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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
SleepNet: Attention-Enhanced Robust Sleep Prediction using Dynamic
  Social Networks
SleepNet: Attention-Enhanced Robust Sleep Prediction using Dynamic Social Networks
Maryam Khalid
E. Klerman
A. McHill
A. Phillips
Akane Sano
MLAU
47
2
0
20 Jan 2024
On The Temporal Domain of Differential Equation Inspired Graph Neural
  Networks
On The Temporal Domain of Differential Equation Inspired Graph Neural Networks
Moshe Eliasof
E. Haber
Eran Treister
Carola-Bibiane Schönlieb
AI4CE
127
4
0
20 Jan 2024
Novel Representation Learning Technique using Graphs for Performance
  Analytics
Novel Representation Learning Technique using Graphs for Performance Analytics
Tarek Ramadan
Ankur Lahiry
Tanzima Z. Islam
GNNAI4TS
24
2
0
19 Jan 2024
MDGNN: Multi-Relational Dynamic Graph Neural Network for Comprehensive
  and Dynamic Stock Investment Prediction
MDGNN: Multi-Relational Dynamic Graph Neural Network for Comprehensive and Dynamic Stock Investment Prediction
Hao Qian
Hongting Zhou
Qian Zhao
Hao Chen
Hongxiang Yao
Jingwei Wang
Ziqi Liu
Fei Yu
Qing Cui
Jun Zhou
AIFin
51
19
0
19 Jan 2024
Enhancing medical vision-language contrastive learning via inter-matching relation modelling
Enhancing medical vision-language contrastive learning via inter-matching relation modelling
Mingjian Li
Mingyuan Meng
M. Fulham
David Dagan Feng
Lei Bi
Jinman Kim
VLM
144
1
0
19 Jan 2024
HGAttack: Transferable Heterogeneous Graph Adversarial Attack
HGAttack: Transferable Heterogeneous Graph Adversarial Attack
He Zhao
Zhiwei Zeng
Yongwei Wang
Deheng Ye
Chunyan Miao
AAML
72
7
0
18 Jan 2024
Infinite-Horizon Graph Filters: Leveraging Power Series to Enhance
  Sparse Information Aggregation
Infinite-Horizon Graph Filters: Leveraging Power Series to Enhance Sparse Information Aggregation
Ruizhe Zhang
Xinke Jiang
Yuchen Fang
Jiayuan Luo
Yongxin Xu
Yichen Zhu
Xu Chu
Junfeng Zhao
Yasha Wang
87
1
0
18 Jan 2024
GNN-LoFI: a Novel Graph Neural Network through Localized Feature-based
  Histogram Intersection
GNN-LoFI: a Novel Graph Neural Network through Localized Feature-based Histogram Intersection
Alessandro Bicciato
Luca Cosmo
G. Minello
Luca Rossi
A. Torsello
62
2
0
17 Jan 2024
Understanding Heterophily for Graph Neural Networks
Understanding Heterophily for Graph Neural Networks
Junfu Wang
Yuanfang Guo
Liang Yang
Yun-an Wang
106
15
0
17 Jan 2024
A novel hybrid time-varying graph neural network for traffic flow
  forecasting
A novel hybrid time-varying graph neural network for traffic flow forecasting
Ben Ao Dai
Bao-Lin Ye
Lingxi Li
AI4TS
49
5
0
17 Jan 2024
Towards Causal Relationship in Indefinite Data: Baseline Model and New
  Datasets
Towards Causal Relationship in Indefinite Data: Baseline Model and New Datasets
Hang Chen
Xinyu Yang
Keqing Du
CML
76
2
0
16 Jan 2024
GD-CAF: Graph Dual-stream Convolutional Attention Fusion for
  Precipitation Nowcasting
GD-CAF: Graph Dual-stream Convolutional Attention Fusion for Precipitation Nowcasting
Lorand Vatamany
S. Mehrkanoon
AI4TS
56
4
0
15 Jan 2024
Explainable Predictive Maintenance: A Survey of Current Methods,
