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Graph Attention Networks

Graph Attention Networks

30 October 2017
Petar Velickovic
Guillem Cucurull
Arantxa Casanova
Adriana Romero
Pietro Lió
Yoshua Bengio
    GNN
ArXivPDFHTML

Papers citing "Graph Attention Networks"

50 / 2,533 papers shown
Title
VisDiff: SDF-Guided Polygon Generation for Visibility Reconstruction and Recognition
VisDiff: SDF-Guided Polygon Generation for Visibility Reconstruction and Recognition
Rahul Moorthy
Volkan Isler
23
0
0
07 Oct 2024
Efficient Large-Scale Urban Parking Prediction: Graph Coarsening Based on Real-Time Parking Service Capability
Efficient Large-Scale Urban Parking Prediction: Graph Coarsening Based on Real-Time Parking Service Capability
Yixuan Wang
Zhenwu Chen
Kangshuai Zhang
Yunduan Cui
Lei Peng
Lei Peng
GNN
26
0
0
05 Oct 2024
Mesh-Informed Reduced Order Models for Aneurysm Rupture Risk Prediction
Mesh-Informed Reduced Order Models for Aneurysm Rupture Risk Prediction
Giuseppe Alessio DÍnverno
Saeid Moradizadeh
Sajad Salavatidezfouli
Pasquale Claudio Africa
G. Rozza
AI4CE
38
0
0
04 Oct 2024
GraphRouter: A Graph-based Router for LLM Selections
GraphRouter: A Graph-based Router for LLM Selections
Tao Feng
Yanzhen Shen
Jiaxuan You
82
10
0
04 Oct 2024
GABIC: Graph-based Attention Block for Image Compression
GABIC: Graph-based Attention Block for Image Compression
Gabriele Spadaro
Alberto Presta
Enzo Tartaglione
Jhony H. Giraldo
Marco Grangetto
A. Fiandrotti
24
3
0
03 Oct 2024
MANTRA: The Manifold Triangulations Assemblage
MANTRA: The Manifold Triangulations Assemblage
Rubén Ballester
Ernst Röell
Daniel Bin Schmid
Mathieu Alain
Sergio Escalera
Carles Casacuberta
Bastian Rieck
44
3
0
03 Oct 2024
COOL: Efficient and Reliable Chain-Oriented Objective Logic with Neural Networks Feedback Control for Program Synthesis
COOL: Efficient and Reliable Chain-Oriented Objective Logic with Neural Networks Feedback Control for Program Synthesis
Jipeng Han
39
0
0
02 Oct 2024
Simplifying complex machine learning by linearly separable network
  embedding spaces
Simplifying complex machine learning by linearly separable network embedding spaces
Alexandros Xenos
N. Malod-Dognin
Natasa Przulj
20
0
0
02 Oct 2024
DeepProtein: Deep Learning Library and Benchmark for Protein Sequence Learning
DeepProtein: Deep Learning Library and Benchmark for Protein Sequence Learning
Jiaqing Xie
Yue Zhao
33
0
0
02 Oct 2024
GTransPDM: A Graph-embedded Transformer with Positional Decoupling for Pedestrian Crossing Intention Prediction
GTransPDM: A Graph-embedded Transformer with Positional Decoupling for Pedestrian Crossing Intention Prediction
Chen Xie
Ciyun Lin
Xiaoyu Zheng
Bowen Gong
Dayong Wu
ViT
41
0
0
30 Sep 2024
Positional Encoder Graph Quantile Neural Networks for Geographic Data
Positional Encoder Graph Quantile Neural Networks for Geographic Data
William E. R. de Amorim
Scott A. Sisson
Thaís Rodrigues
David J. Nott
G. S. Rodrigues
25
0
0
27 Sep 2024
Canonical Representation and Force-Based Pretraining of 3D Tactile for Dexterous Visuo-Tactile Policy Learning
Canonical Representation and Force-Based Pretraining of 3D Tactile for Dexterous Visuo-Tactile Policy Learning
Tianhao Wu
Jinzhou Li
Jiyao Zhang
Mingdong Wu
Hao Dong
SSL
31
5
0
26 Sep 2024
MSDet: Receptive Field Enhanced Multiscale Detection for Tiny Pulmonary Nodule
MSDet: Receptive Field Enhanced Multiscale Detection for Tiny Pulmonary Nodule
Guohui Cai
Ying Cai
Zeyu Zhang
Daji Ergu
Yuanzhouhan Cao
...
