Mohammed Haroon Dupty

Research Fellow, School of Computing, National University of Singapore

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I am a Research Fellow, working jointly at School of Computing (SoC) and Institute for Functional Intelligent Materials (IFIM), National University of Singapore (NUS), where I work on Graph Neural Networks and their applications in molecular representation learning.

My general research interests lie in Representation learning, Probabilistic modeling and Generative modeling. Over the last few years, I have worked on representation learning on the graph structured data with applications in vision, language and Science.

Previously, I graduated with a PhD in Computer Science from SoC, NUS where I was advised by Prof. Lee Wee Sun. My PhD thesis work was focussed on improving the expressive power of Graph Neural Networks.

For further details, please have a look at my CV and google scholar page.

Contact: haroon@u.nus.edu / dmharoon@gmail.com

news

Feb 27, 2024 Our paper Constrained Layout Generation with Factor Graphs is accepted at CVPR 2024.
Oct 29, 2023 Our paper on Implicit Graph Neural Diffusion is accepted for oral presentation at GL Frontiers Workshop in Neurips 2023.
Jul 24, 2023 Our paper on language-guided floorplan generation received Area Chair Award at ACL 2023.
Jun 15, 2023 Our paper Factor graph neural networks is accepted for JMLR.
May 01, 2023 Our paper on language-guided floorplan generation is accepted at ACL 2023.