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DeepWalk: Online Learning of Social Representations

26 March 2014

Steven Skiena

Papers citing "DeepWalk: Online Learning of Social Representations"

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Title
The Signed Two-Space Proximity Model for Learning Representations in Protein-Protein Interaction Networks Nikolaos Nakis Chrysoula Kosma Anastasia Brativnyk Michail Chatzianastasis Iakovos Evdaimon Michalis Vazirgiannis 158 0 0 05 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 164 0 0 03 Mar 2025
G-OSR: A Comprehensive Benchmark for Graph Open-Set Recognition Yicong Dong Rundong He Guangyao Chen Wentao Zhang Zhongyi Han Jieming Shi Yilong Yin 126 1 0 01 Mar 2025
LLM-Empowered Class Imbalanced Graph Prompt Learning for Online Drug Trafficking Detection Tianyi Ma Yiyue Qian Zehong Wang Zheyuan Zhang Chuxu Zhang Yanfang Ye 132 5 0 28 Feb 2025
A Survey of Link Prediction in Temporal Networks Jiafeng Xiong Ahmad Zareie Rizos Sakellariou AI4TS AI4CE 109 4 0 28 Feb 2025
Joint Optimal Transport and Embedding for Network Alignment Qi Yu Zhichen Zeng Yuchen Yan Lei Ying R. Srikant Hanghang Tong OT 718 6 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 189 0 0 25 Feb 2025
Graph Perceiver IO: A General Architecture for Graph Structured Data Seyun Bae Hoyoon Byun Changdae Oh Yoon-Sik Cho Kyungwoo Song GNN 314 3 0 24 Feb 2025
Understanding the Design Principles of Link Prediction in Directed Settings Jun Zhai Muberra Ozmen Thomas Markovich AI4CE 134 0 0 24 Feb 2025
MAPN: Enhancing Heterogeneous Sparse Graph Representation by Mamba-based Asynchronous Aggregation Xuqi Mao Zhenying He Hadjer Benkraouda 169 1 0 23 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
MOB-GCN: A Novel Multiscale Object-Based Graph Neural Network for Hyperspectral Image Classification Tuan-Anh Yang Truong-Son Hy Phuong D. Dao 133 0 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 175 0 0 21 Feb 2025
GiGL: Large-Scale Graph Neural Networks at Snapchat Tong Zhao Yozen Liu Matthew Kolodner Kyle Montemayor Elham Ghazizadeh ... Serim Park Peicheng Yu Jun Yu Shubham Vij Neil Shah GNN 157 2 0 20 Feb 2025
Evaluating link prediction: New perspectives and recommendations Bhargavi Kalyani I A Rama Prasad Mathi Niladri Sett 226 0 0 18 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 252 5 0 14 Feb 2025
MixDec Sampling: A Soft Link-based Sampling Method of Graph Neural Network for Recommendation Xiangjin Xie Yiran Chen Ruipeng Wang Kai Ouyang Zihan Zhang ... Buyue Qian Hansen Zheng Bo Hu Chengxiang Zhuo Zang Li 151 4 0 12 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 165 5 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 216 9 0 03 Feb 2025
GraphMinNet: Learning Dependencies in Graphs with Light Complexity Minimal Architecture Md Atik Ahamed Andrew Cheng Qiang Ye Q. Cheng GNN 169 0 0 01 Feb 2025
Generic Multimodal Spatially Graph Network for Spatially Embedded Network Representation Learning Xudong Fan Jürgen Hackl 180 0 0 01 Feb 2025
Information Discovery in e-Commerce Zhaochun Ren Xiangnan He D. Yin Maarten de Rijke 124 9 0 28 Jan 2025
Deep Modularity Networks with Diversity--Preserving Regularization Yasmin Salehi D. Giannacopoulos 93 0 0 23 Jan 2025
Learning Graph Node Embeddings by Smooth Pair Sampling Konstantin Kutzkov 111 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 98 0 0 21 Jan 2025
Community-Aware Temporal Walks: Parameter-Free Representation Learning on Continuous-Time Dynamic Graphs He Yu Qingbin Liu 138 0 0 21 Jan 2025
A Hybrid Supervised and Self-Supervised Graph Neural Network for Edge-Centric ApplicationsIEEE Transactions on Signal and Information Processing over Networks (TSIPON), 2025 Eugenio Borzone Leandro Di Persia Matias Gerard SSL 181 1 0 21 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 139 1 0 17 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 319 3 0 17 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 517 0 0 10 Jan 2025
Structure-Preference Enabled Graph Embedding Generation under Differential Privacy Sen Zhang Qingqing Ye Haibo Hu 134 0 0 08 Jan 2025
Introduction to Graph Neural Networks: A Starting Point for Machine Learning Engineers James H. Tanis Chris Giannella Adrian V. Mariano AI4CE GNN FaML PINN 157 1 0 27 Dec 2024
Context-Aware Deep Learning for Multi Modal Depression Detection Genevieve Lam Huang Dongyan Weisi Lin 124 92 0 26 Dec 2024
Graph Size-imbalanced Learning with Energy-guided Structural Smoothing Jiawen Qin Pengfeng Huang Qingyun Sun Cheng Ji Xingcheng Fu Jianxin Li 108 1 0 23 Dec 2024
A Generalizable Anomaly Detection Method in Dynamic Graphs Xiao Yang Xuejiao Zhao Zhiqi Shen 207 6 0 21 Dec 2024
CLDG: Contrastive Learning on Dynamic Graphs Yiming Xu Bin Shi Teng Ma Bo Dong Haoyi Zhou Qinghua Zheng 243 22 0 19 Dec 2024
Two Layer Walk: A Community-Aware Graph Embedding He Yu Qingbin Liu 148 0 0 17 Dec 2024
BetaExplainer: A Probabilistic Method to Explain Graph Neural Networks Whitney Sloneker Shalin Patel Michael Wang Lorin Crawford Ritambhara Singh 110 0 0 16 Dec 2024
GNN Applied to Ego-nets for Friend Suggestions Evgeny Zamyatin GNN 177 1 0 16 Dec 2024
Representation learning of dynamic networks Haixu Wang Jiguo Cao Jian Pei 107 1 0 15 Dec 2024
Graph Similarity Computation via Interpretable Neural Node Alignment Jingjing Wang Hongjie Zhu H. Xie F. Wang Xiaoliang Xu Yuxiang Wang 202 0 0 13 Dec 2024
Efficient Dynamic Attributed Graph Generation Fan Li Xiaoyang Wang Dawei Cheng Cong Chen Yanzhe Zhang Xuemin Lin 111 4 0 11 Dec 2024
SGPT: Few-Shot Prompt Tuning for Signed Graphs Zian Zhai Sima Qing Xiaoyang Wang Wenjie Zhang 154 0 0 11 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 141 0 0 02 Dec 2024
A Versatile Influence Function for Data Attribution with Non-Decomposable Loss Junwei Deng Weijing Tang Jiaqi W. Ma TDI 237 0 0 02 Dec 2024
Revisiting Self-Supervised Heterogeneous Graph Learning from Spectral Clustering Perspective Yujie Mo Zhihe Lu Runpeng Yu Xiaofeng Zhu Xinchao Wang 201 7 0 01 Dec 2024
Attribute-Enhanced Similarity Ranking for Sparse Link Prediction João Mattos Zexi Huang Mert Kosan Ambuj Singh A. Silva 211 1 0 29 Nov 2024