  Challenges and Opportunities
Explainable Predictive Maintenance: A Survey of Current Methods, Challenges and Opportunities
Logan Cummins
Alexander Sommers
Somayeh Bakhtiari Ramezani
Sudip Mittal
Joseph E. Jabour
Maria Seale
Shahram Rahimi
77
23
0
15 Jan 2024
Pedestrian Detection in Low-Light Conditions: A Comprehensive Survey
Pedestrian Detection in Low-Light Conditions: A Comprehensive Survey
Bahareh Ghari
Ali Tourani
A. Shahbahrami
Georgi Gaydadjiev
61
23
0
15 Jan 2024
GACE: Learning Graph-Based Cross-Page Ads Embedding For Click-Through
  Rate Prediction
GACE: Learning Graph-Based Cross-Page Ads Embedding For Click-Through Rate Prediction
Haowen Wang
Yuliang Du
Congyun Jin
Yujiao Li
Yingbo Wang
Tao Sun
Piqi Qin
Cong Fan
GNN
59
0
0
15 Jan 2024
Hierarchical Source-to-Post-Route QoR Prediction in High-Level Synthesis
  with GNNs
Hierarchical Source-to-Post-Route QoR Prediction in High-Level Synthesis with GNNs
Mingzhe Gao
Jieru Zhao
Zhe Lin
Minyi Guo
29
4
0
14 Jan 2024
Graph Language Models
Graph Language Models
Moritz Plenz
Anette Frank
KELMAI4CE
97
7
0
13 Jan 2024
Deep Manifold Transformation for Protein Representation Learning
Deep Manifold Transformation for Protein Representation Learning
Bozhen Hu
Z. Zang
Cheng Tan
Stan Z. Li
109
1
0
12 Jan 2024
Medical Dialogue Generation via Intuitive-then-Analytical Differential
  Diagnosis
Medical Dialogue Generation via Intuitive-then-Analytical Differential Diagnosis
Kaishuai Xu
Wenjun Hou
Yi Cheng
Jian Wang
Wenjie Li
MedIm
53
0
0
12 Jan 2024
Improving Graph Convolutional Networks with Transformer Layer in
  social-based items recommendation
Improving Graph Convolutional Networks with Transformer Layer in social-based items recommendation
T. Hoang
T. Pham
Viet-Cuong Ta
GNN
43
3
0
12 Jan 2024
On the Power of Graph Neural Networks and Feature Augmentation
  Strategies to Classify Social Networks
On the Power of Graph Neural Networks and Feature Augmentation Strategies to Classify Social Networks
Walid Guettala
László Gulyás
79
1
0
11 Jan 2024
Enhancing Personality Recognition in Dialogue by Data Augmentation and
  Heterogeneous Conversational Graph Networks
Enhancing Personality Recognition in Dialogue by Data Augmentation and Heterogeneous Conversational Graph Networks
Yahui Fu
Haiyue Song
Tianyu Zhao
Tatsuya Kawahara
68
1
0
11 Jan 2024
Use of Graph Neural Networks in Aiding Defensive Cyber Operations
Use of Graph Neural Networks in Aiding Defensive Cyber Operations
Shaswata Mitra
Trisha Chakraborty
Subash Neupane
Aritran Piplai
Sudip Mittal
AAML
103
5
0
11 Jan 2024
Graph Q-Learning for Combinatorial Optimization
Graph Q-Learning for Combinatorial Optimization
Victoria M. Dax
Jiachen Li
Kevin Leahy
Mykel J. Kochenderfer
AI4CEGNN
60
2
0
11 Jan 2024
Introducing New Node Prediction in Graph Mining: Predicting All Links
  from Isolated Nodes with Graph Neural Networks
Introducing New Node Prediction in Graph Mining: Predicting All Links from Isolated Nodes with Graph Neural Networks
D. Zanardini
Emilio Serrano
AI4CEGNN
90
1
0
10 Jan 2024
Knowledge-aware Graph Transformer for Pedestrian Trajectory Prediction
Knowledge-aware Graph Transformer for Pedestrian Trajectory Prediction
