Evaluating link prediction: New perspectives and recommendations

18 February 2025

Papers citing "Evaluating link prediction: New perspectives and recommendations"

13 / 13 papers shown

Title
Link Prediction in Bipartite Networks Sükrü Demir Inan Özer Günce Keziban Orman Vincent Labatut 32 2 0 10 Jun 2024
Towards Better Evaluation for Dynamic Link Prediction Farimah Poursafaei Shenyang Huang Kellin Pelrine Reihaneh Rabbany 35 101 0 20 Jul 2022
Neural Link Prediction with Walk Pooling Liming Pan Chen Shi Ivan Dokmanić 31 52 0 08 Oct 2021
LightGCN: Simplifying and Powering Graph Convolution Network for Recommendation Xiangnan He Kuan Deng Xiang Wang Yan Li Yongdong Zhang Meng Wang GNN 130 3,586 0 06 Feb 2020
Predicting Dynamic Embedding Trajectory in Temporal Interaction Networks Srijan Kumar Xikun Zhang J. Leskovec AI4TS 54 724 0 03 Aug 2019
Link Prediction Based on Graph Neural Networks Muhan Zhang Yixin Chen GNN 54 1,912 0 27 Feb 2018
Inductive Representation Learning on Large Graphs William L. Hamilton Z. Ying J. Leskovec 403 15,066 0 07 Jun 2017
Motifs in Temporal Networks Ashwin Paranjape Austin R. Benson J. Leskovec 39 685 0 29 Dec 2016
Evaluating Link Prediction Accuracy on Dynamic Networks with Added and Removed Edges Ruthwik R. Junuthula Kevin S. Xu Vijay Devabhaktuni 52 31 0 25 Jul 2016
node2vec: Scalable Feature Learning for Networks Aditya Grover J. Leskovec 154 10,825 0 03 Jul 2016
DeepWalk: Online Learning of Social Representations Bryan Perozzi Rami Al-Rfou Steven Skiena HAI 224 9,735 0 26 Mar 2014
Distributed Representations of Words and Phrases and their Compositionality Tomas Mikolov Ilya Sutskever Kai Chen G. Corrado J. Dean NAI OCL 300 33,445 0 16 Oct 2013
The Link Prediction Problem in Bipartite Networks Jérôme Kunegis E. W. D. Luca S. Albayrak 77 104 0 28 Jun 2010