node2vec: Scalable Feature Learning for Networks

3 July 2016

Papers citing "node2vec: Scalable Feature Learning for Networks"

50 / 2,627 papers shown

Title
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 131 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 154 1 0 24 Jan 2025
Learning Graph Node Embeddings by Smooth Pair Sampling Konstantin Kutzkov 83 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 94 0 0 22 Jan 2025
Optimizing Blockchain Analysis: Tackling Temporality and Scalability with an Incremental Approach with Metropolis-Hastings Random Walks Junliang Luo Xue Liu 74 0 0 21 Jan 2025
Community-Aware Temporal Walks: Parameter-Free Representation Learning on Continuous-Time Dynamic Graphs He Yu Qingbin Liu 102 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 145 0 0 21 Jan 2025
Graph Neural Networks for Travel Distance Estimation and Route Recommendation Under Probabilistic Hazards Tong Liu Hadi Meidani GNN 148 1 0 20 Jan 2025
Smoothness Really Matters: A Simple Yet Effective Approach for Unsupervised Graph Domain Adaptation Wei Chen Guo Ye Yakun Wang Zhao Zhang Libang Zhang Daxin Wang Qing Cui Fuzhen Zhuang 248 2 0 17 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 99 1 0 17 Jan 2025
CureGraph: Contrastive Multi-Modal Graph Representation Learning for Urban Living Circle Health Profiling and Prediction Jinlin Li Xiao Zhou 182 0 0 13 Jan 2025
Enhancing Unsupervised Graph Few-shot Learning via Set Functions and Optimal Transport Yuqi Liu Fausto Giunchiglia Ximing Li Lan Huang Xiaoyue Feng Renchu Guan OffRL 384 0 0 10 Jan 2025
CDC: A Simple Framework for Complex Data Clustering Zhao Kang Xuanting Xie Bingheng Li Erlin Pan 153 12 0 10 Jan 2025
Structure-Preference Enabled Graph Embedding Generation under Differential Privacy Sen Zhang Qingqing Ye Haibo Hu 102 0 0 08 Jan 2025
CHAT: Beyond Contrastive Graph Transformer for Link Prediction in Heterogeneous Networks Shengming Zhang Le Zhang Jingbo Zhou Hui Xiong 75 0 0 06 Jan 2025
MM-Path: Multi-modal, Multi-granularity Path Representation Learning -- Extended Version Ronghui Xu Hanyin Cheng Chenjuan Guo Hongfan Gao Jiaxi Hu Sean Bin Yang Bin Yang 202 5 0 03 Jan 2025
Unbiased GNN Learning via Fairness-Aware Subgraph Diffusion Abdullah Alchihabi Yuhong Guo DiffM 95 0 0 03 Jan 2025
Learning from Heterogeneity: A Dynamic Learning Framework for Hypergraphs Tiehua Zhang Yuze Liu Zhishu Shen Xingjun Ma Xin Chen Xiaowei Huang Jun-Jian Yin 140 8 0 31 Dec 2024
Efficient Link Prediction via GNN Layers Induced by Negative Sampling Yuxin Wang Xiannian Hu Quan Gan Xuanjing Huang Xipeng Qiu David Wipf 154 6 0 31 Dec 2024
Introduction to Graph Neural Networks: A Starting Point for Machine Learning Engineers James H. Tanis Chris Giannella Adrian V. Mariano AI4CE GNN FaML PINN 133 0 0 27 Dec 2024
Context-Aware Deep Learning for Multi Modal Depression Detection Genevieve Lam Huang Dongyan Weisi Lin 85 0 0 26 Dec 2024
Effective and Lightweight Representation Learning for Link Sign Prediction in Signed Bipartite Graphs Gyeongmin Gu Minseo Jeon Hyun-Je Song Jinhong Jung 180 0 0 25 Dec 2024
Graph Size-imbalanced Learning with Energy-guided Structural Smoothing Jiawen Qin Pengfeng Huang Qingyun Sun Cheng Ji Xingcheng Fu Jianxin Li 84 0 0 23 Dec 2024
APEX $^2$ : Adaptive and Extreme Summarization for Personalized Knowledge Graphs Zihao Li Dongqi Fu Mengting Ai Jingrui He 101 9 0 23 Dec 2024
A Generalizable Anomaly Detection Method in Dynamic Graphs Xiao Yang Xuejiao Zhao Zhiqi Shen 166 1 0 21 Dec 2024
