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 |
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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 |
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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 |
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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 |
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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 |
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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 |
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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 |
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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 |
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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 |
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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 |
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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 |
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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 |
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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 |
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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 |
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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 |
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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 |
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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 |
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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 |
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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 |
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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 |
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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 |
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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 |
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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 |
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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 |
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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 |
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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 |
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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 |
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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 |
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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 |
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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 |
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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 |
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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 |
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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 |
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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 |
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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 |
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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 |
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