Graph Processing Publications

Publications in Graph Processing

Explore the most influential research papers and scholarly works that have shaped Graph Processing. Use the concept filter below to focus on a specific sub-area of research.

Graph Processing

10.2K

Publications

750.3K

Citations

Showing yearly statistics from 2000-2026.

Page 1

	Year	Citations
node2vec Aditya Grover, Jure Leskovec Geometric LearningEngineeringMachine LearningNetwork AnalysisLink Prediction	2016	10.6K
DeepWalk Geometric LearningGraph Neural NetworkNetwork ScienceMachine LearningData Science	2014	8.3K
Graph Attention Networks Petar Veličković, Guillem Cucurull, Arantxa Casanova, arXiv (Cornell University) Graph Neural NetworkNetwork ScienceGraph TheoryData ScienceMachine Learning	2017	8.3K
Semi-Supervised Classification with Graph Convolutional Networks Thomas Kipf, Max Welling arXiv (Cornell University) EngineeringMachine LearningNetwork AnalysisGraph Signal ProcessingGraph Processing	2016	8.1K
Depth-First Search and Linear Graph Algorithms Robert E. Tarjan SIAM Journal on Computing Directed GraphEngineeringPathfindingNetwork AnalysisComputational Complexity	1972	5.9K
A Fast and High Quality Multilevel Scheme for Partitioning Irregular Graphs George Karypis, Vipin Kumar SIAM Journal on Scientific Computing Cluster ComputingEngineeringIrregular GraphsNetwork AnalysisEducation	1998	5.6K
LINE Graph Neural NetworkNetwork ScienceMachine LearningData ScienceGraph Theory	2015	4.6K
Inductive Representation Learning on Large Graphs William L. Hamilton, Rex Ying, Jure Leskovec arXiv (Cornell University) Low-dimensional EmbeddingsGraph Representation LearningMachine LearningEngineeringLink Prediction	2017	4.5K
LightGCN Xiangnan He, Kuan Deng, Xiang Wang, Graph Neural NetworkEngineeringGraph TheoryData ScienceMachine Learning	2020	3.8K
Pregel Grzegorz Malewicz, Matthew H. Austern, Aart J. C. Bik, Cluster ComputingWeb GraphNetwork ScienceGraph TheoryEngineering	2010	3.5K
Graph Embedding and Extensions: A General Framework for Dimensionality Reduction Shuicheng Yan, Dong Xu, Benyu Zhang, IEEE Transactions on Pattern Analysis and Machine Intelligence Geometric LearningEngineeringMachine LearningGraph ProcessingImage Analysis	2006	2.9K
Heterogeneous Graph Attention Network Xiao Wang, Houye Ji, Chuan Shi, Graph Neural NetworkNetwork ScienceGraph TheoryData ScienceGraph Representation Learning	2019	2.7K

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