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Simplicial Closure and higher-order link prediction

20 February 2018

Papers citing "Simplicial Closure and higher-order link prediction"

50 / 94 papers shown

Title
CGLE: Class-label Graph Link Estimator for Link Prediction Ankit Mazumder Srikanta Bedathur 116 0 0 10 Nov 2025
HyperSearch: Prediction of New Hyperedges through Unconstrained yet Efficient Search Hyunjin Choo Fanchen Bu Hyunjin Hwang Young-Gyu Yoon Kijung Shin 76 0 0 20 Oct 2025
Directional Sheaf Hypergraph Networks: Unifying Learning on Directed and Undirected Hypergraphs Emanuele Mule Stefano Fiorini Antonio Purificato F. Siciliano Stefano Coniglio Fabrizio Silvestri 117 1 0 06 Oct 2025
Identifying Group Anchors in Real-World Group Interactions Under Label Scarcity Fanchen Bu Geon Lee Minyoung Choe Kijung Shin 96 1 0 25 Sep 2025
Triangle Counting in Hypergraph Streams: A Complete and Practical Approach Lingkai Meng Long Yuan Xuemin Lin Wenjie Zhang Ying Zhang 69 0 0 31 Aug 2025
Learning Short-Term and Long-Term Patterns of High-Order Dynamics in Real-World Networks Yunyong Ko Da Eun Lee Song Kyung Yu Sang-Wook Kim AI4TS AI4CE 84 0 0 24 Aug 2025
Implicit Hypergraph Neural Network Akash Choudhuri Yongjian Zhong Bijaya Adhikari GNN 80 0 0 16 Aug 2025
Broad Spectrum Structure Discovery in Large-Scale Higher-Order Networks John Hood Caterina De Bacco Aaron Schein GNN 183 2 0 27 May 2025
Higher-order Structure Boosts Link Prediction on Temporal Graphs Jingzhe Liu Zhigang Hua Yan Xie Bingheng Li Harry Shomer Yu Song Kaveh Hassani Shucheng Zhou AI4CE 195 2 0 21 May 2025
Community and hyperedge inference in multiple hypergraphs Li Ni Ziqi Deng Lin Mu Lei Zhang Wenjian Luo Yujiao Shi 163 0 0 08 May 2025
Full Cooperation in Repeated Multi-Player Games on Hypergraphs Juyi Li Xiaoqun Wu Qi Su 89 0 0 15 Apr 2025
MARIOH: Multiplicity-Aware Hypergraph ReconstructionIEEE International Conference on Data Engineering (ICDE), 2025 Kyuhan Lee Geon Lee Kijung Shin 220 0 0 01 Apr 2025
Continuous Simplicial Neural Networks Aref Einizade Dorina Thanou Fragkiskos D. Malliaros Jhony H. Giraldo AI4CE 343 2 0 17 Mar 2025
What Do LLMs Need to Understand Graphs: A Survey of Parametric Representation of Graphs Dongqi Fu Liri Fang Zihao Li Hanghang Tong Vetle I. Torvik Jingrui He 194 4 0 16 Oct 2024
MANTRA: The Manifold Triangulations AssemblageInternational Conference on Learning Representations (ICLR), 2024 Rubén Ballester Ernst Röell Daniel Bin Schmid Mathieu Alain Sergio Escalera Carles Casacuberta Bastian Rieck 392 8 0 03 Oct 2024
When Witnesses Defend: A Witness Graph Topological Layer for Adversarial Graph LearningAAAI Conference on Artificial Intelligence (AAAI), 2024 Naheed Anjum Arafat D. Basu Yulia R. Gel Yuzhou Chen AAML 982 4 0 21 Sep 2024
Modularity Based Community Detection in Hypergraphs Bogumił Kamiński Paweł Misiorek P. Prałat François Théberge 116 12 0 25 Jun 2024
Influence Maximization in Hypergraphs using Multi-Objective Evolutionary AlgorithmsParallel Problem Solving from Nature (PPSN), 2024 Stefano Genetti Eros Ribaga Elia Cunegatti Q. F. Lotito Giovanni Iacca 191 4 0 16 May 2024
Learning From Simplicial Data Based on Random Walks and 1D ConvolutionsInternational Conference on Learning Representations (ICLR), 2024 Florian Frantzen Michael T. Schaub 240 0 0 04 Apr 2024
HypeBoy: Generative Self-Supervised Representation Learning on Hypergraphs Sunwoo Kim Shinhwan Kang Fanchen Bu Soo Yong Lee Jaemin Yoo Kijung Shin SSL 135 19 0 31 Mar 2024
Expressive Higher-Order Link Prediction through Hypergraph Symmetry Breaking Simon Zhang Cheng Xin Tamal K. Dey 150 2 0 17 Feb 2024
HOT: Higher-Order Dynamic Graph Representation Learning with Efficient TransformersLOG IN (LOG IN), 2023 Maciej Besta Afonso Claudino Catarino Lukas Gianinazzi Nils Blach Piotr Nyczyk H. Niewiadomski Torsten Hoefler 386 10 0 30 Nov 2023
Distributed Constrained Combinatorial Optimization leveraging Hypergraph Neural Networks Nasimeh Heydaribeni Xinrui Zhan Ruisi Zhang Tina Eliassi-Rad F. Koushanfar AI4CE 252 24 0 15 Nov 2023
Higher-order Graph Convolutional Network with Flower-Petals Laplacians on Simplicial ComplexesAAAI Conference on Artificial Intelligence (AAAI), 2023 Yiming Huang Yujie Zeng Qiang Wu Linyuan Lu 149 25 0 22 Sep 2023
