A Comprehensive Survey on Graph Neural Networks

3 January 2019

Philip S. Yu

Papers citing "A Comprehensive Survey on Graph Neural Networks"

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Title
CiliaGraph: Enabling Expression-enhanced Hyper-Dimensional Computation in Ultra-Lightweight and One-Shot Graph Classification on Edge Yuxi Han Jihe Wang Danghui Wang 44 1 0 29 May 2024
Network Analytics for Anti-Money Laundering -- A Systematic Literature Review and Experimental Evaluation Bruno Deprez Toon Vanderschueren Bart Baesens Tim Verdonck Wouter Verbeke 33 4 0 29 May 2024
A Survey of Latent Factor Models in Recommender Systems Hind I. Alshbanat Hafida Benhidour Said Kerrache LRM BDL 35 1 0 28 May 2024
Alignment is Key for Applying Diffusion Models to Retrosynthesis Najwa Laabid Severi Rissanen Markus Heinonen Arno Solin Vikas K. Garg DiffM 31 1 0 27 May 2024
Survey of Graph Neural Network for Internet of Things and NextG Networks Sabarish Krishna Moorthy Jithin Jagannath 27 2 0 27 May 2024
HeNCler: Node Clustering in Heterophilous Graphs through Learned Asymmetric Similarity Sonny Achten F. Tonin V. Cevher Johan A. K. Suykens 45 0 0 27 May 2024
Scorch: A Library for Sparse Deep Learning Bobby Yan Alexander J. Root Trevor Gale David Broman Fredrik Kjolstad 18 0 0 27 May 2024
ARC: A Generalist Graph Anomaly Detector with In-Context Learning Yixin Liu Shiyuan Li Yu Zheng Qingfeng Chen Chengqi Zhang Shirui Pan 35 10 0 27 May 2024
SE3Set: Harnessing equivariant hypergraph neural networks for molecular representation learning Hongfei Wu Lijun Wu Guoqing Liu Zhirong Liu Bin Shao Zun Wang 30 1 0 26 May 2024
FedSheafHN: Personalized Federated Learning on Graph-structured Data Wenfei Liang Yanan Zhao Rui She Yiming Li Wee Peng Tay FedML 38 0 0 25 May 2024
SATSense: Multi-Satellite Collaborative Framework for Spectrum Sensing Haoxuan Yuan Zhe Chen Zheng Lin Jinbo Peng Zihan Fang Yuhang Zhong Zihang Song Yue Gao 21 12 0 24 May 2024
Encoder Embedding for General Graph and Node Classification Cencheng Shen GNN 23 5 0 24 May 2024
Cardinality Estimation on Hyper-relational Knowledge Graphs Fei Teng Haoyang Li Shimin Di Lei Chen 64 3 0 24 May 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 32 1 0 23 May 2024
Explaining Graph Neural Networks via Structure-aware Interaction Index Ngoc H. Bui Hieu Trung Nguyen Viet Anh Nguyen Rex Ying FAtt 35 4 0 23 May 2024
Co-Representation Neural Hypergraph Diffusion for Edge-Dependent Node Classification Yijia Zheng M. Worring DiffM 32 1 0 23 May 2024
Graph Sparsification via Mixture of Graphs Guibin Zhang Xiangguo Sun Yanwei Yue Kun Wang Tianlong Chen Shirui Pan 28 8 0 23 May 2024
A Survey on Vision-Language-Action Models for Embodied AI Yueen Ma Zixing Song Yuzheng Zhuang Jianye Hao Irwin King LM&Ro 67 41 0 23 May 2024
Enhancing lattice kinetic schemes for fluid dynamics with Lattice-Equivariant Neural Networks Giulio Ortali Alessandro Gabbana Imre Atmodimedjo Alessandro Corbetta AI4CE 55 1 0 22 May 2024
Rethinking and Accelerating Graph Condensation: A Training-Free Approach with Class Partition Xin Gao Tong Chen Wentao Zhang Junliang Yu Guanhua Ye Quoc Viet Hung Nguyen 29 7 0 22 May 2024
Utilizing Description Logics for Global Explanations of Heterogeneous Graph Neural Networks Dominik Köhler Stefan Heindorf 26 0 0 21 May 2024
Unleash Graph Neural Networks from Heavy Tuning Lequan Lin Dai Shi Andi Han Zhiyong Wang Junbin Gao AI4CE 27 2 0 21 May 2024
Learning Partially Aligned Item Representation for Cross-Domain Sequential Recommendation Mingjia Yin Hao Wang Wei Guo Yong Liu Zhi Li Sirui Zhao Defu Lian Enhong Chen 41 7 0 21 May 2024
Refined Graph Encoder Embedding via Self-Training and Latent Community Recovery Cencheng Shen Jonathan Larson Ha Trinh Carey E. Priebe 31 2 0 21 May 2024
