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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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ContextGNN: Beyond Two-Tower Recommendation SystemsInternational Conference on Learning Representations (ICLR), 2025 Yiwen Yuan Zecheng Zhang Xinwei He Akihiro Nitta Weihua Hu ... Blaž Stojanovič Alan Krumholz J. E. Lenssen J. Leskovec Matthias Fey 156 12 0 29 Nov 2024
Best of Both Worlds: Advantages of Hybrid Graph Sequence Models Ali Behrouz Ali Parviz Mahdi Karami Clayton Sanford Bryan Perozzi Vahab Mirrokni 204 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 155 1 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 139 12 0 23 Nov 2024
Scalable Deep Metric Learning on Attributed Graphs Xiang Li G. Agrawal R. Jin R. Ramnath 243 0 0 20 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 216 2 0 15 Nov 2024
Variational Graph Contrastive Learning Shifeng Xie Jhony H. Giraldo 120 1 0 11 Nov 2024
Enhancing Financial Fraud Detection with Human-in-the-Loop Feedback and Feedback Propagation Prashank Kadam 114 3 0 07 Nov 2024
Financial Fraud Detection using Jump-Attentive Graph Neural Networks Prashank Kadam GNN 67 1 0 07 Nov 2024
Assessing and Enhancing Graph Neural Networks for Combinatorial Optimization: Novel Approaches and Application in Maximum Independent Set Problems Chenchuhui Hu 101 1 0 06 Nov 2024
JPEC: A Novel Graph Neural Network for Competitor Retrieval in Financial Knowledge Graphs Wanying Ding Manoj Cherukumalli Santosh Chikoti Vinay K. Chaudhri 49 1 0 05 Nov 2024
PageRank Bandits for Link Prediction Yikun Ban Jiaru Zou Zihao Li Yunzhe Qi Dongqi Fu Jian Kang Hanghang Tong Jingrui He 192 11 0 03 Nov 2024
Negative-Free Self-Supervised Gaussian Embedding of Graphs Yunhui Liu Tieke He Tao Zheng Jianhua Zhao SSL 144 3 0 02 Nov 2024
Node Regression on Latent Position Random Graphs via Local Averaging Martin Gjorgjevski Nicolas Keriven Simon Barthelmé Yohann De Castro 70 1 0 29 Oct 2024
Long-context Protein Language Modeling Using Bidirectional Mamba with Shared Projection Layers Yingheng Wang Zichen Wang Gil Sadeh Luca Zancato Alessandro Achille George Karypis Huzefa Rangwala 70 1 0 29 Oct 2024
Disentangled and Self-Explainable Node Representation Learning Simone Piaggesi Andre' Panisson Megha Khosla 154 0 0 28 Oct 2024
Detecting Malicious Accounts in Web3 through Transaction Graph Wenkai Li Zhijie Liu Xiaoqi Li Sen Nie GNN 87 31 0 28 Oct 2024
DHPrep: Deep Hawkes Process based Dynamic Network Representation Ruixuan Han Hongxiang Li Bin Xie 79 1 0 27 Oct 2024
Just Propagate: Unifying Matrix Factorization, Network Embedding, and LightGCN for Link Prediction Haoxin Liu 38 0 0 26 Oct 2024
Convergence Guarantees for the DeepWalk Embedding on Block Models Christopher Harker Aditya Bhaskara 89 0 0 26 Oct 2024
Perturbation-based Graph Active Learning for Weakly-Supervised Belief Representation Learning Dachun Sun Ruijie Wang Jinning Li Ruipeng Han Xinyi Liu You Lyu Tarek Abdelzaher 95 0 0 24 Oct 2024
Gene-Metabolite Association Prediction with Interactive Knowledge Transfer Enhanced Graph for Metabolite Production Kexuan Xin Q. Wang Junyu Chen Pengfei Yu Huimin Zhao Heng Ji 116 0 0 24 Oct 2024
Focus Where It Matters: Graph Selective State Focused Attention Networks Shikhar Vashistha Neetesh Kumar 88 0 0 21 Oct 2024
Adversarial Training: A Survey Mengnan Zhao Lihe Zhang Jingwen Ye Huchuan Lu Baocai Yin Xinchao Wang AAML 140 5 0 19 Oct 2024
Federated Temporal Graph Clustering Yang Liu Zhenhong Zhou Xianghong Xu Yue Liu FedML 224 0 0 16 Oct 2024
SpeGCL: Self-supervised Graph Spectrum Contrastive Learning without Positive Samples Yuntao Shou Xiangyong Cao Deyu Meng 148 14 0 14 Oct 2024
Scalable Weibull Graph Attention Autoencoder for Modeling Document Networks Changbo Wang Xinyang Liu Dongsheng Wang Hao Zhang Bo Chen Mingyuan Zhou BDL 109 0 0 13 Oct 2024
