Mohammed Haroon Dupty
6 papers · 2020–2025 · 6 venues · across top CS/AI venues
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Achievements
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Conference Polyglot Β· Silver
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Academic Marathon Β· Sprint
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Interdisciplinary Bridge Β· Silver
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Taxonomy Completionist
(18)
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Research topics
Artificial Intelligence
(5)
Deep Learning
(4)
Machine Learning
(4)
Core AI
(4)
Core Methods
(3)
Architectures
(2)
Computer Science
(1)
Computer Vision
(1)
Mathematics & Optimization
(1)
Analysis
(1)
Application Areas
(1)
Applications
(1)
Bayesian & Probabilistic
(1)
Learning Types
(1)
Mathematics
(1)
Keywords
message passing
(3)
graph neural network
(2)
multimodal learning
(1)
text-to-image generation
(1)
graph representation
(1)
tensor decomposition
(1)
probability distribution
(1)
loopy belief propagation
(1)
sparsity
(1)
higher-order relations
(1)
probabilistic graphical model
(1)
multimodal distribution
(1)
graph isomorphism
(1)
spatial reasoning
(1)
bounding box
(1)
factor graph
(1)
layout generation
(1)
spatial constraint
(1)
visual relationship detection
(1)
decoder architecture
(1)
Papers
SHIELD: Multi-task Multi-distribution Vehicle Routing Solver with Sparsity and Hierarchy
ICML 2025
Constrained Layout Generation with Factor Graphs
CVPR 2024
Factor Graph Neural Networks
JMLR 2023
Tell2Design: A Dataset for Language-Guided Floor Plan Generation
ACL 2023
PF-GNN: Differentiable particle filtering based approximation of universal graph representations
ICLR 2022
Visual Relationship Detection with Low Rank Non-Negative Tensor Decomposition
AAAI 2020