node2vec: Scalable Feature Learning for Networks

3 July 2016

Papers citing "node2vec: Scalable Feature Learning for Networks"

50 / 1,033 papers shown

Title
InfoGCL: Information-Aware Graph Contrastive Learning Dongkuan Xu Wei Cheng Dongsheng Luo Haifeng Chen Xiang Zhang 33 193 0 28 Oct 2021
MOOMIN: Deep Molecular Omics Network for Anti-Cancer Drug Combination Therapy Benedek Rozemberczki A. Gogleva S. Nilsson G. Edwards A. Nikolov Eliseo Papa GNN 23 19 0 28 Oct 2021
Graph Communal Contrastive Learning Bolian Li Baoyu Jing Hanghang Tong 36 57 0 28 Oct 2021
Node-wise Localization of Graph Neural Networks Zemin Liu Yuan Fang Chenghao Liu Guosheng Lin 27 25 0 27 Oct 2021
Neural Embeddings of Urban Big Data Reveal Emergent Structures in Cities Chao Fan Mengke Zhang Ali Mostafavi AI4CE 29 13 0 24 Oct 2021
A Broader Picture of Random-walk Based Graph Embedding Zexi Huang A. Silva Ambuj K. Singh 21 49 0 24 Oct 2021
Forecasting Financial Market Structure from Network Features using Machine Learning Douglas Castilho T. T. P. Souza Soong Moon Kang João Gama A. Carvalho 14 1 0 22 Oct 2021
Privacy-Aware Identity Cloning Detection based on Deep Forest Ahmed AlHarbi Haipeng Dong X. Yi Prabath Abeysekara 14 3 0 21 Oct 2021
LMSOC: An Approach for Socially Sensitive Pretraining Vivek Kulkarni Shubhanshu Mishra A. Haghighi 22 13 0 20 Oct 2021
Efficient Analysis of COVID-19 Clinical Data using Machine Learning Models Sarwan Ali Yijing Zhou M. Patterson OOD 32 32 0 18 Oct 2021
TLDR: Twin Learning for Dimensionality Reduction Yannis Kalantidis Carlos Lassance Jon Almazán Diane Larlus SSL 29 10 0 18 Oct 2021
Self-Supervised Representation Learning: Introduction, Advances and Challenges Linus Ericsson Henry Gouk Chen Change Loy Timothy M. Hospedales SSL OOD AI4TS 37 274 0 18 Oct 2021
POLE: Polarized Embedding for Signed Networks Zexi Huang A. Silva Ambuj K. Singh 19 36 0 17 Oct 2021
Residual2Vec: Debiasing graph embedding with random graphs Sadamori Kojaku Jisung Yoon I. Constantino Yong-Yeol Ahn CML 48 23 0 14 Oct 2021
Scalable Graph Embedding LearningOn A Single GPU Azita Nouri Philip E. Davis P. Subedi M. Parashar GNN 36 1 0 13 Oct 2021
CoarSAS2hvec: Heterogeneous Information Network Embedding with Balanced Network Sampling Ling Zhan Tao Jia 36 8 0 12 Oct 2021
Graph-Based Machine Learning Improves Just-in-Time Defect Prediction Jonathan Bryan Pablo Moriano 21 7 0 11 Oct 2021
Neural Link Prediction with Walk Pooling Liming Pan Chen Shi Ivan Dokmanić 27 52 0 08 Oct 2021
Perceived and Intended Sarcasm Detection with Graph Attention Networks Joan Plepi Lucie Flek 21 23 0 08 Oct 2021
Dyn-Backdoor: Backdoor Attack on Dynamic Link Prediction Jinyin Chen Haiyang Xiong Haibin Zheng Jian Zhang Guodong Jiang Yi Liu AAML SILM AI4CE 51 10 0 08 Oct 2021
From Stars to Subgraphs: Uplifting Any GNN with Local Structure Awareness Lingxiao Zhao Wei Jin Leman Akoglu Neil Shah GNN 29 162 0 07 Oct 2021
Inference Attacks Against Graph Neural Networks Zhikun Zhang Min Chen Michael Backes Yun Shen Yang Zhang MIACV AAML GNN 33 50 0 06 Oct 2021
FacialFilmroll: High-resolution multi-shot video editing B. Damodaran Emmanuel Jolly Gilles Puy P. Gosselin Cédric Thébault Junghyun Ahn Tim Christensen P. Ghezzo Pierre Hellier CVBM 26 1 0 05 Oct 2021
ProGCL: Rethinking Hard Negative Mining in Graph Contrastive Learning Jun Xia Lirong Wu Ge Wang Jintao Chen Stan Z. Li 30 121 0 05 Oct 2021
Motif-based Graph Self-Supervised Learning for Molecular Property Prediction Zaixin Zhang Qi Liu Hao Wang Chengqiang Lu Chee-Kong Lee SSL AI4CE 46 251 0 03 Oct 2021
Characterizing SARS-CoV-2 Spike Sequences Based on Geographical Location Sarwan Ali B. Bello Z. Tayebi Murray Patterson 49 2 0 02 Oct 2021
Inductive Representation Learning in Temporal Networks via Mining Neighborhood and Community Influences Meng Liu Yong Liu AI4TS 88 37 0 01 Oct 2021
