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Ariful Azad

SparseTransX: Efficient Training of Translation-Based Knowledge Graph Embeddings Using Sparse Matrix Operations

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Feb 26, 2025
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Publication Trends in Artificial Intelligence Conferences: The Rise of Super Prolific Authors

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Nov 28, 2024
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Parallel Algorithms for Median Consensus Clustering in Complex Networks

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Aug 21, 2024
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iSpLib: A Library for Accelerating Graph Neural Networks using Auto-tuned Sparse Operations

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Mar 21, 2024
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GNNShap: Fast and Accurate GNN Explanations using Shapley Values

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Jan 09, 2024
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Triple Sparsification of Graph Convolutional Networks without Sacrificing the Accuracy

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Aug 06, 2022
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Graphical Games for UAV Swarm Control Under Time-Varying Communication Networks

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May 04, 2022
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MarkovGNN: Graph Neural Networks on Markov Diffusion

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Feb 05, 2022
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A Comprehensive Analytical Survey on Unsupervised and Semi-Supervised Graph Representation Learning Methods

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Dec 20, 2021
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Inductive Predictions of Extreme Hydrologic Events in The Wabash River Watershed

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Apr 25, 2021
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