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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
Black-Box Attacks against Signed Graph Analysis via Balance Poisoning
Black-Box Attacks against Signed Graph Analysis via Balance Poisoning
Jialong Zhou
Y. Lai
Jian Ren
Kai Zhou
AAML
63
4
0
05 Sep 2023
Graph Self-Contrast Representation Learning
Graph Self-Contrast Representation Learning
Minjie Chen
Yao Cheng
Ye Wang
Xiangci Li
Ming Gao
SSL
84
1
0
05 Sep 2023
S3C: Semi-Supervised VQA Natural Language Explanation via Self-Critical
  Learning
S3C: Semi-Supervised VQA Natural Language Explanation via Self-Critical Learning
Wei Suo
Mengyang Sun
Weisong Liu
Yi-Meng Gao
Peifeng Wang
Yanning Zhang
Qi Wu
LRM
68
7
0
05 Sep 2023
Generalized Simplicial Attention Neural Networks
Generalized Simplicial Attention Neural Networks
Claudio Battiloro
Lucia Testa
Lorenzo Giusti
S. Sardellitti
P. Lorenzo
Sergio Barbarossa
89
22
0
05 Sep 2023
Locally Stationary Graph Processes
Locally Stationary Graph Processes
Abdullah Canbolat
Elif Vural
66
1
0
04 Sep 2023
Layer-wise training for self-supervised learning on graphs
Layer-wise training for self-supervised learning on graphs
Oscar Pina
Verónica Vilaplana
SSLGNN
68
1
0
04 Sep 2023
Effective Illicit Account Detection on Large Cryptocurrency MultiGraphs
Effective Illicit Account Detection on Large Cryptocurrency MultiGraphs
Zhihao Ding
Jieming Shi
Qing Li
Jiannong Cao
52
1
0
04 Sep 2023
A Survey on Service Route and Time Prediction in Instant Delivery:
  Taxonomy, Progress, and Prospects
A Survey on Service Route and Time Prediction in Instant Delivery: Taxonomy, Progress, and Prospects
Haomin Wen
Youfang Lin
Lixia Wu
Xiaowei Mao
Tianyu Cai
...
Guangyin Jin
Yiji Zhao
Roger Zimmermann
Jieping Ye
Huaiyu Wan
AI4TS
111
6
0
03 Sep 2023
MQENet: A Mesh Quality Evaluation Neural Network Based on Dynamic Graph
  Attention
MQENet: A Mesh Quality Evaluation Neural Network Based on Dynamic Graph Attention
Hao Zhang
Haisheng Li
Nan Li
Xiaochuan Wang
AI4CE
90
2
0
03 Sep 2023
SEPAL: Spatial Gene Expression Prediction from Local Graphs
SEPAL: Spatial Gene Expression Prediction from Local Graphs
Gabriel Mejía
Paula Cárdenas
Daniela Ruiz
Angela Castillo
Pablo Arbelaez
65
12
0
02 Sep 2023
Pure Message Passing Can Estimate Common Neighbor for Link Prediction
Pure Message Passing Can Estimate Common Neighbor for Link Prediction
Kaiwen Dong
Zhichun Guo
Nitesh Chawla
109
8
0
02 Sep 2023
Knowledge Graph Embeddings for Multi-Lingual Structured Representations
  of Radiology Reports
Knowledge Graph Embeddings for Multi-Lingual Structured Representations of Radiology Reports
Tom van Sonsbeek
Xiantong Zhen
Marcel Warring
47
0
0
02 Sep 2023
Rethinking the Power of Graph Canonization in Graph Representation
  Learning with Stability
Rethinking the Power of Graph Canonization in Graph Representation Learning with Stability
Zehao Dong
Muhan Zhang
Philip R. O. Payne
Michael Province
C. Cruchaga
Tianyu Zhao
