node2vec: Scalable Feature Learning for Networks

3 July 2016

Papers citing "node2vec: Scalable Feature Learning for Networks"

50 / 2,627 papers shown

Title
Hyperedge Representations with Hypergraph Wavelets: Applications to Spatial Transcriptomics Xingzhi Sun C. Xu Joao F. Rocha Chen Liu Benjamin Hollander-Bodie Laney Goldman Marcello DiStasio Michael Perlmutter Smita Krishnaswamy MedIm 54 2 0 14 Sep 2024
Promoting Fairness in Link Prediction with Graph Enhancement Yezi Liu Hanning Chen Mohsen Imani 82 3 0 13 Sep 2024
Multiplex Graph Contrastive Learning with Soft Negatives Zhenhao Zhao Minhong Zhu Chen Wang Sijia Wang Jiqiang Zhang Li Chen Weiran Cai 69 0 0 12 Sep 2024
Scalable Multitask Learning Using Gradient-based Estimation of Task Affinity Dongyue Li Aneesh Sharma Hongyang R. Zhang 143 3 0 09 Sep 2024
Ethereum Fraud Detection via Joint Transaction Language Model and Graph Representation Learning Yifan Jia Yanbin Wang Jianguo Sun Yiwei Liu Zhang Sheng Ye Tian 210 5 0 09 Sep 2024
A Comprehensive Survey of Advanced Persistent Threat Attribution: Taxonomy, Methods, Challenges and Open Research Problems Nanda Rani Bikash Saha Sandeep Kumar Shukla 62 5 0 07 Sep 2024
Simbanex: Similarity-based Exploration of IEEE VIS Publications Daniel Witschard Ilir Jusufi Andreas Kerren 50 0 0 31 Aug 2024
Reproducibility Study Of Learning Fair Graph Representations Via Automated Data Augmentations Thijmen Nijdam Juell Sprott Taiki Papandreou-Lazos Jurgen de Heus 65 0 0 31 Aug 2024
Graph and Sequential Neural Networks in Session-based Recommendation: A Survey Zihao Li Chao Yang Yakun Chen Xianzhi Wang Hongxu Chen Guandong Xu Lina Yao Quan Z. Sheng GNN 47 10 0 27 Aug 2024
Towards Graph Prompt Learning: A Survey and Beyond Qingqing Long Yuchen Yan Peiyan Zhang Chen Fang Wentao Cui ... Shiyue Jiang Zheng Fang Chong Chen Xian-Sheng Hua Yuanchun Zhou AI4CE 92 1 0 26 Aug 2024
Disentangled Generative Graph Representation Learning Xinyue Hu Zhibin Duan Xinyang Liu Yuxin Li Bo Chen Mingyuan Zhou 129 0 0 24 Aug 2024
Spatio-Temporal Road Traffic Prediction using Real-time Regional Knowledge Sumin Han Jisun An Dongman Lee 33 0 0 23 Aug 2024
DutyTTE: Deciphering Uncertainty in Origin-Destination Travel Time Estimation Xiaowei Mao Yan Lin Shengnan Guo Yubin Chen Xingyu Xian Haomin Wen Qisen Xu Youfang Lin Huaiyu Wan 130 1 0 23 Aug 2024
Modeling Reference-dependent Choices with Graph Neural Networks Liang Zhang Guannan Liu Junjie Wu Yong Tan HAI 62 0 0 21 Aug 2024
Structure-enhanced Contrastive Learning for Graph Clustering Xunlian Wu Jingqi Hu Anqi Zhang Yining Quan Qiguang Miao Peng Gang Sun 128 0 0 19 Aug 2024
OWL2Vec4OA: Tailoring Knowledge Graph Embeddings for Ontology Alignment Sevinj Teymurova Ernesto Jiménez-Ruiz Tillman Weyde Jiaoyan Chen 130 1 0 12 Aug 2024