Adaptive Multi-layer Contrastive Graph Neural Networks S. Shi Pengfei Xie Xu Luo Kai Qiao Linyuan Wang Jian Chen B. Yan OOD 24 5 0 29 Sep 2021
Learning Ideological Embeddings from Information Cascades Corrado Monti Giuseppe Manco Çigdem Aslay Francesco Bonchi 30 10 0 28 Sep 2021
HAGEN: Homophily-Aware Graph Convolutional Recurrent Network for Crime Forecasting Chenyu Wang Zongyu Lin Xiaochen Yang Jiao Sun Mingxuan Yue Cyrus Shahabi AI4TS 71 28 0 27 Sep 2021
An Analysis of Euclidean vs. Graph-Based Framing for Bilingual Lexicon Induction from Word Embedding Spaces Kelly Marchisio Youngser Park Ali Saad-Eldin A. Alyakin Kevin Duh Carey Priebe Philipp Koehn 34 4 0 26 Sep 2021
Combining Discrete Choice Models and Neural Networks through Embeddings: Formulation, Interpretability and Performance Ioanna Arkoudi C. L. Azevedo Francisco Câmara Pereira 16 16 0 24 Sep 2021
Investigating and Modeling the Dynamics of Long Ties Ding Lyu Yuan. Yuan Lin Wang Xiaofan Wang Alex Pentland 41 15 0 22 Sep 2021
AutoGCL: Automated Graph Contrastive Learning via Learnable View Generators Yihang Yin Qingzhong Wang Siyu Huang Haoyi Xiong Xiang Zhang 56 145 0 21 Sep 2021
Recommender systems based on graph embedding techniques: A comprehensive review Yue Deng 49 22 0 20 Sep 2021
Grouping Search Results with Product Graphs in E-commerce Platforms Suhas Ranganath Shibsankar Das Sanjay Thilaivasan Shipra Agarwal Varun Shrivastava 22 0 0 20 Sep 2021
Harnessing the Power of Ego Network Layers for Link Prediction in Online Social Networks Mustafa Toprak Chiara Boldrini A. Passarella M. Conti 13 16 0 19 Sep 2021
Repurposing of Resources: from Everyday Problem Solving through to Crisis Management Antonis Bikakis Luke Dickens Anthony Hunter Robt. Miller 11 1 0 17 Sep 2021
Embedding Node Structural Role Identity Using Stress Majorization Lili Wang Chenghan Huang Weicheng Ma Ying Lu Soroush Vosoughi 16 4 0 14 Sep 2021
Graph Embedding via Diffusion-Wavelets-Based Node Feature Distribution Characterization Lili Wang Chenghan Huang Weicheng Ma Xinyuan Cao Soroush Vosoughi GNN DiffM 20 14 0 14 Sep 2021
Knowledge Graph-based Neurodegenerative Diseases and Diet Relationship Discovery Yi Nian Jingcheng Du Larry Bu Fang Li Xinyue Hu Yuji Zhang Cui Tao 15 2 0 13 Sep 2021
Meta-Path-based Fake News Detection Leveraging Multi-level Social Context Information Jian Cui Kwanwoo Kim S. Na Seung-Eui Shin 30 25 0 13 Sep 2021
Spike2Vec: An Efficient and Scalable Embedding Approach for COVID-19 Spike Sequences Sarwan Ali M. Patterson 23 46 0 12 Sep 2021
Local Augmentation for Graph Neural Networks Songtao Liu Rex Ying Hanze Dong Lanqing Li Tingyang Xu Yu Rong P. Zhao Junzhou Huang Dinghao Wu 50 91 0 08 Sep 2021
X-GOAL: Multiplex Heterogeneous Graph Prototypical Contrastive Learning Baoyu Jing Shengyu Feng Yuejia Xiang Xi Chen Yu Chen Hanghang Tong 43 28 0 08 Sep 2021
HMSG: Heterogeneous Graph Neural Network based on Metapath Subgraph Learning Xinjun Cai Jiaxing Shang Fei Hao Dajiang Liu Linjiang Zheng 33 19 0 07 Sep 2021
Pointspectrum: Equivariance Meets Laplacian Filtering for Graph Representation Learning Marinos Poiitis Pavlos Sermpezis Athena Vakali 31 0 0 06 Sep 2021
Whole Brain Vessel Graphs: A Dataset and Benchmark for Graph Learning and Neuroscience (VesselGraph) Johannes C. Paetzold J. McGinnis Suprosanna Shit Ivan Ezhov Paul Büschl ... Anjany Sekuboyina Georgios Kaissis Ali Ertürk Stephan Günnemann Bjoern H. Menze 19 9 0 30 Aug 2021
NeuroCartography: Scalable Automatic Visual Summarization of Concepts in Deep Neural Networks Haekyu Park Nilaksh Das Rahul Duggal Austin P. Wright Omar Shaikh Fred Hohman Duen Horng Chau HAI 29 25 0 29 Aug 2021
Multiscale Spatio-Temporal Graph Neural Networks for 3D Skeleton-Based Motion Prediction Maosen Li Siheng Chen Yangheng Zhao Ya Zhang Yanfeng Wang Qi Tian 3DH 25 74 0 25 Aug 2021