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dynamic-link-prediction

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KuroginQin / OpenTLP

Star 48

[ACM Computing Surveys'23] Implementations or refactor of some temporal link prediction/dynamic link prediction methods and summary of related open resources for survey paper "Temporal Link Prediction: A Unified Framework, Taxonomy, and Review" which has been accepted by ACM Computing Surveys.

survey overview attention nmf link-prediction dynamic-graph-algorithm rnns weighted-graphs gnns inductive-learning dynamic-graphs temporal-link-prediction dynamic-graph-embedding dynamic-link-prediction
  • Updated Nov 10, 2024
  • Python

KuroginQin / IDEA

Star 8

[TKDE'23] Demo code of the paper entitled "High-Quality Temporal Link Prediction for Weighted Dynamic Graphs via Inductive Embedding Aggregation", which has been accepted by IEEE TKDE

network-embedding link-prediction weighted-graphs graph-representation-learning inductive-learning dynamic-graphs temporal-graphs temporal-link-prediction dynamic-network-embedding tkde dynamic-graph-representation-learning dynamic-link-prediction
  • Updated Nov 3, 2023
  • Python

amrhssn / teneNCE

Star 7

Temporal Network Noise Contrastive Estimation (teneNCE) for Dynamic Link Prediction

network-science representation-learning link-prediction complex-network noise-contrastive-estimation recurrent-neural-network self-supervised-learning graph-representation-learning contrastive-predictive-coding gnn graph-neural-network temporal-network contrastive-learning dynamic-graph infonce dynamic-link-prediction discrete-time-dynamic-graph snapshot-sequence
  • Updated Aug 31, 2024
  • Python

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