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Graph Attention Networks
v1v2v3 (latest)

Graph Attention Networks

30 October 2017
Petar Velickovic
Guillem Cucurull
Arantxa Casanova
Adriana Romero
Pietro Lio
Yoshua Bengio
    GNN
ArXiv (abs)PDFHTML

Papers citing "Graph Attention Networks"

50 / 6,901 papers shown
Title
PatchMixer: Rethinking network design to boost generalization for 3D
  point cloud understanding
PatchMixer: Rethinking network design to boost generalization for 3D point cloud understanding
Davide Boscaini
Fabio Poiesi
3DPC3DV
57
7
0
28 Jul 2023
Co-attention Graph Pooling for Efficient Pairwise Graph Interaction
  Learning
Co-attention Graph Pooling for Efficient Pairwise Graph Interaction Learning
Junhyun Lee
Bumsoo Kim
Minji Jeon
Jaewoo Kang
GNN
61
1
0
28 Jul 2023
BOURNE: Bootstrapped Self-supervised Learning Framework for Unified
  Graph Anomaly Detection
BOURNE: Bootstrapped Self-supervised Learning Framework for Unified Graph Anomaly Detection
Jie Liu
Mengting He
Xuequn Shang
Jieming Shi
Tengjiao Wang
Hongzhi Yin
65
12
0
28 Jul 2023
Multiscale Dynamic Graph Representation for Biometric Recognition with
  Occlusions
Multiscale Dynamic Graph Representation for Biometric Recognition with Occlusions
Min Ren
Yunlong Wang
Yuhao Zhu
Kunbo Zhang
Zhenan Sun
49
11
0
27 Jul 2023
Hypergraph Isomorphism Computation
Hypergraph Isomorphism Computation
Yifan Feng
Jiashu Han
Shihui Ying
Yue Gao
35
8
0
26 Jul 2023
Learning Snippet-to-Motion Progression for Skeleton-based Human Motion
  Prediction
Learning Snippet-to-Motion Progression for Skeleton-based Human Motion Prediction
Xinshun Wang
Qiongjie Cui
Chong Chen
Shen Zhao
Mengyuan Liu
3DH
63
4
0
26 Jul 2023
Entropy Neural Estimation for Graph Contrastive Learning
Entropy Neural Estimation for Graph Contrastive Learning
Yixuan Ma
Xiaolin Zhang
Peng Zhang
Kun Zhan
SSL
119
15
0
26 Jul 2023
Current Methods for Drug Property Prediction in the Real World
Current Methods for Drug Property Prediction in the Real World
Jacob Green
Cecilia Cabrera Diaz
Maximilian A. H. Jakobs
A. Dimitracopoulos
Mark van der Wilk
Ryan D. Greenhalgh
44
1
0
25 Jul 2023
Node Injection Link Stealing Attack
Node Injection Link Stealing Attack
Oualid Zari
Javier Parra-Arnau
Ayşe Ünsal
Melek Önen
67
2
0
25 Jul 2023
Finding Money Launderers Using Heterogeneous Graph Neural Networks
Finding Money Launderers Using Heterogeneous Graph Neural Networks
F. Johannessen
Martin Jullum
52
7
0
25 Jul 2023
CTAGE: Curvature-Based Topology-Aware Graph Embedding for Learning
  Molecular Representations
CTAGE: Curvature-Based Topology-Aware Graph Embedding for Learning Molecular Representations
Yili Chen
Zhengyu Li
Zheng Wan
Hui Yu
Xian Wei
64
1
0
25 Jul 2023
An Explainable Geometric-Weighted Graph Attention Network for
  Identifying Functional Networks Associated with Gait Impairment
An Explainable Geometric-Weighted Graph Attention Network for Identifying Functional Networks Associated with Gait Impairment
Favour Nerrise
Qingyu Zhao
K. Poston
K. Pohl
