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Huan Liu

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#artificial intelligence Conference Open access Sep 2026

Dynamic Heterogeneous Graph Representation Learning: A Survey

This survey presents the first systematic review of DHG representation learning methods and proposes a novel algorithm-centric taxonomy that categorizes existing literature, including early embedding-based approaches, graph neural network (GNN)-based models, and relatively recent Transformer-based DHG methods, while ex...

Huan Liu, Peng-Fei Jiao, Jie Yin et al. · 0 citations

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