People
Mohammed Haroon Dupty
Title
Research Fellow
Degree
PhD (National University of SIngapore); MTech (IIIT Bangalore)
Research Interests
Machine Learning, Graph Neural Networks, Graphical Models, AI based Drug Design
Group Webpage
Office Location
B77, AI Lab 1 @COM3, School of Computing, NUS
Selected Publications
- Dupty, Mohammed Haroon, Yanfei Dong, and Wee Sun Lee. “PF-GNN: Differentiable particle filtering based approximation of universal graph representations.” International Conference on Learning Representations. 2021.
- Dupty, Mohammed Haroon, and Wee Sun Lee. “Neuralizing efficient higher-order belief propagation.” arXiv preprint arXiv:2010.09283 (2020).
- Dupty, Mohammed Haroon, and Wee Sun Lee. “Graph Representation Learning with Individualization and Refinement.” arXiv preprint arXiv:2203.09141 (2022).
- Dupty, Mohammed Haroon, Zhen Zhang, and Wee Sun Lee. “Visual relationship detection with low rank non-negative tensor decomposition.” Proceedings of the AAAI Conference on Artificial Intelligence. Vol. 34. No. 07. 2020.