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A Comprehensive Survey on Graph Neural Networks
v1v2v3v4 (latest)

A Comprehensive Survey on Graph Neural Networks

3 January 2019
Zonghan Wu
Shirui Pan
Fengwen Chen
Guodong Long
Chengqi Zhang
Philip S. Yu
    FaMLGNNAI4TSAI4CE
ArXiv (abs)PDFHTML

Papers citing "A Comprehensive Survey on Graph Neural Networks"

50 / 3,079 papers shown
Title
Expressive Power of Graph Neural Networks for (Mixed-Integer) Quadratic Programs
Expressive Power of Graph Neural Networks for (Mixed-Integer) Quadratic Programs
Ziang Chen
Xiaohan Chen
Jialin Liu
Xinshang Wang
Wotao Yin
187
7
0
09 Jun 2024
Transfer Entropy in Graph Convolutional Neural Networks
Transfer Entropy in Graph Convolutional Neural NetworksInternational Conference on Information Visualisation (IV), 2024
Adrian Moldovan
A. Cataron
Razvan Andonie
GNN
254
1
0
08 Jun 2024
Enhancing Size Generalization in Graph Neural Networks through
  Disentangled Representation Learning
Enhancing Size Generalization in Graph Neural Networks through Disentangled Representation LearningInternational Conference on Machine Learning (ICML), 2024
Zheng Huang
Qihui Yang
Dawei Zhou
Yujun Yan
AI4CE
287
6
0
07 Jun 2024
Node-wise Filtering in Graph Neural Networks: A Mixture of Experts
  Approach
Node-wise Filtering in Graph Neural Networks: A Mixture of Experts Approach
Haoyu Han
Juanhui Li
Wei Huang
Xianfeng Tang
Hanqing Lu
Chen Luo
Hui Liu
Shucheng Zhou
253
12
0
05 Jun 2024
Efficient User Sequence Learning for Online Services via Compressed
  Graph Neural Networks
Efficient User Sequence Learning for Online Services via Compressed Graph Neural Networks
Yucheng Wu
Liyue Chen
Yu Cheng
Shuai Chen
Jinyu Xu
Leye Wang
GNN
278
0
0
05 Jun 2024
Hyperbolic Benchmarking Unveils Network Topology-Feature Relationship in
  GNN Performance
Hyperbolic Benchmarking Unveils Network Topology-Feature Relationship in GNN Performance
Roya Aliakbarisani
Robert Jankowski
M. Á. Serrano
Marián Boguná
166
0
0
04 Jun 2024
Long Range Propagation on Continuous-Time Dynamic Graphs
Long Range Propagation on Continuous-Time Dynamic Graphs
Alessio Gravina
Giulio Lovisotto
Claudio Gallicchio
Davide Bacciu
Claas Grohnfeldt
AI4TS
129
21
0
04 Jun 2024
GEFL: Extended Filtration Learning for Graph Classification
GEFL: Extended Filtration Learning for Graph Classification
Simon Zhang
Soham Mukherjee
T. Dey
246
13
0
04 Jun 2024
Graph Neural Networks Do Not Always Oversmooth
Graph Neural Networks Do Not Always Oversmooth
Bastian Epping
Alexandre René
M. Helias
Michael T. Schaub
196
9
0
04 Jun 2024
Fast and Scalable Multi-Kernel Encoder Classifier
Fast and Scalable Multi-Kernel Encoder Classifier
Cencheng Shen
162
2
0
04 Jun 2024
Equivariant Machine Learning on Graphs with Nonlinear Spectral Filters
Equivariant Machine Learning on Graphs with Nonlinear Spectral Filters
Ya-Wei Eileen Lin
Ronen Talmon
Ron Levie
227
1
0
03 Jun 2024
A Multi-Graph Convolutional Neural Network Model for Short-Term
  Prediction of Turning Movements at Signalized Intersections
A Multi-Graph Convolutional Neural Network Model for Short-Term Prediction of Turning Movements at Signalized Intersections
Jewel Rana Palit
Osama A Osman
82
0
0
02 Jun 2024
Graph Neural Networks for Brain Graph Learning: A Survey
Graph Neural Networks for Brain Graph Learning: A Survey
Xuexiong Luo
Hongzhi Zhang
Jian Yang
Shan Xue
Amin Beheshti
Quan Z. Sheng
David Mcalpine
Paul F. Sowman
Alexis Giral
Philip S. Yu
AI4CE
143
14
0
01 Jun 2024
Beyond Conventional Parametric Modeling: Data-Driven Framework for
  Estimation and Prediction of Time Activity Curves in Dynamic PET Imaging
Beyond Conventional Parametric Modeling: Data-Driven Framework for Estimation and Prediction of Time Activity Curves in Dynamic PET Imaging
N. Zakariaei
Arman Rahmim
Eldad Haber
MedIm
70
0
0
31 May 2024
Automatic Graph Topology-Aware Transformer
Automatic Graph Topology-Aware Transformer
Chao Wang
Jiaxuan Zhao
Lingling Li
Licheng Jiao
Fang Liu
Shuyuan Yang
ViT
335
3
0
30 May 2024