Zhibin Liao
Binbin Hu
Zhinbin Liao
Yang Zhao
Ying Cai
35
8
0
21 Sep 2024
Autonomous Driving at Unsignalized Intersections: A Review of
  Decision-Making Challenges and Reinforcement Learning-Based Solutions
Autonomous Driving at Unsignalized Intersections: A Review of Decision-Making Challenges and Reinforcement Learning-Based Solutions
Mohammad K. Al-Sharman
Luc Edes
Bert Sun
Vishal Jayakumar
Mohamed A. Daoud
Derek Rayside
W. Melek
29
1
0
20 Sep 2024
Learning to Compare Hardware Designs for High-Level Synthesis
Learning to Compare Hardware Designs for High-Level Synthesis
Yunsheng Bai
Atefeh Sohrabizadeh
Zijian Ding
Rongjian Liang
Weikai Li
Ding Wang
Haoxing Ren
Yizhou Sun
Jason Cong
35
0
0
20 Sep 2024
PieClam: A Universal Graph Autoencoder Based on Overlapping Inclusive
  and Exclusive Communities
PieClam: A Universal Graph Autoencoder Based on Overlapping Inclusive and Exclusive Communities
Daniel Zilberg
Ron Levie
36
0
0
18 Sep 2024
Preventing Representational Rank Collapse in MPNNs by Splitting the
  Computational Graph
Preventing Representational Rank Collapse in MPNNs by Splitting the Computational Graph
Andreas Roth
Franka Bause
Nils M. Kriege
Thomas Liebig
35
3
0
17 Sep 2024
Uncertainty and Prediction Quality Estimation for Semantic Segmentation
  via Graph Neural Networks
Uncertainty and Prediction Quality Estimation for Semantic Segmentation via Graph Neural Networks
Edgar Heinert
Stephan Tilgner
Timo Palm
Matthias Rottmann
UQCV
43
0
0
17 Sep 2024
American Sign Language to Text Translation using Transformer and Seq2Seq
  with LSTM
American Sign Language to Text Translation using Transformer and Seq2Seq with LSTM
Gregorius Guntur Sunardi Putra
Adifa Widyadhani Chanda D’Layla
Dimas Wahono
R. Sarno
Agus Tri Haryono
VLM
SLR
40
0
0
17 Sep 2024
MALADY: Multiclass Active Learning with Auction Dynamics on Graphs
MALADY: Multiclass Active Learning with Auction Dynamics on Graphs
Gokul Bhusal
Kevin Miller
E. Merkurjev
38
0
0
14 Sep 2024
Sub-graph Based Diffusion Model for Link Prediction
Sub-graph Based Diffusion Model for Link Prediction
Hang Li
Wei Jin
Geri Skenderi
Harry Shomer
Wenzhuo Tang
Wenqi Fan
Jiliang Tang
DiffM
30
0
0
13 Sep 2024
DELTA: Dual Consistency Delving with Topological Uncertainty for Active Graph Domain Adaptation
DELTA: Dual Consistency Delving with Topological Uncertainty for Active Graph Domain Adaptation
Pengyun Wang
Yadi Cao
Chris Russell
Yanxin Shen
Junyu Luo
Ming Zhang
Siyu Heng
Xiao Luo
40
1
0
13 Sep 2024
Reinforcement Learning Discovers Efficient Decentralized Graph Path
  Search Strategies
Reinforcement Learning Discovers Efficient Decentralized Graph Path Search Strategies
Alexei Pisacane
Victor-Alexandru Darvariu
Mirco Musolesi
23
0
0
12 Sep 2024
Automated Speaking Assessment of Conversation Tests with Novel
  Graph-based Modeling on Spoken Response Coherence
Automated Speaking Assessment of Conversation Tests with Novel Graph-based Modeling on Spoken Response Coherence
Jiun-Ting Li
Bi-Cheng Yan
Tien-Hong Lo
Yi-Cheng Wang
Yung-Chang Hsu
Berlin Chen
AuLLM
26
1
0
11 Sep 2024
Learning to Model Graph Structural Information on MLPs via Graph
  Structure Self-Contrasting
Learning to Model Graph Structural Information on MLPs via Graph Structure Self-Contrasting
Lirong Wu
Haitao Lin
Guojiang Zhao
Cheng Tan
Stan Z. Li
28
0
0
09 Sep 2024
HyperSMOTE: A Hypergraph-based Oversampling Approach for Imbalanced Node