GAT-RWOS: Graph Attention-Guided Random Walk Oversampling for Imbalanced Data Classification Zahiriddin Rustamov Abderrahmane Lakas Nazar Zaki 140 0 0 20 Dec 2024
Hypergraph clustering using Ricci curvature: an edge transport perspective Olympio Hacquard 111 1 0 20 Dec 2024
A Deep Probabilistic Framework for Continuous Time Dynamic Graph Generation Ryien Hosseini F. Simini V. Vishwanath Henry Hoffmann AI4CE 137 0 0 20 Dec 2024
Two Layer Walk: A Community-Aware Graph Embedding He Yu Qingbin Liu 103 0 0 17 Dec 2024
GNN Applied to Ego-nets for Friend Suggestions Evgeny Zamyatin GNN 141 0 0 16 Dec 2024
Representation learning of dynamic networks Haixu Wang Jiguo Cao Jian Pei 89 0 0 15 Dec 2024
Unsupervised Named Entity Disambiguation for Low Resource Domains Debarghya Datta Soumajit Pramanik 142 0 0 13 Dec 2024
Graph Similarity Computation via Interpretable Neural Node Alignment Jingjing Wang Hongjie Zhu H. Xie F. Wang Xiaoliang Xu Yuxiang Wang 139 0 0 13 Dec 2024
Adapting Unsigned Graph Neural Networks for Signed Graphs: A Few-Shot Prompt Tuning Approach Zian Zhai Sima Qing Xiaoyang Wang Wenjie Zhang 122 0 0 11 Dec 2024
From communities to interpretable network and word embedding: an unified approach Thibault Prouteau Nicolas Dugué Simon Guillot GNN 117 1 0 11 Dec 2024
Multi-Scale Node Embeddings for Graph Modeling and Generation Riccardo Milocco Fabian Jansen Diego Garlaschelli 122 0 0 05 Dec 2024
GETAE: Graph information Enhanced deep neural NeTwork ensemble ArchitecturE for fake news detection Ciprian-Octavian Truică Elena Simona Apostol Marius Marogel Adrian Paschke GNN 123 0 0 02 Dec 2024
Attribute-Enhanced Similarity Ranking for Sparse Link Prediction João Mattos Zexi Huang Mert Kosan Ambuj Singh A. Silva 170 1 0 29 Nov 2024
ContextGNN: Beyond Two-Tower Recommendation Systems Yiwen Yuan Zecheng Zhang Xinwei He Akihiro Nitta Weihua Hu ... Blaž Stojanovič Alan Krumholz J. E. Lenssen J. Leskovec Matthias Fey 112 8 0 29 Nov 2024
Perturbation Ontology based Graph Attention Networks Yansen Wang Jiadong Wang F. Wang Xianrui Li Hao Yin Bhiksha Raj 104 1 0 27 Nov 2024
Instance-Aware Graph Prompt Learning Jiazheng Li Jundong Li Chuxu Zhang VLM 133 4 0 26 Nov 2024
Local Intrinsic Dimensionality for Dynamic Graph Embeddings Dušica Knežević Miloš Savić Miloš Radovanović 129 1 0 25 Nov 2024
LLM Online Spatial-temporal Signal Reconstruction Under Noise Yi Yan Dayu Qin E. Kuruoglu 127 1 0 24 Nov 2024
Best of Both Worlds: Advantages of Hybrid Graph Sequence Models Ali Behrouz Ali Parviz Mahdi Karami Clayton Sanford Bryan Perozzi Vahab Mirrokni 157 3 0 23 Nov 2024
TANGNN: a Concise, Scalable and Effective Graph Neural Networks with Top-m Attention Mechanism for Graph Representation Learning Jiawei E Yinglong Zhang Xuewen Xia Xing Xu 118 0 0 23 Nov 2024
GeoAI-Enhanced Community Detection on Spatial Networks with Graph Deep Learning Yunlei Liang Jiawei Zhu Wen-Gui Ye Song Gao GNN 113 4 0 23 Nov 2024
Grid and Road Expressions Are Complementary for Trajectory Representation Learning Silin Zhou Shuo Shang Lisi Chen Peng Han Christian S. Jensen 96 2 0 22 Nov 2024
Graph Neural Networks on Graph Databases Dmytro Lopushanskyy Borun Shi GNN 124 1 0 18 Nov 2024
TESGNN: Temporal Equivariant Scene Graph Neural Networks for Efficient and Robust Multi-View 3D Scene Understanding Quang P.M. Pham Khoi T.N. Nguyen Lan C. Ngo Dezhen Song Truong Do Truong-Son Hy 3DPC 143 2 0 15 Nov 2024
Trustful LLMs: Customizing and Grounding Text Generation with Knowledge Bases and Dual Decoders Xiaofeng Zhu Jaya Krishna Mandivarapu HILM 176 0 0 12 Nov 2024