Yu Liu
Yuexin Zhang
Kunming Li
Yongliang Qiao
Stewart Worrall
Youfu Li
He Kong
45
2
0
10 Jan 2024
A Deep Learning Representation of Spatial Interaction Model for
  Resilient Spatial Planning of Community Business Clusters
A Deep Learning Representation of Spatial Interaction Model for Resilient Spatial Planning of Community Business Clusters
Haiyan Hao
Yan Wang
GNN
40
0
0
09 Jan 2024
GNNShap: Scalable and Accurate GNN Explanation using Shapley Values
GNNShap: Scalable and Accurate GNN Explanation using Shapley Values
Selahattin Akkas
Ariful Azad
FAtt
112
3
0
09 Jan 2024
Masked AutoEncoder for Graph Clustering without Pre-defined Cluster
  Number k
Masked AutoEncoder for Graph Clustering without Pre-defined Cluster Number k
Yuanchi Ma
Hui He
Zhongxiang Lei
ZhenDong Niu
78
1
0
09 Jan 2024
Coupling Graph Neural Networks with Fractional Order Continuous
  Dynamics: A Robustness Study
Coupling Graph Neural Networks with Fractional Order Continuous Dynamics: A Robustness Study
Qiyu Kang
Kai Zhao
Yang Song
Yihang Xie
Yanan Zhao
Sijie Wang
Rui She
Wee Peng Tay
78
7
0
09 Jan 2024
A Primer on Temporal Graph Learning
A Primer on Temporal Graph Learning
Aniq Ur Rahman
J. Coon
AI4CE
67
1
0
08 Jan 2024
InvariantOODG: Learning Invariant Features of Point Clouds for
  Out-of-Distribution Generalization
InvariantOODG: Learning Invariant Features of Point Clouds for Out-of-Distribution Generalization
Zhimin Zhang
Xiang Gao
Wei Hu
OODDOOD3DPC
39
1
0
08 Jan 2024
Unifying Graph Contrastive Learning via Graph Message Augmentation
Unifying Graph Contrastive Learning via Graph Message Augmentation
Ziyan Zhang
Bo Jiang
Jin Tang
Bin Luo
74
1
0
08 Jan 2024
Boosting Column Generation with Graph Neural Networks for Joint Rider Trip Planning and Crew Shift Scheduling
Boosting Column Generation with Graph Neural Networks for Joint Rider Trip Planning and Crew Shift Scheduling
Jiawei Lu
Tinghan Ye
Wenbo Chen
Pascal Van Hentenryck
AI4TS
99
0
0
08 Jan 2024
Few-Shot Causal Representation Learning for Out-of-Distribution
  Generalization on Heterogeneous Graphs
Few-Shot Causal Representation Learning for Out-of-Distribution Generalization on Heterogeneous Graphs
Pengfei Ding
Yan Wang
Guanfeng Liu
Nan Wang
Xiaofang Zhou
OODDOOD
93
4
0
07 Jan 2024
Global-Aware Enhanced Spatial-Temporal Graph Recurrent Networks: A New
  Framework For Traffic Flow Prediction
Global-Aware Enhanced Spatial-Temporal Graph Recurrent Networks: A New Framework For Traffic Flow Prediction
Haiyang Liu
Chunjiang Zhu
Detian Zhang
AI4TS
101
0
0
07 Jan 2024
Accurate and Scalable Estimation of Epistemic Uncertainty for Graph
  Neural Networks
Accurate and Scalable Estimation of Epistemic Uncertainty for Graph Neural Networks
Puja Trivedi
Mark Heimann
Rushil Anirudh
Danai Koutra
Jayaraman J. Thiagarajan
UQCV
107
5
0
07 Jan 2024
PosDiffNet: Positional Neural Diffusion for Point Cloud Registration in
  a Large Field of View with Perturbations
PosDiffNet: Positional Neural Diffusion for Point Cloud Registration in a Large Field of View with Perturbations
Rui She
Sijie Wang
Qiyu Kang
Kai Zhao
Yang Song
Wee Peng Tay
Tianyu Geng
Xingchao Jian
DiffM3DPC
77
2
0
06 Jan 2024
