node2vec: Scalable Feature Learning for Networks

3 July 2016

Papers citing "node2vec: Scalable Feature Learning for Networks"

50 / 2,729 papers shown

Title
Multi-Task Neural Architecture Search Using Architecture Embedding and Transfer Rank TingJie Zhang HaiLin Liu 100 1 0 01 Apr 2025
Simple yet Effective Node Property Prediction on Edge Streams under Distribution Shifts Jongha Lee Taehyung Kwon Heechan Moon Kijung Shin AI4TS 129 0 0 01 Apr 2025
ffstruc2vec: Flat, Flexible and Scalable Learning of Node Representations from Structural Identities Mario Heidrich Jeffrey Heidemann Rüdiger Buchkremer Gonzalo Wandosell Fernández de Bobadilla 173 0 0 01 Apr 2025
Node Embeddings via Neighbor Embeddings Jan Niklas Böhm Marius Keute Alica Guzmán Sebastian Damrich Andrew Draganov D. Kobak GNN 137 0 0 31 Mar 2025
MSNGO: multi-species protein function annotation based on 3D protein structure and network propagation Bin Wang Boyue Cui Shiqu Chen Xuan Wang Yadong Wang Junyi Li 98 0 0 29 Mar 2025
AdvSGM: Differentially Private Graph Learning via Adversarial Skip-gram Model Sen Zhang Qingqing Ye Haibo Hu Jianliang Xu 96 0 0 27 Mar 2025
Semi-supervised Node Importance Estimation with Informative Distribution Modeling for Uncertainty Regularization Yankai Chen Taotao Wang Yixiang Fang Yunyu Xiao BDL 273 1 0 26 Mar 2025
Does GCL Need a Large Number of Negative Samples? Enhancing Graph Contrastive Learning with Effective and Efficient Negative Sampling Yongqi Huang Jitao Zhao Dongxiao He Di Jin Yuxiao Huang Zhen Wang 84 1 0 23 Mar 2025
Fast online node labeling with graph subsampling Yushen Huang Ertai Luo Reza Babenezhad Yifan Sun 107 0 0 21 Mar 2025
Matching Skeleton-based Activity Representations with Heterogeneous Signals for HAR Shuheng Li Jiayun Zhang Xiaohan Fu Xiyuan Zhang Jingbo Shang Rajesh K. Gupta 167 0 0 17 Mar 2025
ASD Classification on Dynamic Brain Connectome using Temporal Random Walk with Transformer-based Dynamic Network Embedding Suchanuch Piriyasatit Chaohao Yuan Ercan Engin Kuruoglu 194 0 0 16 Mar 2025
Unifying Structural Proximity and Equivalence for Enhanced Dynamic Network Embedding Suchanuch Piriyasatit Chaohao Yuan Ercan Engin Kuruoglu 131 0 0 14 Mar 2025
A Survey of Cross-domain Graph Learning: Progress and Future Directions Haihong Zhao Chenyi Zi Aochuan Chen Jia Li 218 0 0 14 Mar 2025
Towards Graph Foundation Models: A Transferability Perspective Longji Xu Wenqi Fan Suhang Wang Yao Ma 115 2 0 13 Mar 2025
Unsupervised Graph Embeddings for Session-based Recommendation with Item Features Andreas Peintner Marta Moscati Emilia Parada-Cabaleiro Markus Schedl Eva Zangerle GNN 219 3 0 13 Mar 2025
Boundary Prompting: Elastic Urban Region Representation via Graph-based Spatial Tokenization Haojia Zhu Jiahui Jin Dong Kan Rouxi Shen Ruize Wang Xiangguo Sun Jinghui Zhang 151 0 0 11 Mar 2025
A quantum annealing approach to graph node embedding Hristo N. Djidjev GNN 213 1 0 08 Mar 2025
Graph Transformer with Disease Subgraph Positional Encoding for Improved Comorbidity Prediction Xihan Qin Li Liao 96 0 0 04 Mar 2025
How Low Can You Go? Searching for the Intrinsic Dimensionality of Complex Networks using Metric Node Embeddings Nikolaos Nakis Niels Raunkjær Holm Andreas Lyhne Fiehn Morten Mørup 148 0 0 03 Mar 2025
Fairness and/or Privacy on Social Graphs Bartlomiej Surma Michael Backes Yang Zhang 149 0 0 03 Mar 2025
A Survey of Link Prediction in Temporal Networks Jiafeng Xiong Ahmad Zareie Rizos Sakellariou AI4TS AI4CE 109 2 0 28 Feb 2025
Stationary distribution of node2vec random walks on household models Lars Schroeder Clara Stegehuis OT 164 0 0 26 Feb 2025
Predicting Cascade Failures in Interdependent Urban Infrastructure Networks Yinzhou Tang J. Piao Huandong Wang Shaw Rajib Yong Li AI4CE 107 0 0 26 Feb 2025
Joint Optimal Transport and Embedding for Network Alignment Qi Yu Zhichen Zeng Yuchen Yan Lei Ying R. Srikant Hanghang Tong OT 652 5 0 26 Feb 2025
AutoCas: Autoregressive Cascade Predictor in Social Networks via Large Language Models Yuhao Zheng Chenghua Gong Rui Sun Juyuan Zhang Liming Pan Linyuan Lv 165 0 0 25 Feb 2025
