Generalization Techniques in Deep Reinforcement Learning
Mr Muhammad Rizki Aulia Rahman Maulana
6 December 2022, 02:00pm - 03:30pm

Supervised By:
     Dr Lee Wee Sun, Professor, School of Computing


Acoustic Event Recognition: from Supervised Learning to Unsupervised Learning
Mr. Wei Wei
5 December 2022, 04:00pm - 05:30pm

Supervised By:
     Dr Wang Ye, Associate Professor, School of Computing


Towards more accurate protein function prediction in the twilight zone
Mr Mohammad Neamul Kabir
30 November 2022, 04:00pm - 05:30pm

Supervised By:
     Dr Wong Lim Soon, KITHCT Chair Professor, School of Computing


Robust and Adaptive Anomaly Detection with Deep Learning
Adam David Goodge
17 November 2022, 03:30pm - 05:00pm

Supervised By:
     Dr Ng See Kiong, Professor, School of Computing
     Dr Bryan Hooi Kuen Yew, Assistant Professor, School of Computing


Streaming Anomaly Detection
Mr Siddharth Bhatia
15 November 2022, 11:30am - 01:00pm

Supervised By:
     Dr Bryan Hooi Kuen Yew, Assistant Professor, School of Computing


Software Vulnerability Repair
Mr Ridwan Salihin Shariffdeen
19 October 2022, 02:00pm - 03:30pm

Supervised By:
     Dr Abhik Roychoudhury, Provost's Chair Professor, School of Computing


Effective and Efficient Federated Learning on Non-IID Data
Mr Li Qinbin
28 September 2022, 10:00am - 11:30am

Supervised By:
     Dr He Bingsheng, Professor, School of Computing


Improving Usability of Machine Learning Model Explanations - Experiments with Visual and Verbal Cognitive Load
Ashraf Mohammed Abdul
19 September 2022, 01:00pm - 02:30pm

Supervised By:
     Dr Brian Lim Youliang, Assistant Professor, School of Computing
     Dr Mohan Kankanhalli, Provost's Chair Professor, School of Computing


Understanding and Improving Neural Architecture Search
Mr Shu Yao
25 August 2022, 02:00pm - 03:30pm

Supervised By:
     Dr Low Kian Hsiang, Associate Professor, School of Computing


The Age Matters: Two Studies on Adult Education
Mr Zheng Chenxu
27 July 2022, 10:00am - 11:30am

Supervised By:
     Dr Bernard Tan Cheng Yian, Tan Sri Runme Shaw Senior Professor, School of Computing


Concurrent Graph Query Processing on Many-Core Architectures
Mr Lu Shengliang
20 July 2022, 03:00pm - 04:30pm

Supervised By:
     Dr He Bingsheng, Professor, School of Computing


Learning Point Cloud Registration
Mr Yew Zi Jian
8 July 2022, 03:00pm - 04:30pm

Supervised By:
     Dr Lee Gim Hee, Associate Professor, School of Computing


Deep Generative Modeling for Images and Time Series
Mr Abdul Fatir Ansari
6 July 2022, 09:00am - 10:30am

Supervised By:
     Dr Harold Soh Soon Hong, Assistant Professor, School of Computing


Join Query Optimization with Improved Selectivity Estimation and Complete Join Reorderability
Ms Wang Taining
23 May 2022, 09:00am - 10:30am

Supervised By:
     Dr Chan Chee Yong, Associate Professor, School of Computing


Learning Structured Representations of Visual Scenes
Mr Chiou Meng-Jiun
17 May 2022, 03:00pm - 04:30pm

Supervised By:
     Dr Roger Zimmermann, Professor, School of Computing


Algorithmic Inductive Biases for Graph Representation Learning
Mr Mohammed Haroon Dupty
13 May 2022, 10:30am - 12:00pm

Supervised By:
     Dr Lee Wee Sun, Professor, School of Computing


Variational Distribution Designs for Approximate Thompson Sampling in Deep Reinforcement Learning
Mr Siddharth Aravindan
12 May 2022, 04:00pm - 05:30pm

Supervised By:
     Dr Lee Wee Sun, Professor, School of Computing


Linguistically-Inclusive Natural Language Processing
Mr Samson Tan Min Rong
12 May 2022, 01:00pm - 02:30pm