CiliaGraph: Enabling Expression-enhanced Hyper-Dimensional Computation
  in Ultra-Lightweight and One-Shot Graph Classification on Edge
CiliaGraph: Enabling Expression-enhanced Hyper-Dimensional Computation in Ultra-Lightweight and One-Shot Graph Classification on Edge
Yuxi Han
Jihe Wang
Danghui Wang
201
1
0
29 May 2024
Network Analytics for Anti-Money Laundering -- A Systematic Literature Review and Experimental Evaluation
Network Analytics for Anti-Money Laundering -- A Systematic Literature Review and Experimental Evaluation
Bruno Deprez
Toon Vanderschueren
Bart Baesens
Tim Verdonck
Wouter Verbeke
549
11
0
29 May 2024
A Survey of Latent Factor Models in Recommender Systems
A Survey of Latent Factor Models in Recommender Systems
Hind I. Alshbanat
Hafida Benhidour
Said Kerrache
LRMBDL
231
6
0
28 May 2024
Scorch: A Library for Sparse Deep Learning
Scorch: A Library for Sparse Deep Learning
Bobby Yan
Alexander J. Root
Trevor Gale
David Broman
Fredrik Kjolstad
198
2
0
27 May 2024
ARC: A Generalist Graph Anomaly Detector with In-Context Learning
ARC: A Generalist Graph Anomaly Detector with In-Context Learning
Yixin Liu
Shiyuan Li
Yu Zheng
Qingfeng Chen
Chengqi Zhang
Shirui Pan
185
28
0
27 May 2024
Survey of Graph Neural Network for Internet of Things and NextG Networks
Survey of Graph Neural Network for Internet of Things and NextG Networks
Sabarish Krishna Moorthy
Jithin Jagannath
195
9
0
27 May 2024
Equivariant Denoisers Cannot Copy Graphs: Align Your Graph Diffusion Models
Equivariant Denoisers Cannot Copy Graphs: Align Your Graph Diffusion Models
Najwa Laabid
Severi Rissanen
Markus Heinonen
Arno Solin
Vikas Garg
DiffM
272
1
0
27 May 2024
HeNCler: Node Clustering in Heterophilous Graphs via Learned Asymmetric Similarity
HeNCler: Node Clustering in Heterophilous Graphs via Learned Asymmetric Similarity
Sonny Achten
Zander Op de Beeck
F. Tonin
Volkan Cevher
Johan A. K. Suykens
256
0
0
27 May 2024
SE3Set: Harnessing equivariant hypergraph neural networks for molecular
  representation learning
SE3Set: Harnessing equivariant hypergraph neural networks for molecular representation learning
Hongfei Wu
Lijun Wu
Lingbo Li
Zhirong Liu
Jia Zhang
Guoqing Liu
202
3
0
26 May 2024
FedSheafHN: Personalized Federated Learning on Graph-structured Data
FedSheafHN: Personalized Federated Learning on Graph-structured Data
Wenfei Liang
Yanan Zhao
Rui She
Yiming Li
Wee Peng Tay
FedML
239
2
0
25 May 2024
SATSense: Multi-Satellite Collaborative Framework for Spectrum Sensing
SATSense: Multi-Satellite Collaborative Framework for Spectrum Sensing
Haoxuan Yuan
Zhe Chen
Zheng Lin
Jinbo Peng
Zihan Fang
Yuhang Zhong
Zihang Song
Yue Gao
211
19
0
24 May 2024
Encoder Embedding for General Graph and Node Classification
Encoder Embedding for General Graph and Node Classification
Cencheng Shen
GNN
203
6
0
24 May 2024
Cardinality Estimation on Hyper-relational Knowledge Graphs
Cardinality Estimation on Hyper-relational Knowledge Graphs
Fei Teng
Haoyang Li
Hanmo Liu
Lei Chen
398
3
0
24 May 2024
HC-GAE: The Hierarchical Cluster-based Graph Auto-Encoder for Graph
  Representation Learning
HC-GAE: The Hierarchical Cluster-based Graph Auto-Encoder for Graph Representation LearningNeural Information Processing Systems (NeurIPS), 2024
Zhuo Xu
Lu Bai
Lixin Cui
Ming Li
Yue Wang
Edwin R. Hancock
GNN
116
5
0
23 May 2024
Explaining Graph Neural Networks via Structure-aware Interaction Index
Explaining Graph Neural Networks via Structure-aware Interaction IndexInternational Conference on Machine Learning (ICML), 2024
Ngoc H. Bui
Hieu Trung Nguyen
Viet Anh Nguyen
Rex Ying
FAtt
152
11
0
23 May 2024
Graph Sparsification via Mixture of Graphs
Graph Sparsification via Mixture of GraphsInternational Conference on Learning Representations (ICLR), 2024
Guibin Zhang
Xiangguo Sun
Xinfeng Li
Kun Wang
Tianlong Chen
Shirui Pan
182
15
0
23 May 2024
A Survey on Vision-Language-Action Models for Embodied AI
A Survey on Vision-Language-Action Models for Embodied AI
Yueen Ma
Zixing Song
Yuzheng Zhuang
Jianye Hao
Irwin King
LM&Ro
