graph2vec: Learning Distributed Representations of Graphs

17 July 2017

A. Narayanan

Mahinthan Chandramohan

Yang Liu

Papers citing "graph2vec: Learning Distributed Representations of Graphs"

50 / 265 papers shown

Title
Graph-wise Common Latent Factor Extraction for Unsupervised Graph Representation Learning Thilini Cooray Ngai-Man Cheung 84 6 0 16 Dec 2021
BlockGC: A Joint Learning Framework for Account Identity Inference on Blockchain with Graph Contrast Jiajun Zhou Chenkai Hu Shenbo Gong Jiaying Xu Jie Shen Qi Xuan 31 1 0 07 Dec 2021
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Casting graph isomorphism as a point set registration problem using a simplex embedding and sampling Yigit Oktar 3DPC 30 1 0 15 Nov 2021
CGCL: Collaborative Graph Contrastive Learning without Handcrafted Graph Data Augmentations Tianyu Zhang Yuxiang Ren Wenzheng Feng Weitao Du Xuecang Zhang 70 1 0 05 Nov 2021
InfoGCL: Information-Aware Graph Contrastive Learning Dongkuan Xu Wei Cheng Dongsheng Luo Haifeng Chen Xiang Zhang 67 201 0 28 Oct 2021
Pairwise Half-graph Discrimination: A Simple Graph-level Self-supervised Strategy for Pre-training Graph Neural Networks Pengyong Li Jun Wang Ziliang Li Yixuan Qiao Xianggen Liu Fei Ma Peng Gao Sen Song Guowang Xie SSL 81 16 0 26 Oct 2021
Network Representation Learning: From Preprocessing, Feature Extraction to Node Embedding Jingya Zhou Ling Liu Wenqi Wei Jianxi Fan AI4TS 100 77 0 14 Oct 2021
Fast Attributed Graph Embedding via Density of States Saurabh Sawlani Lingxiao Zhao Leman Akoglu OOD 68 7 0 11 Oct 2021
Graphon based Clustering and Testing of Networks: Algorithms and Theory Mahalakshmi Sabanayagam L. C. Vankadara Debarghya Ghoshdastidar 89 5 0 06 Oct 2021
AutoGCL: Automated Graph Contrastive Learning via Learnable View Generators Yihang Yin Qingzhong Wang Siyu Huang Haoyi Xiong Xiang Zhang 112 153 0 21 Sep 2021
Recommender systems based on graph embedding techniques: A comprehensive review Yue Deng 121 25 0 20 Sep 2021
Multi View Spatial-Temporal Model for Travel Time Estimation Zichuan Liu Zhaoyang Wu Meng Wang Rui Zhang 38 6 0 15 Sep 2021
Graph Embedding via Diffusion-Wavelets-Based Node Feature Distribution Characterization Lili Wang Chenghan Huang Weicheng Ma Xinyuan Cao Soroush Vosoughi GNN DiffM 56 15 0 14 Sep 2021
Network representation learning systematic review: ancestors and current development state Amina Amara Mohamed Ali Hadj Taieb M. Benaouicha AI4TS GNN 32 24 0 14 Sep 2021
Learning GraphQL Query Costs (Extended Version) Georgios Mavroudeas Guillaume Baudart Alan Cha Martin Hirzel Jim Laredo M. Magdon-Ismail Louis Mandel Erik Wittern 17 3 0 25 Aug 2021
Blockchain Phishing Scam Detection via Multi-channel Graph Classification Dunjie Zhang Jinyin Chen 89 28 0 19 Aug 2021
Computing Steiner Trees using Graph Neural Networks Abu Reyan Ahmed Md Asadullah Turja F. Sahneh Mithun Ghosh Keaton Hamm Stephen Kobourov 3DPC GNN 34 6 0 18 Aug 2021
Hyperparameter-free and Explainable Whole Graph Embedding Hao Wang Yue Deng Linyuan Lu Guanrong Chen 49 3 0 04 Aug 2021
Generic Neural Architecture Search via Regression Yuhong Li Cong Hao Pan Li Jinjun Xiong Deming Chen 116 30 0 04 Aug 2021
Group Contrastive Self-Supervised Learning on Graphs Xinyi Xu Cheng Deng Yaochen Xie Shuiwang Ji SSL 53 19 0 20 Jul 2021
EGC2: Enhanced Graph Classification with Easy Graph Compression Jinyin Chen Haiyang Xiong Haibin Zheng Dunjie Zhang Jian Zhang Mingwei Jia Yi Liu AAML 109 16 0 16 Jul 2021
Repo2Vec: A Comprehensive Embedding Approach for Determining Repository Similarity Md Omar Faruk Rokon Pei Yan Risul Islam M. Faloutsos 36 16 0 11 Jul 2021
DPPIN: A Biological Repository of Dynamic Protein-Protein Interaction Network Data Dongqi Fu Jingrui He 112 31 0 05 Jul 2021