Ehsan Adeli
71
5
0
24 Jul 2023
MARIO: Model Agnostic Recipe for Improving OOD Generalization of Graph
  Contrastive Learning
MARIO: Model Agnostic Recipe for Improving OOD Generalization of Graph Contrastive Learning
Yun Zhu
Haizhou Shi
Zhenshuo Zhang
Siliang Tang
132
9
0
24 Jul 2023
Persistent-Transient Duality: A Multi-mechanism Approach for Modeling
  Human-Object Interaction
Persistent-Transient Duality: A Multi-mechanism Approach for Modeling Human-Object Interaction
Hung Tran
Vuong Le
Svetha Venkatesh
T. Tran
61
1
0
24 Jul 2023
Addressing the Impact of Localized Training Data in Graph Neural
  Networks
Addressing the Impact of Localized Training Data in Graph Neural Networks
S. Akansha
78
3
0
24 Jul 2023
Fake News Detection Through Graph-based Neural Networks: A Survey
Fake News Detection Through Graph-based Neural Networks: A Survey
Shuzhi Gong
Richard Sinnott
Jianzhong Qi
Cécile Paris
GNN
92
7
0
24 Jul 2023
DeepGATGO: A Hierarchical Pretraining-Based Graph-Attention Model for
  Automatic Protein Function Prediction
DeepGATGO: A Hierarchical Pretraining-Based Graph-Attention Model for Automatic Protein Function Prediction
Zihao Li
Changkun Jiang
Jianqiang Li
26
7
0
24 Jul 2023
Facial Point Graphs for Amyotrophic Lateral Sclerosis Identification
Facial Point Graphs for Amyotrophic Lateral Sclerosis Identification
N. Gomes
Arissa Yoshida
Mateus Roder
Guilherme C. Oliveira
João Paulo Papa
CVBM
46
3
0
22 Jul 2023
Extracting Molecular Properties from Natural Language with Multimodal
  Contrastive Learning
Extracting Molecular Properties from Natural Language with Multimodal Contrastive Learning
Romain Lacombe
Andrew Gaut
Jeff He
D. Lüdeke
Kateryna Pistunova
45
2
0
22 Jul 2023
Collaborative Graph Neural Networks for Attributed Network Embedding
Collaborative Graph Neural Networks for Attributed Network Embedding
Qiaoyu Tan
Xin Zhang
Xiao Shi Huang
Haojun Chen
Jundong Li
Helen Zhou
146
12
0
22 Jul 2023
MIMONet: Multi-Input Multi-Output On-Device Deep Learning
MIMONet: Multi-Input Multi-Output On-Device Deep Learning
Zexin Li
Xiaoxi He
Yufei Li
Shahab Nikkhoo
Wei Yang
Lothar Thiele
Cong Liu
80
6
0
22 Jul 2023
Multi-representations Space Separation based Graph-level Anomaly-aware
  Detection
Multi-representations Space Separation based Graph-level Anomaly-aware Detection
Fu Lin
Haonan Gong
Mingkang Li
Zitong Wang
Yue Zhang
Xuexiong Luo
50
2
0
22 Jul 2023
Rethinking Mesh Watermark: Towards Highly Robust and Adaptable Deep 3D
  Mesh Watermarking
Rethinking Mesh Watermark: Towards Highly Robust and Adaptable Deep 3D Mesh Watermarking
Xin-Shan Zhu
Guanhui Ye
Xiapu Luo
Xue-Ming Wei
AAML
82
7
0
21 Jul 2023
QDC: Quantum Diffusion Convolution Kernels on Graphs
QDC: Quantum Diffusion Convolution Kernels on Graphs
Thomas Markovich
GNN
60
4
0
20 Jul 2023
Efficient Beam Tree Recursion
Efficient Beam Tree Recursion
Jishnu Ray Chowdhury
Cornelia Caragea
79
3
0
20 Jul 2023
Uncertainty Quantification for Molecular Property Predictions with Graph
  Neural Architecture Search