Fuhai Li
Yixin Chen
94
1
0
01 Sep 2023
Geometric Deep Learning: a Temperature Based Analysis of Graph Neural
  Networks
Geometric Deep Learning: a Temperature Based Analysis of Graph Neural Networks
M. Lapenna
F. Faglioni
F. Zanchetta
R. Fioresi
AI4CE
24
0
0
01 Sep 2023
Human trajectory prediction using LSTM with Attention mechanism
Human trajectory prediction using LSTM with Attention mechanism
Amin Manafi Soltan Ahmadi
Samaneh Hosseini Semnani
20
1
0
01 Sep 2023
Irregular Traffic Time Series Forecasting Based on Asynchronous
  Spatio-Temporal Graph Convolutional Network
Irregular Traffic Time Series Forecasting Based on Asynchronous Spatio-Temporal Graph Convolutional Network
Weijia Zhang
Le Zhang
Jindong Han
Hao Liu
Jingbo Zhou
Yu Mei
Hui Xiong
GNNAI4TS
91
12
0
31 Aug 2023
Rank Collapse Causes Over-Smoothing and Over-Correlation in Graph Neural
  Networks
Rank Collapse Causes Over-Smoothing and Over-Correlation in Graph Neural Networks
Andreas Roth
Thomas Liebig
114
14
0
31 Aug 2023
Companion Animal Disease Diagnostics based on Literal-aware Medical
  Knowledge Graph Representation Learning
Companion Animal Disease Diagnostics based on Literal-aware Medical Knowledge Graph Representation Learning
Van Thuy Hoang
Sang Thanh Nguyen
Sangmyeong Lee
Jooho Lee
Luong Vuong Nguyen
O-Joun Lee
75
8
0
31 Aug 2023
Domain-adaptive Message Passing Graph Neural Network
Domain-adaptive Message Passing Graph Neural Network
X. Shen
Shirui Pan
K. Choi
Xiaoping Zhou
95
18
0
31 Aug 2023
Contrastive Representation Learning Based on Multiple Node-centered
  Subgraphs
Contrastive Representation Learning Based on Multiple Node-centered Subgraphs
Dong Li
Wenjun Wang
Minglai Shao
Chen Zhao
SSL
67
3
0
31 Aug 2023
CktGNN: Circuit Graph Neural Network for Electronic Design Automation
CktGNN: Circuit Graph Neural Network for Electronic Design Automation
Zehao Dong
Weidong Cao
Muhan Zhang
Dacheng Tao
Yixin Chen
Xuan Zhang
GNN
83
39
0
31 Aug 2023
BenchTemp: A General Benchmark for Evaluating Temporal Graph Neural
  Networks
BenchTemp: A General Benchmark for Evaluating Temporal Graph Neural Networks
Qian Huang
Jiawei Jiang
Xi Rao
Ce Zhang
Zhichao Han
...
Quanqing Xu
Yang Zhao
Chuang Hu
Shuo Shang
Bo Du
50
8
0
31 Aug 2023
A Survey on Privacy in Graph Neural Networks: Attacks, Preservation, and
  Applications
A Survey on Privacy in Graph Neural Networks: Attacks, Preservation, and Applications
Yi Zhang
Yuying Zhao
Zhaoqing Li
Xueqi Cheng
Yu Wang
Olivera Kotevska
Philip S. Yu
Hanyu Wang
117
13
0
31 Aug 2023
AsyncET: Asynchronous Learning for Knowledge Graph Entity Typing with
  Auxiliary Relations
AsyncET: Asynchronous Learning for Knowledge Graph Entity Typing with Auxiliary Relations
Yun Cheng Wang
Xiou Ge
Bin Wang
C.-C. Jay Kuo
77
2
0
30 Aug 2023
Learning Structure-from-Motion with Graph Attention Networks
Learning Structure-from-Motion with Graph Attention Networks
Lucas Brynte
J. Iglesias
Carl Olsson
Fredrik Kahl
3DPC
48
9
0
30 Aug 2023