Comparing the Structures and Characteristics of Different Game Social Networks -- The Steam Case Enrica Loria Alessia Antelmi J. Pirker 23 2 0 23 Jun 2021
Subjective Bias in Abstractive Summarization Lei Li Wei Liu Marina Litvak N. Vanetik Jiacheng Pei Yinan Liu Siya Qi 59 5 0 18 Jun 2021
Prototypical Graph Contrastive Learning Shuai Lin Pan Zhou Zi-Yuan Hu Shuojia Wang Ruihui Zhao Yefeng Zheng Liang Lin Eric Xing Xiaodan Liang 85 88 0 17 Jun 2021
Counterfactual Graphs for Explainable Classification of Brain Networks Carlo Abrate Francesco Bonchi CML 84 57 0 16 Jun 2021
Adaptive Visibility Graph Neural Network and its Application in Modulation Classification Qi Xuan Kunfeng Qiu Jinchao Zhou Zhuangzhi Chen Dongwei Xu Shilian Zheng Xiaoniu Yang AI4TS 51 59 0 16 Jun 2021
A Comprehensive Survey on Graph Anomaly Detection with Deep Learning Xiaoxiao Ma Hongzhi Zhang Shan Xue Jian Yang Chuan Zhou Quan Z. Sheng Hui Xiong Leman Akoglu GNN AI4TS 100 566 0 14 Jun 2021
Graph Contrastive Learning Automated Yuning You Tianlong Chen Yang Shen Zhangyang Wang 81 480 0 10 Jun 2021
Adversarial Graph Augmentation to Improve Graph Contrastive Learning Susheel Suresh Pan Li Cong Hao Jennifer Neville AAML 116 343 0 10 Jun 2021
Self-supervised Graph-level Representation Learning with Local and Global Structure Minghao Xu Hang Wang Bingbing Ni Hongyu Guo Jian Tang SSL 79 213 0 08 Jun 2021
Low Complexity Recruitment for Collaborative Mobile Crowdsourcing Using Graph Neural Networks Aymen Hamrouni Hakim Ghazzai Turki Alelyani Y. Massoud 118 25 0 01 Jun 2021
Learning Graphon Autoencoders for Generative Graph Modeling Hongteng Xu P. Zhao Junzhou Huang Dixin Luo GNN 65 5 0 29 May 2021
Self-Supervised Graph Representation Learning via Topology Transformations Xiang Gao Wei Hu Guo-Jun Qi SSL 47 4 0 25 May 2021
Graph Learning: A Survey Xiwei Xu Ke Sun Shuo Yu Abdul Aziz Liangtian Wan Shirui Pan Huan Liu GNN 89 356 0 03 May 2021
Permutation-Invariant Variational Autoencoder for Graph-Level Representation Learning R. Winter Frank Noé Djork-Arné Clevert BDL SSL 63 27 0 20 Apr 2021
Identity Inference on Blockchain using Graph Neural Network Jie Shen Jiajun Zhou Yunyi Xie Shanqing Yu Qi Xuan 58 36 0 14 Apr 2021
Theoretically Improving Graph Neural Networks via Anonymous Walk Graph Kernels Qingqing Long Yilun Jin Yi Wu Guojie Song 102 38 0 07 Apr 2021
Learning Graph Representation by Aggregating Subgraphs via Mutual Information Maximization Chenguang Wang Ziwen Liu SSL 122 18 0 24 Mar 2021
Simplicial Complex Representation Learning Mustafa Hajij Ghada Zamzmi Theodore Papamarkou Vasileios Maroulas X. Cai 98 18 0 06 Mar 2021
CogDL: A Comprehensive Library for Graph Deep Learning Yukuo Cen Zhenyu Hou Yan Wang Qibin Chen Yi Luo ... Guohao Dai Yu Wang Chang Zhou Hongxia Yang Jie Tang GNN AI4CE 121 17 0 01 Mar 2021
CLPVG: Circular limited penetrable visibility graph as a new network model for time series Qi Xuan Jinchao Zhou Kunfeng Qiu Dongwei Xu Shilian Zheng Xiaoniu Yang 37 15 0 01 Mar 2021
MAPFAST: A Deep Algorithm Selector for Multi Agent Path Finding using Shortest Path Embeddings J. Ren V. Sathiyanarayanan Eric Ewing Baskin Senbaslar Nora Ayanian 40 19 0 24 Feb 2021
Self-Supervised Learning of Graph Neural Networks: A Unified Review Yaochen Xie Zhao Xu Jingtun Zhang Zhengyang Wang Shuiwang Ji SSL 158 339 0 22 Feb 2021
Contrastive Embeddings for Neural Architectures Daniel Hesslow Iacopo Poli 83 4 0 08 Feb 2021
Label Contrastive Coding based Graph Neural Network for Graph Classification Yuxiang Ren Jiyang Bai Jiawei Zhang 73 27 0 14 Jan 2021
The Shapley Value of Classifiers in Ensemble Games Benedek Rozemberczki Rik Sarkar FAtt FedML TDI 120 33 0 06 Jan 2021
Combining Graph Neural Networks and Spatio-temporal Disease Models to Predict COVID-19 Cases in Germany Cornelius Fritz Emilio Dorigatti David Rügamer 55 20 0 03 Jan 2021