Uncertainty Quantification for Molecular Property Predictions with Graph Neural Architecture Search
Shengli Jiang
Shiyi Qin
Reid C. Van Lehn
Prasanna Balaprakash
Victor M. Zavala
AI4CE
82
7
0
19 Jul 2023
Towards Reliable Rare Category Analysis on Graphs via Individual
  Calibration
Towards Reliable Rare Category Analysis on Graphs via Individual Calibration
Longfeng Wu
Bowen Lei
Dongkuan Xu
Dawei Zhou
UQCVCML
83
9
0
19 Jul 2023
How Curvature Enhance the Adaptation Power of Framelet GCNs
How Curvature Enhance the Adaptation Power of Framelet GCNs
Dai Shi
Yi Guo
Zhiqi Shao
Junbin Gao
66
14
0
19 Jul 2023
GlobalMapper: Arbitrary-Shaped Urban Layout Generation
GlobalMapper: Arbitrary-Shaped Urban Layout Generation
Liu He
Daniel G. Aliaga
87
17
0
19 Jul 2023
Amazon-M2: A Multilingual Multi-locale Shopping Session Dataset for
  Recommendation and Text Generation
Amazon-M2: A Multilingual Multi-locale Shopping Session Dataset for Recommendation and Text Generation
Wei Jin
Haitao Mao
Zheng Li
Haoming Jiang
Cheng-hsin Luo
...
Suhang Wang
Yizhou Sun
Jiliang Tang
Bing Yin
Xianfeng Tang
AI4TS
114
41
0
19 Jul 2023
Surgical Action Triplet Detection by Mixed Supervised Learning of
  Instrument-Tissue Interactions
Surgical Action Triplet Detection by Mixed Supervised Learning of Instrument-Tissue Interactions
Saurav Sharma
C. Nwoye
Didier Mutter
N. Padoy
74
13
0
18 Jul 2023
EigenTrajectory: Low-Rank Descriptors for Multi-Modal Trajectory
  Forecasting
EigenTrajectory: Low-Rank Descriptors for Multi-Modal Trajectory Forecasting
Inhwan Bae
Jean Oh
Hae-Gon Jeon
87
36
0
18 Jul 2023
Rumor Detection with Diverse Counterfactual Evidence
Rumor Detection with Diverse Counterfactual Evidence
Kaiwei Zhang
Junchi Yu
Haichao Shi
Jian Liang
Xiao-Yu Zhang
41
26
0
18 Jul 2023
Pixel-wise Graph Attention Networks for Person Re-identification
Pixel-wise Graph Attention Networks for Person Re-identification
Wenyu Zhang
Qing Ding
Jian Hu
Yi Ma
Mingzhe Lu
GNN
65
11
0
18 Jul 2023
Learning Adaptive Neighborhoods for Graph Neural Networks
Learning Adaptive Neighborhoods for Graph Neural Networks
Avishkar Saha
Oscar Alejandro Mendez Maldonado
Chris Russell
Richard Bowden
GNN
135
5
0
18 Jul 2023
AutoAlign: Fully Automatic and Effective Knowledge Graph Alignment
  enabled by Large Language Models
AutoAlign: Fully Automatic and Effective Knowledge Graph Alignment enabled by Large Language Models
Rui Zhang
Yixin Su
Bayu Distiawan Trisedya
Xiaoyan Zhao
Min Yang
Hong Cheng
Jianzhong Qi
80
21
0
18 Jul 2023
Examining the Effects of Degree Distribution and Homophily in Graph
  Learning Models
Examining the Effects of Degree Distribution and Homophily in Graph Learning Models
Mustafa Yasir
John Palowitch
Anton Tsitsulin
Long Tran-Thanh
Bryan Perozzi
56
6
0
17 Jul 2023
Autoregressive Diffusion Model for Graph Generation
Autoregressive Diffusion Model for Graph Generation
Lingkai Kong
Jiaming Cui
Haotian Sun
Yuchen Zhuang
B. Prakash
Chao Zhang
DiffM
72
70
0
17 Jul 2023
SkeletonMAE: Graph-based Masked Autoencoder for Skeleton Sequence