MSGNN: Multi-scale Spatio-temporal Graph Neural Network for Epidemic
  Forecasting
MSGNN: Multi-scale Spatio-temporal Graph Neural Network for Epidemic Forecasting
Mingjie Qiu
Zhiyi Tan
Bingkun Bao
66
8
0
30 Aug 2023
Knowledge-grounded Natural Language Recommendation Explanation
Knowledge-grounded Natural Language Recommendation Explanation
Anthony Colas
Jun Araki
Zhengyu Zhou
Bingqing Wang
Z. Feng
73
7
0
30 Aug 2023
Efficient and Explainable Graph Neural Architecture Search via
  Monte-Carlo Tree Search
Efficient and Explainable Graph Neural Architecture Search via Monte-Carlo Tree Search
Yuya Sasaki
86
0
0
30 Aug 2023
Everything Perturbed All at Once: Enabling Differentiable Graph Attacks
Everything Perturbed All at Once: Enabling Differentiable Graph Attacks
Haoran Liu
Bokun Wang
Jianling Wang
Xiangjue Dong
Tianbao Yang
James Caverlee
AAML
103
3
0
29 Aug 2023
Structural Node Embeddings with Homomorphism Counts
Structural Node Embeddings with Homomorphism Counts
Hinrikus Wolf
Luca Oeljeklaus
Pascal Kuhner
Martin Grohe
81
3
0
29 Aug 2023
How Faithful are Self-Explainable GNNs?
How Faithful are Self-Explainable GNNs?
Marc Christiansen
Lea Villadsen
Zhiqiang Zhong
Stefano Teso
Davide Mottin
55
3
0
29 Aug 2023
Graph-based Asynchronous Event Processing for Rapid Object Recognition
Graph-based Asynchronous Event Processing for Rapid Object Recognition
Yijin Li
Han Zhou
Bangbang Yang
Yexin Zhang
Zhaopeng Cui
Hujun Bao
Guofeng Zhang
95
98
0
28 Aug 2023
Meta Attentive Graph Convolutional Recurrent Network for Traffic
  Forecasting
Meta Attentive Graph Convolutional Recurrent Network for Traffic Forecasting
Adnan Zeb
Yongchao Ye
Shiyao Zhang
James Jianqiao Yu
AI4TS
88
0
0
28 Aug 2023
TransGNN: Harnessing the Collaborative Power of Transformers and Graph
  Neural Networks for Recommender Systems
TransGNN: Harnessing the Collaborative Power of Transformers and Graph Neural Networks for Recommender Systems
Peiyan Zhang
Yuchen Yan
Xi Zhang
Chaozhuo Li
Senzhang Wang
Feiran Huang
Sunghun Kim
79
22
0
28 Aug 2023
Detecting Inactive Cyberwarriors from Online Forums
Detecting Inactive Cyberwarriors from Online Forums
Ruei-Yuan Wang
Hung-Hsuan Chen
61
3
0
28 Aug 2023
Class-Imbalanced Graph Learning without Class Rebalancing
Class-Imbalanced Graph Learning without Class Rebalancing
Zhining Liu
Ruizhong Qiu
Zhichen Zeng
Hyunsik Yoo
David Zhou
Zhe Xu
Yada Zhu
Kommy Weldemariam
Jingrui He
Hanghang Tong
AI4CE
84
12
0
27 Aug 2023
Building explainable graph neural network by sparse learning for the
  drug-protein binding prediction
Building explainable graph neural network by sparse learning for the drug-protein binding prediction
Yang Wang
Zanyu Shi
Timothy W. Richardson
Kun Huang
P. Weerawarna
Yijie Wang
27
0
0
27 Aug 2023
Universal Graph Continual Learning
Universal Graph Continual Learning
Thanh Duc Hoang
Do Viet Tung
Duy-Hung Nguyen
Bao-Sinh Nguyen
Huy Hoang Nguyen
Hung Le
CLL
77
4
0
27 Aug 2023
