Filtered by: Faculty Research

The next time you search for a flight and watch the price jump $200 overnight, you might feel like the system is rigged against you. And you wouldn't be alone. Few things irritate travellers quite like the volatility of airline fares, that nagging sense that some algorithm, somewhere, is squeezing every last dollar from your wallet. 

Assistant Professor Ambuj Varshney and his WEISER research group are building a way around this. His project, “TinyLLM: A Framework for Training and Deploying Language Models at the Edge Computers”, has been selected for the 2026 Google Awards for Machine Learning Research and Education with TPUs.

NUS Presidential Young Professor Umang Mathur has been awarded the Temasek-Presidential Young Professorship (T-PYP) grant for his research on safer and more secure hardware design.

Training a large language model is not just about writing good code and pressing run. These models are spread across hundreds or thousands of processors – such as Google's Tensor Processing Units (TPUs), specialised accelerators designed to train and serve large-scale machine learning models – that must learn to work in lockstep: exchanging data, splitting tasks, staying synchronised. When something goes wrong, the whole system slows down, and expensive hardware sits idle. 

NUS Presidential Young Professor Yang You from NUS Computing's Department of Computer Science has been selected for the Google 2026 Awards for Machine Learning Research and Education with TPUs.

Every day, millions of lines of code are written without a single human typing them. AI coding assistants have become the fastest-growing contributors to software projects worldwide – generating, completing, and committing code at a pace no human team can match.

NUS School of Computing is pleased to share that NUS Presidential Young Professor Zhang Jiaheng, has been awarded the Robert Brown Promising Researcher Award under the Ministry of Education Singapore (MOE) Academic Research Fund (AcRF) Tier 2 Grant. 

NUS Computing Professor Atreyi Kankanhalli is among the top 10 female authors in Information Systems research across both 2001-2010 and 2011-2020. 

Led by Professor Zhang Yang from NUS Computing, NUS Biochemistry, and the Cancer Science Institute of Singapore, a research team has developed a hybrid framework that combines deep learning with physics-based modelling to improve the predictions of complex protein structures.