node2vec: Scalable Feature Learning for Networks

3 July 2016

Papers citing "node2vec: Scalable Feature Learning for Networks"

50 / 2,628 papers shown

Title
PromptLink: Leveraging Large Language Models for Cross-Source Biomedical Concept Linking Yuzhang Xie Jiaying Lu Joyce C. Ho Fadi B Nahab Xiao Hu Carl Yang 87 4 0 13 May 2024
Link Stealing Attacks Against Inductive Graph Neural Networks Yixin Wu Xinlei He Pascal Berrang Mathias Humbert Michael Backes Neil Zhenqiang Gong Yang Zhang 83 3 0 09 May 2024
Adaptive Speech Emotion Representation Learning Based On Dynamic Graph Yingxue Gao Huan Zhao Zixing Zhang 108 1 0 07 May 2024
Robust Collaborative Perception without External Localization and Clock Devices Zixing Lei Zhenyang Ni Ruize Han Shuo Tang Dingju Wang Chen Feng Siheng Chen Yanfeng Wang 85 5 0 05 May 2024
Subgraph2vec: A random walk-based algorithm for embedding knowledge graphs Elika Bozorgi Saber Soleymani S. Alqaaidi H. Arabnia Krzysztof J. Kochut 64 4 0 03 May 2024
Community-Invariant Graph Contrastive Learning Shiyin Tan Dongyuan Li Xue Liu Ying Zhang Manabu Okumura OOD 115 4 0 02 May 2024
Bypassing Skip-Gram Negative Sampling: Dimension Regularization as a More Efficient Alternative for Graph Embeddings David Liu Arjun Seshadri Tina Eliassi-Rad J. Ugander 65 1 0 30 Apr 2024
Micro-Macro Spatial-Temporal Graph-based Encoder-Decoder for Map-Constrained Trajectory Recovery Tonglong Wei Youfang Lin Yan Lin Shengnan Guo Lan Zhang Huaiyu Wan 100 8 0 29 Apr 2024
Parameter-Efficient Tuning Large Language Models for Graph Representation Learning Qi Zhu Da Zheng Xiang Song Shichang Zhang Bowen Jin Yizhou Sun George Karypis 99 2 0 28 Apr 2024
A survey of dynamic graph neural networks Yanping Zheng Lu Yi Zhewei Wei AI4TS AI4CE 81 13 0 28 Apr 2024
Generative AI for Visualization: State of the Art and Future Directions Yilin Ye Jianing Hao Yihan Hou Zhan Wang Shishi Xiao Yuyu Luo Wei Zeng 107 51 0 28 Apr 2024
Knowledge Graph Completion using Structural and Textual Embeddings S. Alqaaidi Krzysztof J. Kochut 81 0 0 24 Apr 2024
PHLP: Sole Persistent Homology for Link Prediction -- Interpretable Feature Extraction Junwon You Eunwoo Heo Jae-Hun Jung 86 1 0 23 Apr 2024
Graph Machine Learning in the Era of Large Language Models (LLMs) Wenqi Fan Shijie Wang Jiani Huang Zhikai Chen Yu Song ... Haitao Mao Hui Liu Xiaorui Liu D. Yin Qing Li AI4CE 138 29 0 23 Apr 2024
ICST-DNET: An Interpretable Causal Spatio-Temporal Diffusion Network for Traffic Speed Prediction Yi Rong Yingchi Mao Yinqiu Liu Ling Chen Xiaoming He Dusit Niyato DiffM 69 1 0 22 Apr 2024
Binder: Hierarchical Concept Representation through Order Embedding of Binary Vectors Croix Gyurek Niloy Talukder Mohammad A. Hasan 62 2 0 16 Apr 2024
Integrating Graph Neural Networks with Scattering Transform for Anomaly Detection Abdeljalil Zoubir Badr Missaoui 74 0 0 16 Apr 2024
Efflex: Efficient and Flexible Pipeline for Spatio-Temporal Trajectory Graph Modeling and Representation Learning Ming Cheng Ziyi Zhou Bowen Zhang Ziyu Wang Jiaqi Gan Ziang Ren Weiqi Feng Yi Lyu Hefan Zhang Xingjian Diao 69 8 0 15 Apr 2024
FlowWalker: A Memory-efficient and High-performance GPU-based Dynamic Graph Random Walk Framework Jun-Hua Mei Shixuan Sun Chao Li Cheng Xu Cheng Chen ... Cheng Zhao Xiao-Ke Hou Minyi Guo Bingsheng He Xiaoliang Cong 147 4 0 12 Apr 2024
VeTraSS: Vehicle Trajectory Similarity Search Through Graph Modeling and Representation Learning Ming Cheng Bowen Zhang Ziyu Wang Ziyi Zhou Weiqi Feng Yi Lyu Xingjian Diao 80 2 0 11 Apr 2024
Can Contrastive Learning Refine Embeddings Lihui Liu Jinha Kim Vidit Bansal SSL 76 1 0 11 Apr 2024
Building A Knowledge Graph to Enrich ChatGPT Responses in Manufacturing Service Discovery Yunqing Li B. Starly 54 13 0 09 Apr 2024
Graph Reinforcement Learning for Combinatorial Optimization: A Survey and Unifying Perspective Victor-Alexandru Darvariu Stephen Hailes Mirco Musolesi AI4CE 129 8 0 09 Apr 2024
Graph Vertex Embeddings: Distance, Regularization and Community Detection Radoslaw Nowak Adam Malkowski Daniel Cie'slak Piotr Sokól Pawel Wawrzyñski 61 0 0 09 Apr 2024
