DeepWalk: Online Learning of Social Representations

26 March 2014

Steven Skiena

Papers citing "DeepWalk: Online Learning of Social Representations"

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Title
Generative Subgraph Contrast for Self-Supervised Graph Representation Learning Yuehui Han Le Hui Haobo Jiang J. Qian Jin Xie SSL 31 13 0 25 Jul 2022
Analysis and Optimization of GNN-Based Recommender Systems on Persistent Memory Yuwei Hu Jiajie Li Zhongming Yu Zhiru Zhang GNN 39 0 0 25 Jul 2022
Mitigating the Performance Sacrifice in DP-Satisfied Federated Settings through Graph Contrastive Learning Haoran Yang Xiangyu Zhao Muyang Li Hongxu Chen Guandong Xu FedML 44 2 0 24 Jul 2022
A flexible PageRank-based graph embedding framework closely related to spectral eigenvector embeddings Disha Shur Yufan Huang D. Gleich 29 1 0 22 Jul 2022
Privacy and Transparency in Graph Machine Learning: A Unified Perspective Megha Khosla 31 4 0 22 Jul 2022
Digraphwave: Scalable Extraction of Structural Node Embeddings via Diffusion on Directed Graphs Ciwan Ceylan Kambiz Ghoorchian Danica Kragic 33 1 0 20 Jul 2022
Simplifying Clustering with Graph Neural Networks F. Bianchi 27 10 0 18 Jul 2022
Demystifying Graph Convolution with a Simple Concatenation Zhiqian Chen Zonghan Zhang GNN 16 0 0 18 Jul 2022
FLOWGEN: Fast and slow graph generation Aman Madaan Yiming Yang AI4CE 27 3 0 15 Jul 2022
pathGCN: Learning General Graph Spatial Operators from Paths Moshe Eliasof E. Haber Eran Treister 3DPC GNN 33 26 0 15 Jul 2022
Differentially Private Graph Learning via Sensitivity-Bounded Personalized PageRank Alessandro Epasto Vahab Mirrokni Bryan Perozzi Anton Tsitsulin Peilin Zhong 26 23 0 14 Jul 2022
Logistics, Graphs, and Transformers: Towards improving Travel Time Estimation Natalia Semenova Vadim Porvatov Vladislav Tishin Artyom Sosedka Vladislav Zamkovoy AI4TS 21 2 0 12 Jul 2022
DDI Prediction via Heterogeneous Graph Attention Networks Farhan Tanvir Khaled Mohammed Saifuddin Esra Akbas 22 1 0 12 Jul 2022
Whois? Deep Author Name Disambiguation using Bibliographic Data Zeyd Boukhers N. Bahubali 25 6 0 11 Jul 2022
Few-Shot Semantic Relation Prediction across Heterogeneous Graphs Pengfei Ding Yan Wang Guanfeng Liu Xiaofang Zhou 36 5 0 11 Jul 2022
Wasserstein Graph Distance Based on $L_1$ -Approximated Tree Edit Distance between Weisfeiler-Lehman Subtrees Zhongxi Fang Jianming Huang Xun Su Hiroyuki Kasai 42 8 0 09 Jul 2022
A Survey on Hyperlink Prediction Cang Chen Yang-Yu Liu 3DV AI4CE 22 40 0 06 Jul 2022
voxel2vec: A Natural Language Processing Approach to Learning Distributed Representations for Scientific Data Xiangyang He Y. Tao Shuoliu Yang Haoran Dai Hai Lin 19 0 0 06 Jul 2022
Text Enriched Sparse Hyperbolic Graph Convolutional Networks Nurendra Choudhary Nikhil S. Rao Karthik Subbian Chandan K. Reddy 28 0 0 06 Jul 2022
Learning node embeddings via summary graphs: a brief theoretical analysis Houquan Zhou Shenghua Liu Danai Koutra Huawei Shen Xueqi Cheng 27 0 0 04 Jul 2022
Collaboration-Aware Graph Convolutional Network for Recommender Systems Yu-Chiang Frank Wang Yuying Zhao Yi Zhang Tyler Derr GNN 42 61 0 03 Jul 2022
Time-aware Dynamic Graph Embedding for Asynchronous Structural Evolution Yu Yang Hongzhi Yin Jiannong Cao Tong Chen Quoc Viet Hung Nguyen Xiaofang Zhou Lei Chen 21 12 0 01 Jul 2022
Reliable Representations Make A Stronger Defender: Unsupervised Structure Refinement for Robust GNN Kuan Li Yang Liu Xiang Ao Jianfeng Chi Jinghua Feng Hao Yang Qing He AAML 51 64 0 30 Jun 2022
The maximum capability of a topological feature in link prediction Yijun Ran Xiao-ke Xu Tao Jia 12 15 0 30 Jun 2022
Modeling Teams Performance Using Deep Representational Learning on Graphs Francesco Carli Pietro Foini N. Gozzi N. Perra Rossano Schifanella GNN 33 0 0 29 Jun 2022
