graph2vec: Learning Distributed Representations of Graphs

17 July 2017

A. Narayanan

Mahinthan Chandramohan

Yang Liu

Papers citing "graph2vec: Learning Distributed Representations of Graphs"

50 / 265 papers shown

Title
Empowering Graph-based Approximate Nearest Neighbor Search with Adaptive Awareness Capabilities Jiancheng Ruan Tingyang Chen Renchi Yang Xiangyu Ke Yunjun Gao 14 0 0 19 Jun 2025
Model-Driven Graph Contrastive Learning Ali Azizpour Nicolas Zilberstein Santiago Segarra 61 0 0 06 Jun 2025
iN2V: Bringing Transductive Node Embeddings to Inductive Graphs N. Lell A. Scherp 101 0 0 05 Jun 2025
CellCLAT: Preserving Topology and Trimming Redundancy in Self-Supervised Cellular Contrastive Learning Bin Qin Qirui Ji Jiangmeng Li Yupeng Wang Xuesong Wu Jianwen Cao Fanjiang Xu 31 0 0 27 May 2025
Network classification through random walks G. Travieso Joao Merenda Odemir M. Bruno 12 0 0 27 May 2025
Self-Reinforced Graph Contrastive Learning Chou-Ying Hsieh Chun-Fu Jang Cheng-En Hsieh Qian-Hui Chen Sy-Yen Kuo 46 0 0 19 May 2025
QAOA Parameter Transferability for Maximum Independent Set using Graph Attention Networks Hanjing Xu Xiaoyuan Liu Alex Pothen Ilya Safro GNN 61 0 0 29 Apr 2025
Balancing Graph Embedding Smoothness in Self-Supervised Learning via Information-Theoretic Decomposition Heesoo Jung Hogun Park 84 2 0 16 Apr 2025
Robust Markov stability for community detection at a scale learned based on the structure Samin Aref Sanchaai Mathiyarasan 62 1 0 15 Apr 2025
Cross-Problem Parameter Transfer in Quantum Approximate Optimization Algorithm: A Machine Learning Approach Kien X. Nguyen Bao Bach Ilya Safro 56 1 0 14 Apr 2025
Network Embedding Exploration Tool (NEExT) Ashkan Dehghan P. Prałat F. Théberge GNN 81 0 0 20 Mar 2025
Analytics Modelling over Multiple Datasets using Vector Embeddings Andreas Loizou Dimitrios Tsoumakos 162 0 0 24 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 137 2 0 14 Feb 2025
Aspects of Artificial Intelligence: Transforming Machine Learning Systems Naturally Xiuzhan Guo 100 0 0 03 Feb 2025
Decoding Musical Evolution Through Network Science Niccolo' Di Marco Edoardo Loru Alessandro Galeazzi Matteo Cinelli Walter Quattrociocchi 45 1 0 13 Jan 2025
METANOIA: A Lifelong Intrusion Detection and Investigation System for Mitigating Concept Drift J. Ying Tiantian Zhu Aohan Zheng Tieming Chen Mingqi Lv Yan Chen 78 0 0 03 Jan 2025
Context-Aware Deep Learning for Multi Modal Depression Detection Genevieve Lam Huang Dongyan Weisi Lin 81 0 0 26 Dec 2024
Training MLPs on Graphs without Supervision Zehong Wang Zheyuan Zhang Chuxu Zhang Yanfang Ye 125 10 0 05 Dec 2024
Uncovering Capabilities of Model Pruning in Graph Contrastive Learning Wu Junran Chen Xueyuan Li Shangzhe 95 1 0 27 Oct 2024
Tensor-Fused Multi-View Graph Contrastive Learning Yujia Wu Junyi Mo Elynn Chen Yuzhou Chen 115 1 0 20 Oct 2024
SpeGCL: Self-supervised Graph Spectrum Contrastive Learning without Positive Samples Yuntao Shou Xiangyong Cao Deyu Meng 96 10 0 14 Oct 2024
Automated Tone Transcription and Clustering with Tone2Vec Yi Yang Yiming Wang ZhiQiang Tang Jiahong Yuan 31 0 0 03 Oct 2024
Whole-Graph Representation Learning For the Classification of Signed Networks Noé Cecillon Vincent Labatut Richard Dufour Nejat Arınık GNN 44 1 0 30 Sep 2024
Visual Concept Networks: A Graph-Based Approach to Detecting Anomalous Data in Deep Neural Networks Debargha Ganguly Debayan Gupta Vipin Chaudhary GNN 55 1 0 26 Sep 2024
Disentangled Generative Graph Representation Learning Xinyue Hu Zhibin Duan Xinyang Liu Yuxin Li Bo Chen Mingyuan Zhou 118 0 0 24 Aug 2024
DG Comics: Semi-Automatically Authoring Graph Comics for Dynamic Graphs Joohee Kim Hyunwook Lee Duc-Minh Nguyen Minjeong Shin Bum Chul Kwon Sungahn Ko Niklas Elmqvist 80 4 0 09 Aug 2024
