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Jin-Zhao Han

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Book Open access Nov 2026

CCEC-TGN for Link Prediction in Large-Scale Continuous-Time Dynamic Graphs

Temporal link prediction aims to forecast future connections from historical interactions. As a fundamental problem in temporal graph learning, existing methods exhibit three major limitations. (1) They usually focus on node-level interaction histories and information aggregated from temporal neighbors, while overlooki...

Yuan Li, Jin-Zhao Han, Kai-Yuan Zhang et al. · 0 citations
#graph neural networks Book Open access Nov 2026

CCEC-TGN for Link Prediction in Large-Scale Continuous-Time Dynamic Graphs

Temporal link prediction aims to forecast future connections from historical interactions. As a fundamental problem in temporal graph learning, existing methods exhibit three major limitations. (1) They usually focus on node-level interaction histories and information aggregated from temporal neighbors, while overlooki...

Yuan Li, Jin-Zhao Han, Kai-Yuan Zhang et al. · 0 citations

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