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Network Embedding as Matrix Factorization: Unifying DeepWalk, LINE, PTE, and node2vec

, , , , , and . (2017)cite arxiv:1710.02971Comment: 9 pages, published in WSDM 2018 proceedings.
DOI: 10.1145/3159652.3159706

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Network Embedding as Matrix Factorization, , , , , and . Proceedings of the Eleventh ACM International Conference on Web Search and Data Mining - WSDM \textquotesingle18, ACM Press, (2018)Saurida: Cloud Computing based - Data Mining System in Telecommunication Industry., , , and . CLOSER, page 516-519. SciTePress, (2011)A link clustering based overlapping community detection algorithm., , , , and . Data Knowl. Eng., (2013)The Evolution of Social Relationships and Strategies Across the Lifespan., , , , and . ECML/PKDD (3), volume 9286 of Lecture Notes in Computer Science, page 245-249. Springer, (2015)Will This Paper Increase Your h-index?, , and . ECML/PKDD (3), volume 9286 of Lecture Notes in Computer Science, page 259-263. Springer, (2015)Semi-Supervised Social Bot Detection with Initial Residual Relation Attention Networks., , , , , and . ECML/PKDD (6), volume 14174 of Lecture Notes in Computer Science, page 207-224. Springer, (2023)GraphMAE2: A Decoding-Enhanced Masked Self-Supervised Graph Learner., , , , , , and . WWW, page 737-746. ACM, (2023)SelfKG: Self-Supervised Entity Alignment in Knowledge Graphs., , , , , , and . WWW, page 860-870. ACM, (2022)OGB-LSC: A Large-Scale Challenge for Machine Learning on Graphs., , , , , and . NeurIPS Datasets and Benchmarks, (2021)Parameter-Efficient Prompt Tuning Makes Generalized and Calibrated Neural Text Retrievers., , , , , , , , and . CoRR, (2022)