MAPN: Enhancing Heterogeneous Sparse Graph Representation by Mamba-based Asynchronous Aggregation Xuqi Mao Zhenying He Hadjer Benkraouda 161 0 0 23 Feb 2025
A Survey of Graph Transformers: Architectures, Theories and Applications Chaohao Yuan Kangfei Zhao Ercan Engin Kuruoglu Shu Wu Tingyang Xu Wenbing Huang Deli Zhao Hong Cheng Yu Rong 300 7 0 23 Feb 2025
MOB-GCN: A Novel Multiscale Object-Based Graph Neural Network for Hyperspectral Image Classification Tuan-Anh Yang Truong-Son Hy Phuong D. Dao 117 0 0 22 Feb 2025
FHGE: A Fast Heterogeneous Graph Embedding with Ad-hoc Meta-paths Xuqi Mao Zhenying He Hadjer Benkraouda 141 1 0 22 Feb 2025
HetFS: A Method for Fast Similarity Search with Ad-hoc Meta-paths on Heterogeneous Information Networks Xuqi Mao Zheyu Chen Zhenying He Yinan Jing Kai Zhang Xiaotao Wang 153 3 0 22 Feb 2025
Connecting the geometry and dynamics of many-body complex systems with message passing neural operators N. Gabriel N. Johnson George Em Karniadakis AI4CE 159 0 0 21 Feb 2025
Evaluating link prediction: New perspectives and recommendations Bhargavi Kalyani I A Rama Prasad Mathi Niladri Sett 198 0 0 18 Feb 2025
MANTIS: Detection of Zero-Day Malicious Domains Leveraging Low Reputed Hosting Infrastructure Fatih Deniz Mohamed Nabeel Ting Yu Issa M. Khalil 110 1 0 17 Feb 2025
Recent Advances in Malware Detection: Graph Learning and Explainability Hossein Shokouhinejad Roozbeh Razavi-Far Hesamodin Mohammadian Mahdi Rabbani Samuel Ansong Griffin Higgins Ali Ghorbani AAML 212 4 0 14 Feb 2025
Revisiting Dynamic Graph Clustering via Matrix Factorization Dongyuan Li Satoshi Kosugi Ying Zhang Manabu Okumura Feng Xia Xue Liu 159 2 0 10 Feb 2025
Bridging Traffic State and Trajectory for Dynamic Road Network and Trajectory Representation Learning Chengkai Han Jingyuan Wang Y. Wang Xie Yu Hao Lin Chao Li Junjie Wu AI4TS 145 4 0 08 Feb 2025
LRA-GNN: Latent Relation-Aware Graph Neural Network with Initial and Dynamic Residual for Facial Age Estimation Yiping Zhang Yuntao Shou Wei Ai Tao Meng Keqin Li CVBM 150 2 0 08 Feb 2025
EdgeGFL: Rethinking Edge Information in Graph Feature Preference Learning Shengda Zhuo Jiwang Fang Hongguang Lin Yin Tang Min Chen Changdong Wang Shuqiang Huang 119 0 0 04 Feb 2025
Learning Efficient Positional Encodings with Graph Neural Networks Charilaos I. Kanatsoulis Evelyn Choi Stephanie Jegelka Jure Leskovec Alejandro Ribeiro 188 7 0 03 Feb 2025
Generic Multimodal Spatially Graph Network for Spatially Embedded Network Representation Learning Xudong Fan Jürgen Hackl 168 0 0 01 Feb 2025
GraphMinNet: Learning Dependencies in Graphs with Light Complexity Minimal Architecture Md Atik Ahamed Andrew Cheng Qiang Ye Q. Cheng GNN 157 0 0 01 Feb 2025
RLER-TTE: An Efficient and Effective Framework for En Route Travel Time Estimation with Reinforcement Learning Zhihan Zheng Haitao Yuan Minxiao Chen Shangguang Wang AI4TS 160 2 0 28 Jan 2025
Principal Graph Encoder Embedding and Principal Community Detection Cencheng Shen Yuexiao Dong Carey E. Priebe Jonathan Larson Ha Trinh Youngser Park 175 3 0 24 Jan 2025
Learning Graph Node Embeddings by Smooth Pair Sampling Konstantin Kutzkov 111 0 0 22 Jan 2025
CAND: Cross-Domain Ambiguity Inference for Early Detecting Nuanced Illness Deterioration Lo Pang-Yun Ting Zhen Tan Hong-Pei Chen Cheng-Te Li Po-Lin Chen Kun-Ta Chuang Huan Liu 135 1 0 22 Jan 2025
Optimizing Blockchain Analysis: Tackling Temporality and Scalability with an Incremental Approach with Metropolis-Hastings Random Walks Junliang Luo Xue Liu 86 0 0 21 Jan 2025
Community-Aware Temporal Walks: Parameter-Free Representation Learning on Continuous-Time Dynamic Graphs He Yu Qingbin Liu 130 0 0 21 Jan 2025
A Hybrid Supervised and Self-Supervised Graph Neural Network for Edge-Centric Applications Eugenio Borzone Leandro Di Persia Matias Gerard SSL 181 1 0 21 Jan 2025
Graph Neural Networks for Travel Distance Estimation and Route Recommendation Under Probabilistic Hazards Tong Liu Hadi Meidani GNN 174 2 0 20 Jan 2025
Enhancing Graph Representation Learning with Localized Topological Features Zuoyu Yan Qi Zhao Ze Ye Tengfei Ma Liangcai Gao Zhi Tang Yusu Wang Chao Chen 127 1 0 17 Jan 2025