization under Uncertainty, Flexible Network Design, Logistics and Supply Chain Management, Bike Sharing System, Airline/airport Operations

Huang Jinjia Aaron

Energy Finance, Time Series Analysis, Quantitative Finance, Explainable Machine Learning

Li Wei

Synthetic data, Generative models, Data privacy, Industry applications for AI

Fu Shuran

Adversarial machine learning, Distributionally robust optimization

Yue Zhao

Supply Chain Management, Game Theory, Decision Analysis and Optimization, Transportation Management, Government Policy Design

Zhang Heli

Machine Learning Model Development, Statistical Methods & Forecasting, AI/ML at the Intersection of Business & Technology

Poorva Pandya

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

Xiao Nachuan

Big data analytics, Blockchain, Supply chain optimization

Yan Ran

Applied OR and Data Analytics In Port Logistics, healthcare

Krishnamoorthy Rajeeva Lochanamoorthy

IORA

Resources