Text Classification using Graph Convolutional Networks: A Comprehensive Survey Syed Mustafa Haider Rizvi Ramsha Imran Arif Mahmood GNN OOD FaML 94 3 0 12 Oct 2024
When Graph meets Multimodal: Benchmarking and Meditating on Multimodal Attributed Graphs Learning Hao Yan Xuefei Liu Zhigang Yu Jun Yin Ruochen Liu Peiyan Zhang Weihao Han Mingzheng Li Zhengxin Zeng 97 2 0 11 Oct 2024
Privately Learning from Graphs with Applications in Fine-tuning Large Language Models Haoteng Yin Rongzhe Wei Eli Chien P. Li 136 1 0 10 Oct 2024
InstructG2I: Synthesizing Images from Multimodal Attributed Graphs Bowen Jin Ziqi Pang Bingjun Guo Yu-Xiong Wang Jiaxuan You Jiawei Han DiffM 131 3 0 09 Oct 2024
Enhancing Future Link Prediction in Quantum Computing Semantic Networks through LLM-Initiated Node Features Gilchan Park Paul Baity Byung-Jun Yoon Adolfy Hoisie 143 0 0 05 Oct 2024
TopER: Topological Embeddings in Graph Representation Learning Astrit Tola Funmilola Mary Taiwo Cüneyt Gürcan Akçora Baris Coskunuzer 127 0 0 02 Oct 2024
Simplifying complex machine learning by linearly separable network embedding spaces Alexandros Xenos N. Malod-Dognin Natasa Przulj 91 1 0 02 Oct 2024
Graph-Based Representation Learning of Neuronal Dynamics and Behavior M. Khajehnejad Forough Habibollahi Ahmad Khajehnejad Chris French Brett J. Kagan Adeel Razi 139 0 0 01 Oct 2024
Can Large Language Models Analyze Graphs like Professionals? A Benchmark, Datasets and Models Xin Sky Li Weize Chen Qizhi Chu Haopeng Li Zhaojun Sun ... Yiwei Wei Zhiyuan Liu Chuan Shi Maosong Sun Cheng Yang 169 12 0 29 Sep 2024
Convolutional Signal Propagation: A Simple Scalable Algorithm for Hypergraphs Pavel Procházka Marek Dědič Lukáš Bajer GNN 85 0 0 26 Sep 2024
On Your Mark, Get Set, Predict! Modeling Continuous-Time Dynamics of Cascades for Information Popularity Prediction Xin Jing Yichen Jing Yuhuan Lu Bangchao Deng Sikun Yang Dingqi Yang 53 0 0 25 Sep 2024
FastGL: A GPU-Efficient Framework for Accelerating Sampling-Based GNN Training at Large Scale Zeyu Zhu Peisong Wang Qinghao Hu Gang Li Xiaoyao Liang Jian Cheng GNN 87 3 0 23 Sep 2024
GraphLand: Evaluating Graph Machine Learning Models on Diverse Industrial Data Gleb Bazhenov Oleg Platonov Liudmila Prokhorenkova LMTD 129 6 0 22 Sep 2024
A Generative Framework for Predictive Modeling of Multiple Chronic Conditions Using Graph Variational Autoencoder and Bandit-Optimized Graph Neural Network Julian Carvajal Rico A. Alaeddini Syed Hasib Akhter Faruqui S. Fisher-Hoch J. McCormick 356 0 0 20 Sep 2024
KnowFormer: Revisiting Transformers for Knowledge Graph Reasoning Junnan Liu Qianren Mao Weifeng Jiang Jianxin Li 109 4 0 19 Sep 2024
PropEnc: A Property Encoder for Graph Neural Networks Anwar Said W. Abbas X. Koutsoukos 163 0 0 17 Sep 2024
Multiplex Graph Contrastive Learning with Soft Negatives Zhenhao Zhao Minhong Zhu Chen Wang Sijia Wang Jiqiang Zhang Li Chen Weiran Cai 83 0 0 12 Sep 2024
Enhancing Cross-Market Recommendation System with Graph Isomorphism Networks: A Novel Approach to Personalized User Experience Sumeyye Ozturk Ahmed Burak Ercan Resul Tugay Şule Gündüz Öğüdücü 77 1 0 12 Sep 2024
HyperSMOTE: A Hypergraph-based Oversampling Approach for Imbalanced Node Classifications Ziming Zhao Tiehua Zhang Zijian Yi Zhishu Shen 118 0 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 265 11 0 09 Sep 2024
When Heterophily Meets Heterogeneous Graphs: Latent Graphs Guided Unsupervised Representation Learning Zhixiang Shen Zhao Kang 110 14 0 01 Sep 2024
RGDA-DDI: Residual graph attention network and dual-attention based framework for drug-drug interaction prediction Changjian Zhou Xin Zhang Jiafeng Li Jia Song Wensheng Xiang 77 1 0 27 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 126 15 0 27 Aug 2024