  Classifications
HyperSMOTE: A Hypergraph-based Oversampling Approach for Imbalanced Node Classifications
Ziming Zhao
Tiehua Zhang
Zijian Yi
Zhishu Shen
26
0
0
09 Sep 2024
GOPT: Generalizable Online 3D Bin Packing via Transformer-based Deep
  Reinforcement Learning
GOPT: Generalizable Online 3D Bin Packing via Transformer-based Deep Reinforcement Learning
Heng Xiong
Changrong Guo
Jian Peng
Kai Ding
Wenjie Chen
Xuchong Qiu
Long Bai
Jianfeng Xu
OffRL
21
4
0
09 Sep 2024
Re-evaluating the Advancements of Heterophilic Graph Learning
Re-evaluating the Advancements of Heterophilic Graph Learning
Sitao Luan
Qincheng Lu
Chenqing Hua
Xihuai Wang
Jiaqi Zhu
X. Chang
57
2
0
09 Sep 2024
Ethereum Fraud Detection via Joint Transaction Language Model and Graph Representation Learning
Ethereum Fraud Detection via Joint Transaction Language Model and Graph Representation Learning
Yifan Jia
Yanbin Wang
Jianguo Sun
Yiwei Liu
Zhang Sheng
Ye Tian
55
2
0
09 Sep 2024
Sequential Classification of Misinformation
Sequential Classification of Misinformation
Daniel Toma
Wasim Huleihel
32
0
0
07 Sep 2024
Generalized Learning of Coefficients in Spectral Graph Convolutional
  Networks
Generalized Learning of Coefficients in Spectral Graph Convolutional Networks
Mustafa Coşkun
A. Grama
Mehmet Koyutürk
37
0
0
07 Sep 2024
MaskMol: Knowledge-guided Molecular Image Pre-Training Framework for
  Activity Cliffs
MaskMol: Knowledge-guided Molecular Image Pre-Training Framework for Activity Cliffs
Zhixiang Cheng
Hongxin Xiang
Pengsen Ma
Li Zeng
Xin Jin
...
Yang Deng
Bosheng Song
Xinxin Feng
Changhui Deng
Xiangxiang Zeng
28
0
0
02 Sep 2024
Curvy: A Parametric Cross-section based Surface Reconstruction
Curvy: A Parametric Cross-section based Surface Reconstruction
Aradhya Neeraj Mathur
Apoorv Khattar
Ojaswa Sharma
21
0
0
01 Sep 2024
Cooperative Path Planning with Asynchronous Multiagent Reinforcement
  Learning
Cooperative Path Planning with Asynchronous Multiagent Reinforcement Learning
Jiaming Yin
Weixiong Rao
Yu Xiao
Keshuang Tang
18
0
0
01 Sep 2024
Reproducibility Study Of Learning Fair Graph Representations Via
  Automated Data Augmentations
Reproducibility Study Of Learning Fair Graph Representations Via Automated Data Augmentations
Thijmen Nijdam
Juell Sprott
Taiki Papandreou-Lazos
Jurgen de Heus
29
0
0
31 Aug 2024
XG-NID: Dual-Modality Network Intrusion Detection using a Heterogeneous Graph Neural Network and Large Language Model
XG-NID: Dual-Modality Network Intrusion Detection using a Heterogeneous Graph Neural Network and Large Language Model
Yasir Ali Farrukh
S. Wali
I. Khan
Nathaniel D. Bastian
145
2
0
27 Aug 2024
Exploring the Potential of Large Language Models for Heterophilic Graphs
Exploring the Potential of Large Language Models for Heterophilic Graphs
Yuxia Wu
Shujie Li
Yuan Fang
Chuan Shi
41
1
0
26 Aug 2024
Cell-ontology guided transcriptome foundation model
Cell-ontology guided transcriptome foundation model
Xinyu Yuan
Zhihao Zhan
Zuobai Zhang
Manqi Zhou
Jianan Zhao
Boyu Han
Yue Li
Jian Tang
47
1
0
22 Aug 2024
CoPRA: Bridging Cross-domain Pretrained Sequence Models with Complex Structures for Protein-RNA Binding Affinity Prediction
CoPRA: Bridging Cross-domain Pretrained Sequence Models with Complex Structures for Protein-RNA Binding Affinity Prediction
Rong Han
Xiaohong Liu
Tong Pan
Jing Xu
Xiaoyu Wang
...