TelTrans: Applying Multi-Type Telecom Data to Transportation Evaluation
  and Prediction via Multifaceted Graph Modeling
TelTrans: Applying Multi-Type Telecom Data to Transportation Evaluation and Prediction via Multifaceted Graph Modeling
ChungYi Lin
Shen-Lung Tung
Hung-Ting Su
Winston H. Hsu
38
3
0
06 Jan 2024
GLISP: A Scalable GNN Learning System by Exploiting Inherent Structural
  Properties of Graphs
GLISP: A Scalable GNN Learning System by Exploiting Inherent Structural Properties of Graphs
Zhongshu Zhu
Bin Jing
Xiaopei Wan
Zhizhen Liu
Lei Liang
Jun Zhou
61
2
0
06 Jan 2024
A Topology-aware Graph Coarsening Framework for Continual Graph Learning
A Topology-aware Graph Coarsening Framework for Continual Graph Learning
Xiaoxue Han
Zhuo Feng
Yue Ning
CLL
118
3
0
05 Jan 2024
Multi-relational Graph Diffusion Neural Network with Parallel Retention
  for Stock Trends Classification
Multi-relational Graph Diffusion Neural Network with Parallel Retention for Stock Trends Classification
Zinuo You
Pengju Zhang
Jin Zheng
John Cartlidge
AIFinDiffM
46
6
0
05 Jan 2024
H2G2-Net: A Hierarchical Heterogeneous Graph Generative Network
  Framework for Discovery of Multi-Modal Physiological Responses
H2G2-Net: A Hierarchical Heterogeneous Graph Generative Network Framework for Discovery of Multi-Modal Physiological Responses
Haidong Gu
Nathan Gaw
Yinan Wang
Chancellor Johnstone
Christine Beauchene
S. Yuditskaya
Hrishikesh Rao
Chun-An Chou
42
1
0
05 Jan 2024
Verifying Relational Explanations: A Probabilistic Approach
Verifying Relational Explanations: A Probabilistic Approach
Abisha Thapa Magar
Anup Shakya
Somdeb Sarkhel
Deepak Venugopal
45
0
0
05 Jan 2024
DHGCN: Dynamic Hop Graph Convolution Network for Self-Supervised Point
  Cloud Learning
DHGCN: Dynamic Hop Graph Convolution Network for Self-Supervised Point Cloud Learning
Jincen Jiang
Lizhi Zhao
Xuequan Lu
Wei Hu
Imran Razzak
Meili Wang
SSL3DPC
80
8
0
05 Jan 2024
A Community Detection and Graph Neural Network Based Link Prediction
  Approach for Scientific Literature
A Community Detection and Graph Neural Network Based Link Prediction Approach for Scientific Literature
Chunjiang Liu
Yikun Han
Haiyun Xu
Shihan Yang
Kaidi Wang
Yongye Su
157
7
0
04 Jan 2024
Graph Neural Networks for Tabular Data Learning: A Survey with Taxonomy
  and Directions
Graph Neural Networks for Tabular Data Learning: A Survey with Taxonomy and Directions
Cheng-Te Li
Yu-Che Tsai
Chih-Yao Chen
Jay Chiehen Liao
LMTDAI4CE
89
9
0
04 Jan 2024
View-based Explanations for Graph Neural Networks
View-based Explanations for Graph Neural Networks
Tingyang Chen
Dazhuo Qiu
Yinghui Wu
Arijit Khan
Xiangyu Ke
Yunjun Gao
94
10
0
04 Jan 2024
DGDNN: Decoupled Graph Diffusion Neural Network for Stock Movement
  Prediction
DGDNN: Decoupled Graph Diffusion Neural Network for Stock Movement Prediction
Zinuo You
Zijian Shi
Hongbo Bo
John Cartlidge
Li Zhang
Yan Ge
AIFinDiffM
55
5
0
03 Jan 2024
VGA: Vision and Graph Fused Attention Network for Rumor Detection
VGA: Vision and Graph Fused Attention Network for Rumor Detection
Lin Bai
Caiyan Jia
Ziying Song
Chaoqun Cui
55
0
0
03 Jan 2024
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