Supervised By:
     Dr Kan Min Yen, Associate Professor, School of Computing


Cyber Attack Detection Using Machine Learning Techniques
Mr Qi Panpan
28 April 2022, 04:00pm - 05:30pm

Supervised By:
     Dr Ng See Kiong, Professor, School of Computing


Exploiting Gradient Information for Modern Machine Learning Problems
Mr Chen Yizhou
28 April 2022, 09:00am - 10:30am

Supervised By:
     Dr Low Kian Hsiang, Associate Professor, School of Computing


Formal Verification-based Program Repair
Mr Nguyen Thanh Toan
20 April 2022, 02:30pm - 04:00pm

Supervised By:
     Dr Chin Wei Ngan, Associate Professor, School of Computing


Exploring the economic effects of artificial intelligence on the labour market and entrepreneurship
Ms Wang Qi
6 April 2022, 02:00pm - 03:30pm

Supervised By:
     Dr Huang Ke-Wei, Associate Professor, School of Computing


Deep Spatial Understanding of Human and Animal Poses
Ms Li Chen
5 April 2022, 02:00pm - 04:00pm

Supervised By:
     Dr Lee Gim Hee, Associate Professor, School of Computing


Transfer Learning for Neural-Network Quantum States
Mr Remmy Augusta Menzata Zen
1 April 2022, 10:30am - 12:00pm

Supervised By:
     Dr Stephane Bressan, Associate Professor, School of Computing


Parallel Graph Processing Accelerators on FPGAs
Mr Chen Xinyu
24 March 2022, 02:00pm - 03:30pm

Supervised By:
     Dr He Bingsheng, Professor, School of Computing


In-Network Data Processing in Wireless Sensor Network
Mr Ebram Kamal William Aziz
17 March 2022, 10:00am - 11:30am

Supervised By:
     Dr Chan Mun Choon, Professor, School of Computing


Toward intelligence augmentation: design approaches for effective deployment of healthcare artificial intelligence
Ms Jiamin Yin
3 March 2022, 10:30am - 12:00pm

Supervised By:
     Dr Teo Hock Hai, Provost's Chair Professor, School of Computing
     Dr Sharon Tan Swee Lin, Associate Professor, School of Computing


Optimizing System Performance by using Non-volatile Memory
Mr Chen Cheng
2 March 2022, 10:00am - 11:30am

Supervised By:
     Dr Wong Weng Fai, Associate Professor, School of Computing


Computational Fashion Preference Modeling
Mr. Ma Yunshan
22 February 2022, 03:30pm - 05:00pm

Supervised By:
     Dr Chua Tat Seng, KITHCT Chair Professor, School of Computing


Explaining and improving Deep Neural Networks via concept-based explanations
Ms Sandareka Kumudu Kumari Wickramanayake
14 February 2022, 10:00am - 11:30am

Supervised By:
     Dr Wynne Hsu, Provost's Chair Professor, School of Computing
     Dr Lee Mong Li, Professor, School of Computing


Causal Inference from Observational Data
Mr Vo Thanh Vinh
9 February 2022, 05:00pm - 06:30pm

Supervised By:
     Dr Leong Tze Yun, Professor, School of Computing


Tradeoffs in Surveillance and Privacy Technologies
Mr Lan Yihong
9 February 2022, 10:00am - 11:30am

Supervised By:
     Dr Hahn Jungpil, Associate Professor, School of Computing


Handling Network Attacks Exploiting Routing Information Asymmetries
Mr Tran Duc Muoi
8 February 2022, 02:00pm - 03:30pm

Supervised By:
     Dr Liang Zhenkai, Associate Professor, School of Computing


Blockchains: Novel Data Systems and Beyond
Mr Ruan Pingcheng
8 February 2022, 10:00am - 11:30am

Supervised By:
     Dr Ooi Beng Chin, Distinguished Professor, School of Computing


Risks and Use of Side Channels in Modern Wireless Systems
Ms Nitya Lakshmanan
7 February 2022, 09:00am - 10:30am

Supervised By:
     Dr Chin Wei Ngan, Associate Professor, School of Computing


The Effects of Salient Nudging in Technology-Based Interventions for Physical Activity: A Longitudinal Field Experiment
Mr Ong Zhi Quan
4 February 2022, 10:30am - 12:00pm

Supervised By:
     Dr Sharon Tan Swee Lin, Associate Professor, School of Computing
     Dr Teo Hock Hai, Provost's Chair Professor, School of Computing