Urban Region Pre-training and Prompting: A Graph-based Approach Jiahui Jin Yifan Song Dong Kan Haojia Zhu Xiangguo Sun Zhicheng Li Xigang Sun Jinghui Zhang AI4TS AI4CE 153 4 0 12 Aug 2024
A Structural Feature-Based Approach for Comprehensive Graph Classification Saiful Islam M. Hasan P. Khanra 85 2 0 10 Aug 2024
Detecting Masquerade Attacks in Controller Area Networks Using Graph Machine Learning William Marfo Pablo Moriano Deepak K. Tosh Shirley V. Moore 84 4 0 10 Aug 2024
Self-Supervised Contrastive Graph Clustering Network via Structural Information Fusion Xiaoyang Ji Yuchen Zhou Haofu Yang Shiyue Xu Jiahao Li SSL 145 0 0 08 Aug 2024
Random Walk Diffusion for Efficient Large-Scale Graph Generation Tobias Bernecker Ghalia Rehawi Francesco Paolo Casale Janine Knauer-Arloth Annalisa Marsico 100 1 0 08 Aug 2024
Knowledge Probing for Graph Representation Learning Mingyu Zhao Xingyu Huang Ziyu Lyu Yanlin Wang Lixin Cui Lu Bai 57 0 0 07 Aug 2024
SETN: Stock Embedding Enhanced with Textual and Network Information Takehiro Takayanagi Hiroki Sakaji Kiyoshi Izumi AIFin 154 2 0 06 Aug 2024
PSNE: Efficient Spectral Sparsification Algorithms for Scaling Network Embedding Longlong Lin Yunfeng Yu Zihao Wang Zeli Wang Yuying Zhao Jin Zhao Tao Jia 110 1 0 05 Aug 2024
Top K Enhanced Reinforcement Learning Attacks on Heterogeneous Graph Node Classification Honglin Gao Gaoxi Xiao AAML 59 0 0 04 Aug 2024
IBB Traffic Graph Data: Benchmarking and Road Traffic Prediction Model Eren Olug Kıymet Kaya Resul Tugay Sule Gunduz Oguducu 42 0 0 02 Aug 2024
What comes after transformers? -- A selective survey connecting ideas in deep learning Johannes Schneider AI4CE 132 2 0 01 Aug 2024
CXSimulator: A User Behavior Simulation using LLM Embeddings for Web-Marketing Campaign Assessment Akira Kasuga Ryo Yonetani 66 2 0 31 Jul 2024
A Vectorization Method Induced By Maximal Margin Classification For Persistent Diagrams An Wu Yu Pan Fuqi Zhou Jinghui Yan Chuanlu Liu 53 0 0 31 Jul 2024
Noise-Resilient Unsupervised Graph Representation Learning via Multi-Hop Feature Quality Estimation Shiyuan Li Yixin Liu Qingfeng Chen Geoffrey I. Webb Shirui Pan SSL 104 6 0 29 Jul 2024
Contrastive Learning of Asset Embeddings from Financial Time Series Rian Dolphin Barry Smyth Ruihai Dong AI4TS 66 1 0 26 Jul 2024
Learning production functions for supply chains with graph neural networks Serina Chang Zhiyin Lin Benjamin Yan Swapnil Bembde Qi Xiu ... Yu Qin Frank Kloster Alex Luo Raj Palleti J. Leskovec GNN AI4TS 120 2 0 26 Jul 2024
Curriculum Negative Mining For Temporal Networks Ziyue Chen Tongya Zheng Mingli Song 79 2 0 24 Jul 2024
A Geometry-Aware Algorithm to Learn Hierarchical Embeddings in Hyperbolic Space Zhangyu Wang Lantian Xu Zhifeng Kong Weilong Wang Xuyu Peng Enyang Zheng 89 0 0 23 Jul 2024
Adaptive Differentially Private Structural Entropy Minimization for Unsupervised Social Event Detection Zhiwei Yang Yuecen Wei Haoran Li Qian Li Lei Jiang Li Sun Xiaoyan Yu Chunming Hu Hao Peng 130 3 0 23 Jul 2024