Zhenyu Li
Zixuan Wang
Jiangning Song
Guangyu Wang
Ting Chen
26
0
0
21 Aug 2024
Learning Regularization for Graph Inverse Problems
Learning Regularization for Graph Inverse Problems
Moshe Eliasof
Md Shahriar Rahim Siddiqui
Carola-Bibiane Schönlieb
Eldad Haber
GNN
34
0
0
19 Aug 2024
A Nested Graph Reinforcement Learning-based Decision-making Strategy for
  Eco-platooning
A Nested Graph Reinforcement Learning-based Decision-making Strategy for Eco-platooning
Xin Gao
Xueyuan Li
Hao Liu
Ao Li
Zhaoyang Ma
Zirui Li
39
0
0
14 Aug 2024
Sampling Foundational Transformer: A Theoretical Perspective
Sampling Foundational Transformer: A Theoretical Perspective
Viet Anh Nguyen
Minh Lenhat
Khoa Nguyen
Duong Duc Hieu
Dao Huu Hung
Truong Son-Hy
44
0
0
11 Aug 2024
Deep Generative Models for Subgraph Prediction
Deep Generative Models for Subgraph Prediction
Erfaneh Mahmoudzadeh
Parmis Naddaf
Kiarash Zahirnia
Oliver Schulte
BDL
GNN
30
0
0
07 Aug 2024
SETN: Stock Embedding Enhanced with Textual and Network Information
SETN: Stock Embedding Enhanced with Textual and Network Information
Takehiro Takayanagi
Hiroki Sakaji
Kiyoshi Izumi
AIFin
30
2
0
06 Aug 2024
Heterogeneous graph attention network improves cancer multiomics
  integration
Heterogeneous graph attention network improves cancer multiomics integration
Sina Tabakhi
Charlotte Vandermeulen
Ian Sudbery
Haiping Lu
21
0
0
05 Aug 2024
Invariant Graph Learning Meets Information Bottleneck for Out-of-Distribution Generalization
Invariant Graph Learning Meets Information Bottleneck for Out-of-Distribution Generalization
Wenyu Mao
Jiancan Wu
Haoyang Liu
Yongduo Sui
Xiang Wang
OOD
39
2
0
03 Aug 2024
VecAug: Unveiling Camouflaged Frauds with Cohort Augmentation for
  Enhanced Detection
VecAug: Unveiling Camouflaged Frauds with Cohort Augmentation for Enhanced Detection
Fei Xiao
Shaofeng Cai
Wei Zhang
H. V. Jagadish
Beng Chin Ooi
Meihui Zhang
30
0
0
01 Aug 2024
Aligning Multiple Knowledge Graphs in a Single Pass
Aligning Multiple Knowledge Graphs in a Single Pass
Yaming Yang
Zhe Wang
Ziyu Guan
Wei Zhao
Christian Rupprecht
Xinyan Huang
Jiangtao Cui
Xiaofei He
45
1
0
01 Aug 2024
HGOE: Hybrid External and Internal Graph Outlier Exposure for Graph
  Out-of-Distribution Detection
HGOE: Hybrid External and Internal Graph Outlier Exposure for Graph Out-of-Distribution Detection
Junwei He
Qianqian Xu
Yangbangyan Jiang
Zitai Wang
Yuchen Sun
Qingming Huang
OODD
37
0
0
31 Jul 2024
Harvesting Textual and Structured Data from the HAL Publication Repository
Harvesting Textual and Structured Data from the HAL Publication Repository
Francis Kulumba
Wissam Antoun
Guillaume Vimont
Laurent Romary
34
2
0
30 Jul 2024
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