Improving Video Violence Recognition with Human Interaction Learning on
  3D Skeleton Point Clouds
Improving Video Violence Recognition with Human Interaction Learning on 3D Skeleton Point Clouds
Yukun Su
Guosheng Lin
Qingyao Wu
3DH3DPC
51
3
0
26 Aug 2023
A Survey of Imbalanced Learning on Graphs: Problems, Techniques, and
  Future Directions
A Survey of Imbalanced Learning on Graphs: Problems, Techniques, and Future Directions
Zemin Liu
Yuan N. Li
Nan-Fang Chen
Qian Wang
Bryan Hooi
Bin He
FaML
81
15
0
26 Aug 2023
Dysen-VDM: Empowering Dynamics-aware Text-to-Video Diffusion with LLMs
Dysen-VDM: Empowering Dynamics-aware Text-to-Video Diffusion with LLMs
Hao Fei
Shengqiong Wu
Wei Ji
Hanwang Zhang
Tat-Seng Chua
VGenDiffM
89
34
0
26 Aug 2023
i-Align: an interpretable knowledge graph alignment model
i-Align: an interpretable knowledge graph alignment model
Bayu Distiawan Trisedya
Flora D. Salim
Jeffrey Chan
Damiano Spina
Falk Scholer
Mark Sanderson
83
8
0
26 Aug 2023
Party Prediction for Twitter
Party Prediction for Twitter
Kellin Pelrine
Anne Imouza
Zachary Yang
Jacob-Junqi Tian
Sacha Lévy
...
Aarash Feizi
Cécile Amadoro
A. Blais
Jean-François Godbout
Reihaneh Rabbany
59
2
0
25 Aug 2023
Collaborative Information Dissemination with Graph-based Multi-Agent
  Reinforcement Learning
Collaborative Information Dissemination with Graph-based Multi-Agent Reinforcement Learning
Raffaele Galliera
Kristen Brent Venable
Matteo Bassani
N. Suri
55
1
0
25 Aug 2023
Staleness-Alleviated Distributed GNN Training via Online
  Dynamic-Embedding Prediction
Staleness-Alleviated Distributed GNN Training via Online Dynamic-Embedding Prediction
Guangji Bai
Ziyang Yu
Zheng Chai
Yue Cheng
Liang Zhao
GNN
94
3
0
25 Aug 2023
Decoding Natural Images from EEG for Object Recognition
Decoding Natural Images from EEG for Object Recognition
Yonghao Song
Bingchuan Liu
Xiang Li
Nanlin Shi
Yijun Wang
Xiaorong Gao
120
34
0
25 Aug 2023
Out of the Box Thinking: Improving Customer Lifetime Value Modelling via
  Expert Routing and Game Whale Detection
Out of the Box Thinking: Improving Customer Lifetime Value Modelling via Expert Routing and Game Whale Detection
Shi-jing Zhang
Xin Yan
Xuejiao Yang
Binfeng Jia
Shuangyang Wang
76
12
0
24 Aug 2023
Hypergraph Convolutional Networks for Fine-grained ICU Patient
  Similarity Analysis and Risk Prediction
Hypergraph Convolutional Networks for Fine-grained ICU Patient Similarity Analysis and Risk Prediction
Yuxi Liu
Zhenhao Zhang
S. Qin
Flora D. Salim
Antonio Jimeno Yepes
Jun Shen
Jiang Bian
57
2
0
24 Aug 2023
A Survey of Graph Unlearning
A Survey of Graph Unlearning
Anwar Said
Hanyu Wang
Mudassir Shabbir
W. Abbas
X. Koutsoukos
MU
61
9
0
23 Aug 2023
Cached Operator Reordering: A Unified View for Fast GNN Training
Cached Operator Reordering: A Unified View for Fast GNN Training
Julia Bazinska
Andrei Ivanov
Tal Ben-Nun
Nikoli Dryden
Maciej Besta
Siyuan Shen
Torsten Hoefler
GNN
73
3
0
23 Aug 2023
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