An Ad-hoc graph node vector embedding algorithm for general knowledge graphs using Kinetica-Graph B. Karamete Eli Glaser 165 0 0 22 Jul 2024
GraphScale: A Framework to Enable Machine Learning over Billion-node Graphs Vipul Gupta Xin Chen Ruoyun Huang Fanlong Meng Jianjun Chen Yujun Yan GNN 81 2 0 22 Jul 2024
Deep Uncertainty-Based Explore for Index Construction and Retrieval in Recommendation System Xin Jiang Kaiqiang Wang Yinlong Wang Fengchang Lv Taiyang Peng Shuai Yang Xianteng Wu Pengye Zhang Shuo Yuan Yifan Zeng 88 0 0 22 Jul 2024
Meta-GPS++: Enhancing Graph Meta-Learning with Contrastive Learning and Self-Training Yuqi Liu Mengyu Li Ximing Li Lan Huang Fausto Giunchiglia Yanchun Liang Xiaoyue Feng Renchu Guan SSL 102 4 0 20 Jul 2024
HHGT: Hierarchical Heterogeneous Graph Transformer for Heterogeneous Graph Representation Learning Qiuyu Zhu Liang Zhang Qianxiong Xu Kaijun Liu Cheng Long Xiaoyang Wang 89 1 0 18 Jul 2024
Temporal receptive field in dynamic graph learning: A comprehensive analysis Yannis Karmim Leshanshui Yang Raphael Fournier SÑiehotta Clément Chatelain Sébastien Adam Nicolas Thome 66 1 0 17 Jul 2024
Beyond Euclid: An Illustrated Guide to Modern Machine Learning with Geometric, Topological, and Algebraic Structures Sophia Sanborn Johan Mathe Mathilde Papillon Louisa Cornelis Hansen Lillemark ... Abby Bertics Christian Shewmake Fatih Dinc Xavier Pennec Nina Miolane 102 8 0 12 Jul 2024
Deep-Graph-Sprints: Accelerated Representation Learning in Continuous-Time Dynamic Graphs Ahmad Naser Eddin Jacopo Bono David Aparício Hugo Ferreira Pedro Ribeiro P. Bizarro GNN 79 0 0 10 Jul 2024
Modularity aided consistent attributed graph clustering via coarsening Samarth Bhatia Yukti Makhija Manoj Kumar Sandeep Kumar 143 0 0 09 Jul 2024
Tile Compression and Embeddings for Multi-Label Classification in GeoLifeCLEF 2024 Anthony Miyaguchi Patcharapong Aphiwetsa Mark McDuffie 81 1 0 08 Jul 2024
Foundations and Frontiers of Graph Learning Theory Yu Huang Min Zhou Menglin Yang Zhen Wang Muhan Zhang Jie Wang Hong Xie Hao Wang Defu Lian Enhong Chen AI4CE GNN 166 2 0 03 Jul 2024
ITEM: Improving Training and Evaluation of Message-Passing based GNNs for top-k recommendation Yannis Karmim Elias Ramzi Raphael Fournier SÑiehotta Nicolas Thome 72 0 0 03 Jul 2024
Identification of Device Dependencies Using Link Prediction Lukáš Sadlek M. Husák Pavel Čeleda 52 0 0 03 Jul 2024
Revisiting Random Walks for Learning on Graphs Jinwoo Kim Olga Zaghen Ayhan Suleymanzade Youngmin Ryou Seunghoon Hong 203 1 0 01 Jul 2024
TrialBench: Multi-Modal Artificial Intelligence-Ready Clinical Trial Datasets Jintai Chen Yaojun Hu Mingchen Cai Yingzhou Lu Yue Wang ... Yuqiang Li Lucas Glass Tianfan Fu Marinka Zitnik Tianfan Fu 149 0 0 30 Jun 2024