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Dynamic Node Classification

node classification on temporal graphs

Papers

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TitleStatusHype
Towards Better Dynamic Graph Learning: New Architecture and Unified LibraryCode2
EasyDGL: Encode, Train and Interpret for Continuous-time Dynamic Graph LearningCode1
Dynamic Spiking Framework for Graph Neural Networks—0
ConTIG: Continuous Representation Learning on Temporal Interaction Graphs—0
DyG-Mamba: Continuous State Space Modeling on Dynamic Graphs—0
GCN-SE: Attention as Explainability for Node Classification in Dynamic Graphs—0
Predict Confidently, Predict Right: Abstention in Dynamic Graph Learning—0
Less Can Be More: Unsupervised Graph Pruning for Large-scale Dynamic GraphsCode0
Enhancing the Expressivity of Temporal Graph Networks through Source-Target IdentificationCode0
DyG2Vec: Efficient Representation Learning for Dynamic GraphsCode0
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