Towards Graph Contrastive Learning: A Survey and Beyond Wei Ju Yifan Wang Yifang Qin Zhengyan Mao Zhiping Xiao ... Dongjie Wang Qingqing Long Siyu Yi Xiao Luo Ming Zhang 47 12 0 20 May 2024
Harnessing Collective Structure Knowledge in Data Augmentation for Graph Neural Networks Rongrong Ma Guansong Pang Ling-Hao Chen AI4CE 33 0 0 17 May 2024
Desk-AId: Humanitarian Aid Desk Assessment with Geospatial AI for Predicting Landmine Areas Flavio Cirillo Gürkan Solmaz Yi-Hsuan Peng Christian Bizer Martin Jebens 19 0 0 15 May 2024
Graph Neural Network based Handwritten Trajectories Recognition Anuj Sharma Sukhdeep Singh S. Ratna GNN 21 0 0 15 May 2024
Perception-Inspired Graph Convolution for Music Understanding Tasks E. Karystinaios Francesco Foscarin Gerhard Widmer 19 0 0 15 May 2024
Deep Learning in Earthquake Engineering: A Comprehensive Review Yazhou Xie AI4CE 27 4 0 15 May 2024
Learning Coarse-Grained Dynamics on Graph Yin Yu J. Harlim Daning Huang Yan Li 30 1 0 15 May 2024
Graph neural networks for power grid operational risk assessment under evolving grid topology Yadong Zhang Pranav M. Karve Sankaran Mahadevan 21 0 0 12 May 2024
CTRL: Continuous-Time Representation Learning on Temporal Heterogeneous Information Network Chenglin Li Yuanzhen Xie Chenyun Yu Lei Cheng Bo Hu Zang Li Di Niu 30 0 0 11 May 2024
GraphRelate3D: Context-Dependent 3D Object Detection with Inter-Object Relationship Graphs Mingyu Liu Ekim Yurtsever Marc Brede Jun Meng Walter Zimmer Xingcheng Zhou B. L. Žagar Yuning Cui Alois C. Knoll 3DPC 14 2 0 10 May 2024
A Survey of Large Language Models for Graphs Xubin Ren Jiabin Tang Dawei Yin Nitesh V. Chawla Chao Huang 26 30 0 10 May 2024
Heterogeneous Graph Neural Networks with Loss-decrease-aware Curriculum Learning Yili Wang 36 1 0 10 May 2024
PAC-Bayesian Generalization Bounds for Knowledge Graph Representation Learning Jaejun Lee Minsung Hwang J. Whang 26 1 0 10 May 2024
Deploying Graph Neural Networks in Wireless Networks: A Link Stability Viewpoint Jun Li Weiwei Zhang Kang Wei Guangji Chen Long Shi Wen Chen 38 0 0 09 May 2024
Hybrid Quantum Graph Neural Network for Molecular Property Prediction Michael Vitz Hamed Mohammadbagherpoor Samarth Sandeep Andrew Vlasic Richard Padbury Anh Pham AI4CE 16 1 0 08 May 2024
Learning Social Graph for Inactive User Recommendation Nian Liu Shen Fan Ting Bai Peng Wang Mingwei Sun Yanhu Mo Xiaoxiao Xu Hong Liu Chuan Shi 47 0 0 08 May 2024
Predicting Transonic Flowfields in Non-Homogeneous Unstructured Grids Using Autoencoder Graph Convolutional Networks Gabriele Immordino Andrea Vaiuso A. Ronch Marcello Righi AI4CE 19 3 0 07 May 2024
Exploring Correlations of Self-Supervised Tasks for Graphs Taoran Fang Wei Zhou Yifei Sun Kaiqiao Han Lvbin Ma Yang Yang 25 7 0 07 May 2024
Deep Event-based Object Detection in Autonomous Driving: A Survey Bin Zhou Jie Jiang 33 0 0 07 May 2024
Federated Graph Condensation with Information Bottleneck Principles Bo Yan DD FedML 37 4 0 07 May 2024
Generated Contents Enrichment Mahdi Naseri Jiayan Qiu Zhou Wang 29 0 0 06 May 2024
E2GNN: Efficient Graph Neural Network Ensembles for Semi-Supervised Classification Xin Zhang Daochen Zha Qiaoyu Tan 49 0 0 06 May 2024
Convolutional Learning on Directed Acyclic Graphs Samuel Rey Hamed Ajorlou Gonzalo Mateos CML AI4CE GNN 29 3 0 05 May 2024
Generic Multi-modal Representation Learning for Network Traffic Analysis L. Gioacchini Idilio Drago Marco Mellia Zied Ben-Houidi Dario Rossi AI4TS 21 1 0 04 May 2024
Improving Graph Machine Learning Performance Through Feature Augmentation Based on Network Control Theory Anwar Said O. Ahmad W. Abbas Mudassir Shabbir X. Koutsoukos 23 2 0 03 May 2024
The Importance of Model Inspection for Better Understanding Performance Characteristics of Graph Neural Networks N. Shehata Carolina Piçarra Anees Kazi Ben Glocker 24 0 0 02 May 2024