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Collaborative Research: SHF: Small: LEGAS: Learning Evolving Graphs At Scale
Data management plan for the grant, "Collaborative Research: SHF: Small: LEGAS: Learning Evolving Graphs At Scale." This project aims to improve the computation efficiency of graph neural networks (GNNs), which are an emerging class of deep learning models on graphs, with many successful applications, such as, recommendation systems, drug discovery, social network analysis, and code vulnerability detection. This project aims to to design an efficient GNN framework via algorithm and system co-design for both static and dynamic graphs.
Date:
2024-01-01/2026-12-31
Creator:
Ji, Yuede
System:
The UNT Digital Library