node2vec: Scalable Feature Learning for Networks

3 July 2016

Papers citing "node2vec: Scalable Feature Learning for Networks"

50 / 2,627 papers shown

Title
Cross-Problem Parameter Transfer in Quantum Approximate Optimization Algorithm: A Machine Learning Approach Kien X. Nguyen Bao Bach Ilya Safro 63 1 0 14 Apr 2025
FROG: Effective Friend Recommendation in Online Games via Modality-aware User Preferences Qiwei Wang Dandan Lin Wenqing Lin Ziming Wu OffRL 117 0 0 13 Apr 2025
Academic Network Representation via Prediction-Sampling Incorporated Tensor Factorization Chunyang Zhang Xin Liao Hao Wu 75 0 0 11 Apr 2025
Local Distance-Preserving Node Embeddings and Their Performance on Random Graphs My Le Luana Ruiz Souvik Dhara 75 0 0 11 Apr 2025
GTS-LUM: Reshaping User Behavior Modeling with LLMs in Telecommunications Industry Liu Shi Tianwu Zhou Wei Xu Li-Yu Daisy Liu Zhexin Cui Shaoyi Liang Haoxing Niu Yichong Tian Jianwei Guo AI4TS 70 0 0 09 Apr 2025
Exploiting Meta-Learning-based Poisoning Attacks for Graph Link Prediction Mingchen Li Di Zhuang Keyu Chen Dumindu Samaraweera Morris Chang AAML 81 0 0 08 Apr 2025
SCMPPI: Supervised Contrastive Multimodal Framework for Predicting Protein-Protein Interactions Shengrui XU Tianchi Lu Zikun Wang Jixiu Zhai 66 0 0 03 Apr 2025
Research Paper Recommender System by Considering Users' Information Seeking Behaviors Zhelin Xu Shuhei Yamamoto Hideo Joho 104 0 0 03 Apr 2025
PolyG: Effective and Efficient GraphRAG with Adaptive Graph Traversal Renjie Liu Haitian Jiang Xiao Yan Bo Tang Jinyang Li 55 1 0 02 Apr 2025
Multi-Task Neural Architecture Search Using Architecture Embedding and Transfer Rank TingJie Zhang HaiLin Liu 76 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 108 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 106 0 0 01 Apr 2025
Node Embeddings via Neighbor Embeddings Jan Niklas Böhm Marius Keute Alica Guzmán Sebastian Damrich Andrew Draganov D. Kobak GNN 118 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 78 0 0 29 Mar 2025
AdvSGM: Differentially Private Graph Learning via Adversarial Skip-gram Model Sen Zhang Qingqing Ye Haibo Hu Jianliang Xu 74 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 210 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 61 0 0 23 Mar 2025
Fast online node labeling with graph subsampling Yushen Huang Ertai Luo Reza Babenezhad Yifan Sun 72 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 134 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 156 0 0 16 Mar 2025
A Survey of Cross-domain Graph Learning: Progress and Future Directions Haihong Zhao Chenyi Zi Aochuan Chen Jia Li 169 0 0 14 Mar 2025
Unifying Structural Proximity and Equivalence for Enhanced Dynamic Network Embedding Suchanuch Piriyasatit Chaohao Yuan Ercan Engin Kuruoglu 99 0 0 14 Mar 2025
Towards Graph Foundation Models: A Transferability Perspective Yansen Wang Wenqi Fan Suhang Wang Yao Ma 88 1 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 155 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 110 0 0 11 Mar 2025
A quantum annealing approach to graph node embedding Hristo N. Djidjev GNN 180 1 0 08 Mar 2025
Graph Transformer with Disease Subgraph Positional Encoding for Improved Comorbidity Prediction Xihan Qin Li Liao 81 0 0 04 Mar 2025
Fairness and/or Privacy on Social Graphs Bartlomiej Surma Michael Backes Yang Zhang 123 0 0 03 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 121 0 0 03 Mar 2025
A Survey of Link Prediction in Temporal Networks Jiafeng Xiong Ahmad Zareie Rizos Sakellariou AI4TS AI4CE 83 2 0 28 Feb 2025
Predicting Cascade Failures in Interdependent Urban Infrastructure Networks Yinzhou Tang J. Piao Huandong Wang Shaw Rajib Yong Li AI4CE 78 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 529 3 0 26 Feb 2025
Stationary distribution of node2vec random walks on household models Lars Schroeder Clara Stegehuis OT 138 0 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 146 0 0 25 Feb 2025
MAPN: Enhancing Heterogeneous Sparse Graph Representation by Mamba-based Asynchronous Aggregation Xuqi Mao Zhenying He Xiaoyang Sean Wang 126 0 0 23 Feb 2025
A Survey of Graph Transformers: Architectures, Theories and Applications Chaohao Yuan Kangfei Zhao Ercan Engin Kuruoglu Liang Wang Tingyang Xu Wenbing Huang Deli Zhao Hong Cheng Yu Rong 239 4 0 23 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 120 3 0 22 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 85 0 0 22 Feb 2025
FHGE: A Fast Heterogeneous Graph Embedding with Ad-hoc Meta-paths Xuqi Mao Zhenying He Xiaoyang Sean Wang 108 1 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 129 0 0 21 Feb 2025
Evaluating link prediction: New perspectives and recommendations Bhargavi Kalyani I A Rama Prasad Mathi Niladri Sett 113 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 85 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 159 2 0 14 Feb 2025
Revisiting Dynamic Graph Clustering via Matrix Factorization Dongyuan Li Satoshi Kosugi Ying Zhang Manabu Okumura Feng Xia Xue Liu 122 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 118 1 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 124 1 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 98 0 0 04 Feb 2025
Learning Efficient Positional Encodings with Graph Neural Networks Charilaos I. Kanatsoulis Evelyn Choi Stephanie Jegelka Jure Leskovec Alejandro Ribeiro 160 5 0 03 Feb 2025
GraphMinNet: Learning Dependencies in Graphs with Light Complexity Minimal Architecture Md Atik Ahamed Andrew Cheng Qiang Ye Q. Cheng GNN 131 0 0 01 Feb 2025
Generic Multimodal Spatially Graph Network for Spatially Embedded Network Representation Learning Xudong Fan Jürgen Hackl 134 0 0 01 Feb 2025