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catastrophic forgetting 1continual learning 1dynamic graphs 1graph representation 1tensor decomposition 1

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1 paper

cs.LG2026

CA-DGCL: Dynamic Graph Continual Learning via Condensation and Attachment

Tingxu Yan Ye Yuan

The paper introduces CA-DGCL, a framework that compresses past graph snapshots into compact representations and uses tensor decomposition to create stable node features, which are…