Search Results for author: Hussein Abdallah

Found 2 papers, 2 papers with code

Task-Oriented GNNs Training on Large Knowledge Graphs for Accurate and Efficient Modeling

1 code implementation • 9 Mar 2024 • Hussein Abdallah, Waleed Afandi, Panos Kalnis, Essam Mansour

We refer to this subgraph as a task-oriented subgraph (TOSG), which contains a subset of task-related node and edge types in G. Training the task using TOSG instead of G alleviates the excessive computation required for a large KG.

Knowledge Graphs Link Prediction +1

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Code

Towards a GML-Enabled Knowledge Graph Platform

1 code implementation • 3 Mar 2023 • Hussein Abdallah, Essam Mansour

While training a GML model on KG, KGNet collects metadata of trained models in the form of an RDF graph called KGMeta, which is interlinked with the relevant subgraphs in KG.

Link Prediction Node Classification

Paper
Code

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