732
148
0
23 May 2024
Modeling Edge-Specific Node Features through Co-Representation Neural Hypergraph Diffusion
Modeling Edge-Specific Node Features through Co-Representation Neural Hypergraph Diffusion
Yijia Zheng
Marcel Worring
DiffM
235
3
0
23 May 2024
Enhancing lattice kinetic schemes for fluid dynamics with
  Lattice-Equivariant Neural Networks
Enhancing lattice kinetic schemes for fluid dynamics with Lattice-Equivariant Neural Networks
Giulio Ortali
Alessandro Gabbana
Imre Atmodimedjo
Alessandro Corbetta
AI4CE
158
2
0
22 May 2024
Rethinking and Accelerating Graph Condensation: A Training-Free Approach with Class Partition
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
353
17
0
22 May 2024
Utilizing Description Logics for Global Explanations of Heterogeneous
  Graph Neural Networks
Utilizing Description Logics for Global Explanations of Heterogeneous Graph Neural Networks
Dominik Köhler
Stefan Heindorf
288
3
0
21 May 2024
Unleash Graph Neural Networks from Heavy Tuning
Unleash Graph Neural Networks from Heavy Tuning
Lequan Lin
Dai Shi
Andi Han
Zhiyong Wang
Junbin Gao
AI4CE
174
3
0
21 May 2024
Learning Partially Aligned Item Representation for Cross-Domain
  Sequential Recommendation
Learning Partially Aligned Item Representation for Cross-Domain Sequential Recommendation
Mingjia Yin
Hao Wang
Wei Guo
Yong Liu
Zhi Li
Zhengye Zhang
Defu Lian
Enhong Chen
198
9
0
21 May 2024
Refined Graph Encoder Embedding via Self-Training and Latent Community Recovery
Refined Graph Encoder Embedding via Self-Training and Latent Community Recovery
Cencheng Shen
Jonathan Larson
Ha Trinh
Carey E. Priebe
210
4
0
21 May 2024
Towards Graph Contrastive Learning: A Survey and Beyond
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
284
43
0
20 May 2024
Harnessing Collective Structure Knowledge in Data Augmentation for Graph
  Neural Networks
Harnessing Collective Structure Knowledge in Data Augmentation for Graph Neural NetworksNeural Networks (NN), 2024
Rongrong Ma
Guansong Pang
Ling-Hao Chen
AI4CE
194
1
0
17 May 2024
Desk-AId: Humanitarian Aid Desk Assessment with Geospatial AI for
  Predicting Landmine Areas
Desk-AId: Humanitarian Aid Desk Assessment with Geospatial AI for Predicting Landmine Areas
Flavio Cirillo
Gürkan Solmaz
Yi-Hsuan Peng
Christian Bizer
Martin Jebens
119
0
0
15 May 2024
Graph Neural Network based Handwritten Trajectories Recognition
Graph Neural Network based Handwritten Trajectories Recognition
Anuj Sharma
Sukhdeep Singh
S. Ratna
GNN
156
0
0
15 May 2024
Perception-Inspired Graph Convolution for Music Understanding Tasks
Perception-Inspired Graph Convolution for Music Understanding TasksInternational Joint Conference on Artificial Intelligence (IJCAI), 2024
E. Karystinaios
Francesco Foscarin
Gerhard Widmer
104
1
0
15 May 2024
Deep Learning in Earthquake Engineering: A Comprehensive Review
Deep Learning in Earthquake Engineering: A Comprehensive Review
Yazhou Xie
AI4CE
145
7
0
15 May 2024
Learning Coarse-Grained Dynamics on Graph
Learning Coarse-Grained Dynamics on Graph
Yin Yu
J. Harlim
Daning Huang
Yan Li
364
3
0
15 May 2024
Graph neural networks for power grid operational risk assessment under
  evolving grid topology
Graph neural networks for power grid operational risk assessment under evolving grid topology
Yadong Zhang
Pranav M. Karve
Sankaran Mahadevan
101
3
0
12 May 2024
CTRL: Continuous-Time Representation Learning on Temporal Heterogeneous
  Information Network
CTRL: Continuous-Time Representation Learning on Temporal Heterogeneous Information Network
Chenglin Li
Yuanzhen Xie
Chenyun Yu
Lei Cheng
Bo Hu
Zang Li
Di Niu
137
0
0
11 May 2024
GraphRelate3D: Context-Dependent 3D Object Detection with Inter-Object
  Relationship Graphs
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 Knoll
3DPC
145
4
0
10 May 2024
A Survey of Large Language Models for Graphs
A Survey of Large Language Models for Graphs
Xubin Ren
Jiabin Tang
D. Yin
Nitesh Chawla
Chao Huang
211
82
0
10 May 2024
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