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Mohammed Haroon Dupty
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Factor graph neural networks
Z Zhang*, MH Dupty*, F Wu, JQ Shi, WS Lee
Journal of Machine Learning Research 24 (181), 1-54, 2023
652023
PF-GNN: Differentiable particle filtering based approximation of universal graph representations
MH Dupty, Y Dong, WS Lee
International Conference on Learning Representations, 2022
122022
Visual relationship detection with low rank non-negative tensor decomposition
MH Dupty, Z Zhang, WS Lee
Proceedings of the AAAI Conference on Artificial Intelligence 34 (07), 10737 ¡¦, 2020
82020
Tell2Design: A Dataset for Language-Guided Floor Plan Generation
WL Sicong Leng, Yang Zhou, Mohammed Haroon Dupty, Wee Sun Lee, Sam Joyce
61st Annual Meeting of the Association for Computational Linguistics 1 (Long ¡¦, 2023
7*2023
Neuralizing efficient higher-order belief propagation
MH Dupty, WS Lee
arXiv preprint arXiv:2010.09283, 2020
72020
Hierarchical neural constructive solver for real-world tsp scenarios
YL Goh, Z Cao, Y Ma, Y Dong, MH Dupty, WS Lee
Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and ¡¦, 2024
42024
Differentiable Cluster Graph Neural Network
Y Dong, MH Dupty, L Deng, Z Liu, YL Goh, WS Lee
arXiv preprint arXiv:2405.16185, 2024
42024
Implicit Graph Neural Diffusion Based on Constrained Dirichlet Energy Minimization
G Fu, MH Dupty, Y Dong, WS Lee
NeurIPS 2023 Workshop: New Frontiers in Graph Learning, 2023
42023
Schmitt trigger based SRAM using finfet technology-shorted gate mode
KS Vasundara Patel, HN Bhushan, KG Gadag, BN Nischal Prasad, ...
World Academy of Science, Engineering and Technology International Journal ¡¦, 2014
42014
Constrained Layout Generation with Factor Graphs
MH Dupty, Y Dong, S Leng, G Fu, YL Goh, W Lu, WS Lee
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern ¡¦, 2024
32024
ProtoGNN: Prototype-Assisted Message Passing Framework for Non-Homophilous Graphs
Y Dong, MH Dupty, L Deng, YL Goh, WS Lee
2
Graph representation learning with individualization and refinement
MH Dupty, WS Lee
arXiv preprint arXiv:2203.09141, 2022
12022
Scheduling Under Power and Energy Constraints
MH Dupty, P Agrawal, S Rao
arXiv preprint arXiv:1609.07354, 2016
12016
Efficient Global Message Passing for Heterophilous Graphs
Y Dong, MH Dupty, L Deng, YL Goh, WS Lee
Proceedings of the 33rd ACM International Conference on Information and ¡¦, 2024
2024
Algorithmic Inductive Biases for Graph Representation Learning
MH Dupty
PQDT-Global, 2022
2022
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