IDS Students > 2020 Intake

 

IDS PhD Program

 

Hanae Camille Carrie

Research Topics: Computational Analysis of cell-free DNA Data in Liquid Biopsies. 

Main Supervisor: Wong Limsoon, Professor, Department of Computer Science.

Co-Supervisor: Anders Jacobsen Skanderup, Senior Research Scientist, Genome Institute of Singapore.

Li Yicong

Research Topics: Visual relation detection and causal inference. Pair-wise relation among all objects in an image or a video that could be further used to build a relation graph.  

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

Award: School of Computing Dean’s Graduate Research Achievement Award (2022).

Liu Fusheng

Research Topics: Optimization and Generalization of Deep Learning. 

Supervisor: Li Qianxiao, Assistant Professor, Department of Mathematics.

Liu Zhiyuan

Research Topics:  Natural language processing -  Equip machines with the ability of reasoning over knowledge bases and temporal data.

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

Shui Ruihao

Research Topics: Research into detecting misinformation automatically, which includes assessing the credibility of tweets, fake news detection, and so on.

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

Fiona Tan An Ting

Research Topics: Natural Language Processing, Text mining, Relation Extraction.

Supervisor: Ng See-Kiong, Professor, Department of Computer Science.

Wang Guangzhi

Research Topics: Machine learning and computer vision, especially on data efficient learning, including few-shot learning, domain adaptation and meta learning. Gradient based learning. 

Supervisor: Kankanhalli, Mohan S, Professor, Department of Computer Science.

Wang Naibo

Research Topics:Federated Learning, Machine Learning and Artificial Intelligence.

Supervisor: He Bingsheng, Associate Professor, Department of Computer Science.

Wang Tao

Research Topics: Developing novel approaches and models to address current deep learning based object detection and instance segmentation models limitations and improve model performance for better real-world applications of detection and segmentation models. 

Supervisor: Yeo Boon Thye Thomas, Professor, Department of Eletrical & Computer Engineering.

Co-Supervisor: Wang Xinchao, Assistant Professor, Department of Eletrical & Computer Engineering.

Wu Zhaoxuan

Research Topics:Multi-Party Machine Learning, Data-Efficient Machine Learning

Supervisor:Supervisor: Low Kian Hsiang, Bryan, Assistant Professor, Department of Computer Science.

Xiong Miao

Research Topics:Deep generative models; Differential privacy; Data mining

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

Gerard Christopher Yeo Zheng Jie

Research Topics: Application of machine learning to investigate latent variables in Big Data.

Supervisor: Cheung Wai Leung, Mike, Associate Professor, Department of Psychology.

   

Singapore International Graduate Award (SINGA)

 

Brian Formento

Research Topics: Deep learning, Computer vision, Domain adaptation, Transfer learning, Medical imaging. 

Main Supervisor: Ng See Kiong, Professor, School of Computing.

Co-Supervisor: Chen Zhenghua, Dr, A*STAR.

Co-Supervisor: Foo Chuan Sheng, Dr, A*STAR.

   

JARVIS Project

 

Xu Lin

Research Topics: Chat bot on healthcare and educating, natural language processing. 

Supervisor: Ng See Kiong, Professor, Department of Computer Science.

Zou Yingtian

Research Topics: Medical AI, Time-series analysis, Meta-learning. 

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

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