A Comprehensive Review of Community Detection in Graphs Jiakang Li Songlai Ning Zhihao Shuai Yuan Tan Yifan Jia ... Yongxin Ni Haifeng Qiu Jiayu Yang Y. Lu Yonggang Lu GNN 367 57 0 21 Sep 2023
Enhancing Hyperedge Prediction with Context-Aware Self-Supervised LearningIEEE Transactions on Knowledge and Data Engineering (TKDE), 2023 Yunyong Ko Hanghang Tong Sang-Wook Kim 196 4 0 11 Sep 2023
Adapting to Change: Robust Counterfactual Explanations in Dynamic Data Landscapes Bardh Prenkaj Mario Villaizán-Vallelado Tobias Leemann Gjergji Kasneci 176 2 0 04 Aug 2023
DYMOND: DYnamic MOtif-NoDes Network Generative ModelThe Web Conference (WWW), 2021 Giselle Zeno Timothy La Fond Jennifer Neville 120 35 0 01 Aug 2023
Influential Simplices Mining via Simplicial Convolutional NetworkInformation Processing & Management (IPM), 2023 Yujie Zeng Yiming Huang Qiang Wu Linyuan Lu 131 13 0 11 Jul 2023
CAT-Walk: Inductive Hypergraph Learning via Set WalksNeural Information Processing Systems (NeurIPS), 2023 Ali Behrouz Farnoosh Hashemi Sadaf Sadeghian Margo Seltzer 178 19 0 19 Jun 2023
Classification of Edge-dependent Labels of Nodes in HypergraphsKnowledge Discovery and Data Mining (KDD), 2023 Minyoung Choe Sunwoo Kim Jaemin Yoo Kijung Shin GNN 195 19 0 05 Jun 2023
Fast and Attributed Change Detection on Dynamic Graphs with Density of StatesPacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), 2023 Shenyang Huang Jacob Danovitch Guillaume Rabusseau Reihaneh Rabbany 137 8 0 15 May 2023
Identifying vital nodes through augmented random walks on higher-order networksInformation Sciences (Inf. Sci.), 2023 Yujie Zeng Yiming Huang Xiaolong Ren Linyuan Lu 172 16 0 11 May 2023
Community Detection Using Revised Medoid-Shift Based on KNNInternational Conference on Intelligent Computing (ICIC), 2023 Jie Hou Jiakang Li Xiaokang Peng Wei Ke Y. Lu 100 5 0 19 Apr 2023
HGWaveNet: A Hyperbolic Graph Neural Network for Temporal Link PredictionThe Web Conference (WWW), 2023 Qijie Bai Chang Nie Haiwei Zhang Dongming Zhao Xiaojie Yuan 169 31 0 14 Apr 2023
Dynamic Vertex Replacement Grammars Daniel Gonzalez Cedre Justus Hibshman Timothy La Fond Grant M. Boquet Tim Weninger 169 0 0 21 Mar 2023
Clustering with Simplicial ComplexesEuropean Signal Processing Conference (EUSIPCO), 2023 Thummaluru Siddartha Reddy S. Chepuri Pierre Borgnat 88 3 0 14 Mar 2023
SUREL+: Moving from Walks to Sets for Scalable Subgraph-based Graph Representation LearningProceedings of the VLDB Endowment (PVLDB), 2023 Haoteng Yin Muhan Zhang Jianguo Wang Pan Li 370 10 0 06 Mar 2023
Convolutional Learning on Simplicial Complexes Maosheng Yang Elvin Isufi 218 23 0 26 Jan 2023
Reduction Algorithms for Persistence Diagrams of Networks: CoralTDA and PrunITNeural Information Processing Systems (NeurIPS), 2022 Cüneyt Gürcan Akçora Murat Kantarcioglu Yulia R. Gel Baris Coskunuzer 145 3 0 24 Nov 2022
Supervised Hypergraph Reconstruction Yanbang Wang Jon M. Kleinberg 105 3 0 23 Nov 2022
Hypergraph Artificial Benchmark for Community Detection (h-ABCD) Bogumil Kamiñski P. Prałat F. Théberge 294 22 0 26 Oct 2022
Neural Graph DatabasesLOG IN (LOG IN), 2022 Maciej Besta Patrick Iff Florian Scheidl Kazuki Osawa Nikoli Dryden Michal Podstawski Tiancheng Chen Torsten Hoefler AI4CE 174 11 0 20 Sep 2022
Neighborhood-aware Scalable Temporal Network Representation LearningLOG IN (LOG IN), 2022 Yu Luo Pan Li GNN AI4TS 249 63 0 02 Sep 2022
Generative Hypergraph Models and Spectral EmbeddingScientific Reports (Sci Rep), 2022 Xue Gong D. Higham K. Zygalakis 121 13 0 28 Jul 2022
A flexible PageRank-based graph embedding framework closely related to spectral eigenvector embeddingsJournal of Applied and Computational Topology (JACT), 2022 Disha Shur Yufan Huang D. Gleich 128 1 0 22 Jul 2022
Learning Causal Effects on HypergraphsKnowledge Discovery and Data Mining (KDD), 2022 Jing Ma Mengting Wan Longqi Yang Jundong Li Brent J. Hecht J. Teevan CML 138 56 0 07 Jul 2022
A Survey on Hyperlink PredictionIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2022 Cang Chen Yang-Yu Liu 3DV AI4CE 137 51 0 06 Jul 2022
The maximum capability of a topological feature in link predictionPNAS Nexus (PNAS Nexus), 2022 Yijun Ran Xiao-ke Xu Tao Jia 167 21 0 30 Jun 2022
Temporal Link Prediction via Adjusted Sigmoid Function and 2-Simplex SructureScientific Reports (Sci Rep), 2022 Ruizhi Zhang Qiaozi Wang Qiming Yang Wei Wei 55 5 0 20 Jun 2022