AI for DevSecOps: A Landscape and Future Opportunities Michael Fu Jirat Pasuksmit Chakkrit Tantithamthavorn 102 7 0 07 Apr 2024
Model Selection with Model Zoo via Graph Learning Ziyu Li Hilco van der Wilk Danning Zhan Megha Khosla A. Bozzon Rihan Hai 118 2 0 05 Apr 2024
LTRDetector: Exploring Long-Term Relationship for Advanced Persistent Threats Detection Xiaoxiao Liu Fan Xu Nan Wang Qinxin Zhao Dalin Zhang Xibin Zhao Jiqiang Liu 93 0 0 04 Apr 2024
GLEMOS: Benchmark for Instantaneous Graph Learning Model Selection Namyong Park Ryan Rossi Xing Wang Antoine Simoulin Nesreen K. Ahmed Christos Faloutsos VLM 110 2 0 02 Apr 2024
A Survey on Hypergraph Neural Networks: An In-Depth and Step-By-Step Guide Sunwoo Kim Soo Yong Lee Yue Gao Alessia Antelmi Mirko Polato Kijung Shin GNN AI4TS 92 23 0 01 Apr 2024
HeteroMILE: a Multi-Level Graph Representation Learning Framework for Heterogeneous Graphs Yue Zhang Yuntian He Saket Gurukar Srinivasan Parthasarathy 121 0 0 31 Mar 2024
MPXGAT: An Attention based Deep Learning Model for Multiplex Graphs Embedding Marco Bongiovanni Luca Gallo Roberto Grasso Alfredo Pulvirenti GNN 69 0 0 28 Mar 2024
HealthGAT: Node Classifications in Electronic Health Records using Graph Attention Networks Fahmida Liza Piya Mehak Gupta Rahmatollah Beheshti 78 1 0 26 Mar 2024
Diffusion-based Negative Sampling on Graphs for Link Prediction Trung-Kien Nguyen Yuan Fang DiffM 82 11 0 25 Mar 2024
Node Classification via Semantic-Structural Attention-Enhanced Graph Convolutional Networks Hongyin Zhu GNN 98 0 0 24 Mar 2024
STEntConv: Predicting Disagreement with Stance Detection and a Signed Graph Convolutional Network Isabelle Lorge Li Zhang Xiaowen Dong J. Pierrehumbert 53 0 0 23 Mar 2024
Deep Learning for Trajectory Data Management and Mining: A Survey and Beyond Wei Chen Yuxuan Liang Yuanshao Zhu Yanchuan Chang Kang Luo ... Chao Chen Kai Zheng Yunjun Gao Xiaofang Zhou Yu Zheng 130 29 0 21 Mar 2024
Semantic-Enhanced Representation Learning for Road Networks with Temporal Dynamics Yile Chen Xiucheng Li Gao Cong Zhifeng Bao Cheng Long 52 2 0 18 Mar 2024
Probabilistic World Modeling with Asymmetric Distance Measure Meng Song 63 0 0 16 Mar 2024
SHAN: Object-Level Privacy Detection via Inference on Scene Heterogeneous Graph Zhuohang Jiang Bingkui Tong Xia Du Ahmed Alhammadi Jizhe Zhou 92 0 0 14 Mar 2024
Link Prediction for Social Networks using Representation Learning and Heuristic-based Features Samarth Khanna Sree Bhattacharyya Sudipto Ghosh Kushagra Agarwal Asit Kumar Das GNN AI4TS 52 1 0 13 Mar 2024
Knowledge-aware Alert Aggregation in Large-scale Cloud Systems: a Hybrid Approach Jinxi Kuang Jinyang Liu Junjie Huang Renyi Zhong Jiazhen Gu Lan Yu Rui Tan Zengyin Yang Michael R. Lyu 59 7 0 11 Mar 2024
Financial Default Prediction via Motif-preserving Graph Neural Network with Curriculum Learning Daixin Wang Qing Cui Yeyu Zhao Kai Huang Yulin Kang Jun Zhou AI4TS 73 11 0 11 Mar 2024
SiGNN: A Spike-induced Graph Neural Network for Dynamic Graph Representation Learning Dong Chen Shuai Zheng Muhao Xu Zhenfeng Zhu Yao-Min Zhao 88 3 0 11 Mar 2024
An Efficient Learning-based Solver Comparable to Metaheuristics for the Capacitated Arc Routing Problem Runze Guo Feng Xue Anlong Ming N. Sebe 147 0 0 11 Mar 2024
Node Centrality Approximation For Large Networks Based On Inductive Graph Neural Networks Yiwei Zou Ting Li Zong-fu Luo GNN 60 1 0 08 Mar 2024
Control-based Graph Embeddings with Data Augmentation for Contrastive Learning O. Ahmad Anwar Said Mudassir Shabbir W. Abbas X. Koutsoukos 48 1 0 07 Mar 2024
Multi-Scale Subgraph Contrastive Learning Yanbei Liu Yu Zhao Xiao Wang Lei Geng Zhitao Xiao 79 13 0 05 Mar 2024
Unveiling Hidden Links Between Unseen Security Entities Daniel Alfasi T. Shapira Anat Bremler Barr 66 2 0 04 Mar 2024
Mitigating Label Noise on Graph via Topological Sample Selection Yuhao Wu Jiangchao Yao Xiaobo Xia Jun-chen Yu Ruxing Wang Bo Han Tongliang Liu NoLa 117 2 0 04 Mar 2024
RCoCo: Contrastive Collective Link Prediction across Multiplex Network in Riemannian Space Li Sun Mengjie Li Yong Yang Xiao Li Lin Liu Pengfei Zhang Haohua Du 80 1 0 04 Mar 2024