Random Walk Diffusion for Efficient Large-Scale Graph Generation Tobias Bernecker Ghalia Rehawi Francesco Paolo Casale Janine Knauer-Arloth Annalisa Marsico 80 1 0 08 Aug 2024
IBB Traffic Graph Data: Benchmarking and Road Traffic Prediction Model Eren Olug Kıymet Kaya Resul Tugay Sule Gunduz Oguducu 30 0 0 02 Aug 2024
You shall know a piece by the company it keeps. Chess plays as a data for word2vec models Boris Orekhov 30 0 0 28 Jul 2024
DisenSemi: Semi-supervised Graph Classification via Disentangled Representation Learning Yifan Wang Xiao Luo Chong Chen Xian-Sheng Hua Ming Zhang Wei Ju 83 24 0 19 Jul 2024
TopoGCL: Topological Graph Contrastive Learning Yuzhou Chen José Frías Yulia R. Gel 76 9 0 25 Jun 2024
Algorithm Selection for Optimal Multi-Agent Path Finding via Graph Embedding Carmel Shabalin Omri Kaduri Roni Stern AI4CE 31 0 0 16 Jun 2024
A Survey on Recent Random Walk-based Methods for Embedding Knowledge Graphs Elika Bozorgi Sakher Khalil Alqaiidi Afsaneh Shams H. Arabnia Krzysztof Kochut 62 0 0 11 Jun 2024
HC-GAE: The Hierarchical Cluster-based Graph Auto-Encoder for Graph Representation Learning Zhuo Xu Lu Bai Lixin Cui Ming Li Yue Wang Edwin R. Hancock GNN 55 1 0 23 May 2024
Safety in Graph Machine Learning: Threats and Safeguards Song Wang Yushun Dong Binchi Zhang Zihan Chen Xingbo Fu Yinhan He Cong Shen Chuxu Zhang Nitesh Chawla Wenlin Yao 100 8 0 17 May 2024
Hypergraph-enhanced Dual Semi-supervised Graph Classification Wei Ju Zhengyan Mao Siyu Yi Yifang Qin Yiyang Gu Zhiping Xiao Yifan Wang Xiao Luo Ming Zhang 67 11 0 08 May 2024
Community-Invariant Graph Contrastive Learning Shiyin Tan Dongyuan Li Xue Liu Ying Zhang Manabu Okumura OOD 95 4 0 02 May 2024
Process Mining Embeddings: Learning Vector Representations for Petri Nets J. Colonna Ahmed A. Fares Márcio Duarte Ricardo Sousa AI4TS 55 2 0 26 Apr 2024
SPGNN: Recognizing Salient Subgraph Patterns via Enhanced Graph Convolution and Pooling Zehao Dong Muhan Zhang Yixin Chen 79 0 0 21 Apr 2024
AI Competitions and Benchmarks: Dataset Development Romain Egele Julio C. S. Jacques Junior Jan N. van Rijn Isabelle M Guyon Xavier Baró Albert Clapés Prasanna Balaprakash Sergio Escalera T. Moeslund Jun Wan 76 0 0 15 Apr 2024
Graph data augmentation with Gromow-Wasserstein Barycenters Andrea Ponti 62 0 0 12 Apr 2024
Investigating Similarities Across Decentralized Financial (DeFi) Services Junliang Luo Stefan Kitzler Pietro Saggese 47 0 0 23 Mar 2024
A Survey of Source Code Representations for Machine Learning-Based Cybersecurity Tasks B.K. Casey Joanna C. S. Santos George Perry 93 5 0 15 Mar 2024
Pre-Trained Model Recommendation for Downstream Fine-tuning Jiameng Bai Sai Wu Mingli Song Junbo Zhao Gang Chen 117 2 0 11 Mar 2024
Control-based Graph Embeddings with Data Augmentation for Contrastive Learning O. Ahmad Anwar Said Mudassir Shabbir W. Abbas X. Koutsoukos 24 1 0 07 Mar 2024
Multi-Scale Subgraph Contrastive Learning Yanbei Liu Yu Zhao Xiao Wang Lei Geng Zhitao Xiao 53 13 0 05 Mar 2024
An Interpretable Ensemble of Graph and Language Models for Improving Search Relevance in E-Commerce Nurendra Choudhary E-Wen Huang Karthik Subbian Chandan K. Reddy 45 3 0 01 Mar 2024
Always be Pre-Training: Representation Learning for Network Intrusion Detection with GNNs Zhengyao Gu Diego Troy Lopez Lilas Alrahis Ozgur Sinanoglu AI4CE 85 6 0 29 Feb 2024
Graph Inference Acceleration by Learning MLPs on Graphs without Supervision Zehong Wang Zheyuan Zhang Chuxu Zhang Yanfang Ye 69 10 0 14 Feb 2024
Rethinking Graph Masked Autoencoders through Alignment and Uniformity Liang Wang Xiang Tao Qiang Liu Shu Wu Liang Wang 90 18 0 11 Feb 2024