IDS Students > 2018 Intake

 

IDS PhD Program

 

Christopher Hendra

Research Topics: Machine learning techniques for direct RNA sequencing data.

Main Supervisor: Alexandre Thiery, Assistant Professor, Department of Statistics and Applied Probability.

Co-Supervisor: Jonathan Goke, Senior Research Scientist, A*STAR, Genomics Institute of Singapore.

Jiang Jun

Research Topics: Demand Management, including detecting factors influencing demand, demand & supply matching, etc. 

Supervisor: Chong Juin Kuan, Associate Professor, Department of Marketing.

Lee Jiahe Steven

Research Topics: Multimodal fake news detection in social media.

Main Supervisor: Wynne Hsu, Professor, Department of Computer Science.

Co-Supervisor: Lee Mong Li, Janice, Professor, Department of Computer Science.

Wang Kaixin

Research Topics: Computer Vision, Deep Reinforcement Learning and their intersections. 

Main Supervisor: Hooi Kuen Yew, Bryan, Assistant Professor, Department of Computer Science.

Co-Supervisor: Wang Xinchao, Assistant Professor, Electrical and Computer Engineering.

Xu Xiuqin

Research Topics: Hybrid FAR-CNN model with application to natural gas demand and supply forecast; Deep state space model with application to sequential data. 

Supervisor: Chen Ying, Associate Professor, Department of Mathematics.

Zhang Ge

Research Topics: Data-driven methods (e.g., machine learning and deep learning) as well as stochastic control theory to study the optimization of rewarding system for electronic trading market based on LOB data of Singapore Exchange. 

Supervisor: Chen Ying, Associate Professor, Department of Mathematics.

Zhou Daquan

Research Topics: Deep learning model compression and efficient model design. 

Supervisor: Chua Tat Seng, Professor, Department of Computer Science.

Co-Supervisor: Wang Xinchao, Assistant Professor, Electrical and Computer Engineering.