  Pre-training
SkeletonMAE: Graph-based Masked Autoencoder for Skeleton Sequence Pre-training
Hongfei Yan
Yang Liu
Yushen Wei
Zerui Li
Guanbin Li
Liang Lin
84
43
0
17 Jul 2023
From random-walks to graph-sprints: a low-latency node embedding
  framework on continuous-time dynamic graphs
From random-walks to graph-sprints: a low-latency node embedding framework on continuous-time dynamic graphs
Ahmad Naser Eddin
Jacopo Bono
David Oliveira Aparício
Hugo Ferreira
João Tiago Ascensão
Pedro Ribeiro
P. Bizarro
69
2
0
17 Jul 2023
Long-range Meta-path Search on Large-scale Heterogeneous Graphs
Long-range Meta-path Search on Large-scale Heterogeneous Graphs
Chao Li
Zijie Guo
Qiuting He
Hao Xu
Kun He
115
3
0
17 Jul 2023
Correlation-aware Spatial-Temporal Graph Learning for Multivariate
  Time-series Anomaly Detection
Correlation-aware Spatial-Temporal Graph Learning for Multivariate Time-series Anomaly Detection
Yu Zheng
Huan Yee Koh
Ming Jin
Lianhua Chi
Khoa T. Phan
Shirui Pan
Yi-Ping Phoebe Chen
Wei Xiang
AI4TS
101
30
0
17 Jul 2023
Where Did the President Visit Last Week? Detecting Celebrity Trips from
  News Articles
Where Did the President Visit Last Week? Detecting Celebrity Trips from News Articles
Kai Peng
Ying Zhang
Shuai Ling
Zhaoru Ke
Haipeng Zhang
GNN
61
1
0
17 Jul 2023
A Look into Causal Effects under Entangled Treatment in Graphs:
  Investigating the Impact of Contact on MRSA Infection
A Look into Causal Effects under Entangled Treatment in Graphs: Investigating the Impact of Contact on MRSA Infection
Jing Ma
Chen Chen
A. Vullikanti
Ritwick Mishra
Gregory R. Madden
Daniel Borrajo
Jundong Li
CML
79
4
0
17 Jul 2023
Efficient Prediction of Peptide Self-assembly through Sequential and
  Graphical Encoding
Efficient Prediction of Peptide Self-assembly through Sequential and Graphical Encoding
Zihan Liu
Jiaqi Wang
Yun Luo
Shuang Zhao
Wenbin Li
Stan Z. Li
AI4TS3DVGNN
37
12
0
17 Jul 2023
INFLECT-DGNN: Influencer Prediction with Dynamic Graph Neural Networks
INFLECT-DGNN: Influencer Prediction with Dynamic Graph Neural Networks
Elena Tiukhova
Emiliano Penaloza
María Óskarsdóttir
Bart Baesens
M. Snoeck
Cristián Bravo
76
2
0
16 Jul 2023
Neural Architecture Retrieval
Neural Architecture Retrieval
Xiaohuan Pei
Yanxi Li
Minjing Dong
Chang Xu
55
0
0
16 Jul 2023
RegExplainer: Generating Explanations for Graph Neural Networks in
  Regression Task
RegExplainer: Generating Explanations for Graph Neural Networks in Regression Task
Jiaxing Zhang
Zhuomin Chen
Hao Mei
Dongsheng Luo
Hua Wei
119
8
0
15 Jul 2023
MixupExplainer: Generalizing Explanations for Graph Neural Networks with
  Data Augmentation
MixupExplainer: Generalizing Explanations for Graph Neural Networks with Data Augmentation
Jiaxing Zhang
Dongsheng Luo
Huazhou Wei
71
22
0
15 Jul 2023
Graph Automorphism Group Equivariant Neural Networks
Graph Automorphism Group Equivariant Neural Networks
Edward Pearce-Crump
William J. Knottenbelt
89
1
0
15 Jul 2023
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