People

Research Fellow

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

https://www.comp.nus.edu.sg/~leews/

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.