I am a Research Engineer at the Institute for Infocomm Research, A*STAR, Singapore. My research aims to combine deep learning and combinatorial optimization to develop data-driven decision making tools for scientific discovery.
Previously, I graduated as the Valedictorian from Nanyang Technological University, Singapore in 2019 with a B.Eng. in Computer Science. At NTU, I was awarded the Best Final Year Thesis Gold Medal for my work with Prof. Xavier Bresson, as well as the Best Professional Internship Award as a research intern at SAP Machine Learning, Singapore.
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B.Eng. in Computer Science, 2019
Nanyang Technological University, Singapore
We study zero-shot generalization to large-scale instances in neural network-driven solvers for the Travelling Salesman Problem: what architectures, inductive biases and learning paradigms enable better generalization? (Invited submission to the Constraints Journal)
Neural Networks for learning to solve combinatorial optimization problems.
Representation learning on graphs and geometric data with Graph Neural Networks.