Classic Graph Structural Features Outperform Factorization-Based Graph Embedding Methods on Community Labeling

20 January 2022

Papers citing "Classic Graph Structural Features Outperform Factorization-Based Graph Embedding Methods on Community Labeling"

6 / 6 papers shown

Title
Generating Human Understandable Explanations for Node Embeddings Zohair Shafi Ayan Chatterjee Tina Eliassi-Rad 45 1 0 11 Jun 2024
A Closer Look at AUROC and AUPRC under Class Imbalance Matthew B. A. McDermott Lasse Hyldig Hansen Haoran Zhang Giovanni Angelotti Jack Gallifant 49 30 0 11 Jan 2024
Disentangling Node Attributes from Graph Topology for Improved Generalizability in Link Prediction Ayan Chatterjee Robin Walters G. Menichetti Tina Eliassi-Rad AI4CE 32 2 0 17 Jul 2023
Unsupervised Framework for Evaluating and Explaining Structural Node Embeddings of Graphs A. Dehghan Kinga Siuta Agata Skorupka A. Betlen David Miller B. Kamiński P. Prałat 14 1 0 19 Jun 2023
Implications of sparsity and high triangle density for graph representation learning Hannah Sansford Alexander Modell N. Whiteley Patrick Rubin-Delanchy 30 1 0 27 Oct 2022
Low-Rank Representations Towards Classification Problem of Complex Networks Murat Çelik Ali Baran Tasdemir Lale Özkahya GNN 21 0 0 20 Oct 2022