A Representation Learning Framework for Property Graphs Yifan Hou Hongzhi Chen Changji Li James Cheng Ming Yang AI4TS 25 35 0 27 Jun 2022
Measuring and Improving the Use of Graph Information in Graph Neural Networks Yifan Hou Jie M. Zhang James Cheng Kaili Ma Richard T. B. Ma Hongzhi Chen Ming Yang GNN 16 0 0 27 Jun 2022
Wiener Graph Deconvolutional Network Improves Graph Self-Supervised Learning Jiashun Cheng Man Li Jia Li Fugee Tsung SSL 31 14 0 26 Jun 2022
HyGNN: Drug-Drug Interaction Prediction via Hypergraph Neural Network Khaled Mohammed Saifuddin Bri Bumgardnerr Farhan Tanvir Esra Akbas 17 27 0 25 Jun 2022
Geometry Contrastive Learning on Heterogeneous Graphs Shichao Zhu Chuan Zhou Anfeng Cheng Shirui Pan Shuaiqiang Wang Dawei Yin Bin Wang SSL 27 1 0 25 Jun 2022
Source Localization of Graph Diffusion via Variational Autoencoders for Graph Inverse Problems Chen Ling Junji Jiang Junxiang Wang Liang Zhao DiffM 32 46 0 24 Jun 2022
MultiSAGE: a multiplex embedding algorithm for inter-layer link prediction Luca Gallo Vito Latora Alfredo Pulvirenti 30 1 0 24 Jun 2022
Sampling Enclosing Subgraphs for Link Prediction Paul Louis Shweta Ann Jacob Amirali Salehi-Abari GNN 37 14 0 23 Jun 2022
Similarity-aware Positive Instance Sampling for Graph Contrastive Pre-training Xueyi Liu Yu Rong Tingyang Xu Gang Hua Wen-bing Huang Junzhou Huang 21 0 0 23 Jun 2022
Constructing Cross-lingual Consumer Health Vocabulary with Word-Embedding from Comparable User Generated Content Chia-Hsuan Chang Lei Wang Christopher C. Yang 37 1 0 23 Jun 2022
Agent-based Graph Neural Networks Karolis Martinkus Pál András Papp Benedikt Schesch Roger Wattenhofer LLMAG GNN 44 18 0 22 Jun 2022
Efficient and effective training of language and graph neural network models V. Ioannidis Xiang Song Da Zheng Houyu Zhang Jun Ma Yi Xu Belinda Zeng Trishul Chilimbi George Karypis GNN 21 12 0 22 Jun 2022
Statistical network isomorphism Pierre Miasnikof. Alexander Y. Shestopaloff Alexander Y. Shestopaloff Cristián Bravo Y. Lawryshyn 17 1 0 21 Jun 2022
Temporal Link Prediction via Adjusted Sigmoid Function and 2-Simplex Sructure Ruizhi Zhang Qiaozi Wang Qiming Yang Wei Wei 11 5 0 20 Jun 2022
MetaGL: Evaluation-Free Selection of Graph Learning Models via Meta-Learning Namyong Park Ryan Rossi Nesreen Ahmed Christos Faloutsos 27 7 0 18 Jun 2022
Prediction of Solar Radiation Based on Spatial and Temporal Embeddings for Solar Generation Forecast Mohammad Alqudah Tatjana Djokic M. Kezunovic Z. Obradovic 19 5 0 17 Jun 2022
A Graph-Enhanced Click Model for Web Search Jianghao Lin Weiwen Liu Xinyi Dai Weinan Zhang Shuai Li Ruiming Tang Xiuqiang He Jianye Hao Yong Yu 27 35 0 17 Jun 2022
NAFS: A Simple yet Tough-to-beat Baseline for Graph Representation Learning Wentao Zhang Zeang Sheng Mingyu Yang Yang Li Yu Shen Zhi-Xin Yang Bin Cui AAML 33 16 0 17 Jun 2022
NCAGC: A Neighborhood Contrast Framework for Attributed Graph Clustering Tong Wang Guanyu Yang Qijia He Zhenquan Zhang Junhua Wu 22 4 0 16 Jun 2022
Dual-channel Early Warning Framework for Ethereum Ponzi Schemes Jie Jin Jiajun Zhou Chengxiang Jin Shanqing Yu Ziwan Zheng Qi Xuan 25 10 0 16 Jun 2022
tBDFS: Temporal Graph Neural Network Leveraging DFS Uriel Singer Haggai Roitman Ido Guy Kira Radinsky AI4CE 33 0 0 12 Jun 2022
Semi-Supervised Hierarchical Graph Classification Jia Li Yongfeng Huang Heng Chang Yu Rong 31 28 0 11 Jun 2022
Synthetic Over-sampling for Imbalanced Node Classification with Graph Neural Networks Tianxiang Zhao Xiang Zhang Suhang Wang 33 6 0 10 Jun 2022
I'm Me, We're Us, and I'm Us: Tri-directional Contrastive Learning on Hypergraphs Dongjin Lee Kijung Shin 40 37 0 09 Jun 2022
COSTA: Covariance-Preserving Feature Augmentation for Graph Contrastive Learning Yifei Zhang Hao Zhu Zixing Song Piotr Koniusz Iriwn King 49 90 0 09 Jun 2022