DataFunTalk
May 24, 2023 · Artificial Intelligence
Graph Transfer Learning and VS-Graph: Knowledge Transferable Graph Neural Networks
This article reviews recent advances in graph transfer learning, introduces the novel VS-Graph scenario for knowledge transfer between dominant and silent nodes, and details the Knowledge Transferable Graph Neural Network (KTGNN) framework with domain‑adaptive feature completion, message passing, and transferable classifier modules, highlighting experimental results and future research directions.
AIGraph Neural NetworksNode Classification
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