How Attentive are Graph Attention Networks?

30 May 2021

Papers citing "How Attentive are Graph Attention Networks?"

50 / 458 papers shown

Title
Content Augmented Graph Neural Networks Fatemeh Gholamzadeh Nasrabadi AmirHossein Kashani Pegah Zahedi M. H. Chehreghani 18 2 0 21 Nov 2023
Evaluating Neighbor Explainability for Graph Neural Networks Oscar Llorente Rana Fawzy Jared Keown Michal Horemuz Péter Vaderna Sándor Laki Roland Kotroczó Rita Csoma János Márk Szalai-Gindl 14 0 0 14 Nov 2023
SIRE: scale-invariant, rotation-equivariant estimation of artery orientations using graph neural networks Dieuwertje Alblas Julian Suk Christoph Brune K. K. Yeung J. Wolterink MedIm 32 4 0 09 Nov 2023
Mixture of Weak & Strong Experts on Graphs Hanqing Zeng Hanjia Lyu Diyi Hu Yinglong Xia Jiebo Luo 28 3 0 09 Nov 2023
HKTGNN: Hierarchical Knowledge Transferable Graph Neural Network-based Supply Chain Risk Assessment Zhanting Zhou Kejun Bi Yuyanzhen Zhong Chao Tang Dongfen Li Shi Ying Ruijin Wang 29 0 0 07 Nov 2023
GSC: Generalizable Service Coordination Farzad Mohammadi V. Shah-Mansouri GNN 16 1 0 05 Nov 2023
Automated Camera Calibration via Homography Estimation with GNNs Giacomo DÁmicantonio Egor Bondarev Peter H. N. de With 33 7 0 05 Nov 2023
A Metadata-Driven Approach to Understand Graph Neural Networks Tinghong Li Qiaozhu Mei Jiaqi Ma AI4CE 31 5 0 30 Oct 2023
A Scalable Framework for Table of Contents Extraction from Complex ESG Annual Reports Xinyu Wang Lin Gui Yulan He LMTD 29 2 0 27 Oct 2023
Graph-based multimodal multi-lesion DLBCL treatment response prediction from PET images Oriane Thiery M. Rizkallah C. Bailly C. Bodet-Milin Emmanuel Itti R. Casasnovas S. Gouill T. Carlier D. Mateus MedIm AI4CE 16 1 0 25 Oct 2023
Graph Neural Networks with a Distribution of Parametrized Graphs See Hian Lee Feng Ji Kelin Xia Wee Peng Tay 47 0 0 25 Oct 2023
Hierarchical Randomized Smoothing Yan Scholten Jan Schuchardt Aleksandar Bojchevski Stephan Günnemann AAML 38 5 0 24 Oct 2023
Solving the flexible job-shop scheduling problem through an enhanced deep reinforcement learning approach Imanol Echeverria M. Murua Roberto Santana OffRL 19 1 0 24 Oct 2023
Graph-based Trajectory Prediction with Cooperative Information Jan Strohbeck Sebastian Maschke Max Bastian Mertens Michael Buchholz 24 0 0 24 Oct 2023
TacticAI: an AI assistant for football tactics Zhe Wang Petar Velickovic Daniel Hennes Nenad Tomašev Laurel Prince ... Pol Moreno N. Heess Michael Bowling Demis Hassabis K. Tuyls 54 41 0 16 Oct 2023
Context-aware Session-based Recommendation with Graph Neural Networks Zhihui Zhang Jianxiang Yu Xiang Li 21 1 0 14 Oct 2023
Graph Neural Network approaches for single-cell data: A recent overview Konstantinos Lazaros Dimitrios E Koumadorakis Vlamos Aristidis G. Vrahatis AI4CE 27 7 0 14 Oct 2023
Well Begun is Half Done: Generator-agnostic Knowledge Pre-Selection for Knowledge-Grounded Dialogue Lang Qin Yao Zhang Hongru Liang Jun Wang Zhenglu Yang 29 3 0 11 Oct 2023
Are GATs Out of Balance? Nimrah Mustafa Aleksandar Bojchevski R. Burkholz 48 4 0 11 Oct 2023
A novel Network Science Algorithm for Improving Triage of Patients P. H. Guzzi A. D. Filippo Pierangelo Veltri 19 0 0 09 Oct 2023
Tailoring Self-Attention for Graph via Rooted Subtrees Siyuan Huang Yunchong Song Jiayue Zhou Zhouhan Lin 29 8 0 08 Oct 2023
Twin Graph-based Anomaly Detection via Attentive Multi-Modal Learning for Microservice System Jun Huang Yang Yang Hang Yu Jianguo Li Xiao Zheng AI4TS 13 13 0 07 Oct 2023
Dynamic Relation-Attentive Graph Neural Networks for Fraud Detection Heehyeon Kim Jinhyeok Choi Joyce Jiyoung Whang GNN 13 6 0 06 Oct 2023
Learning to Simplify Spatial-Temporal Graphs in Gait Analysis Adrian Cosma I. Radoi 24 1 0 05 Oct 2023
Transformers are efficient hierarchical chemical graph learners Zihan Pengmei Zimu Li Chih-chan Tien Risi Kondor Aaron R Dinner GNN 23 1 0 02 Oct 2023
GraphText: Graph Reasoning in Text Space Jianan Zhao Le Zhuo Yikang Shen Meng Qu Kai Liu Michael M. Bronstein Zhaocheng Zhu Jian Tang 109 71 0 02 Oct 2023
EX-Graph: A Pioneering Dataset Bridging Ethereum and X Qian Wang Zhen Zhang Zemin Liu Shengliang Lu B. Luo Bingsheng He 32 7 0 02 Oct 2023
ASAP: Automated Sequence Planning for Complex Robotic Assembly with Physical Feasibility Yong Zhao Karl D. D. Willis Bassel Al Omari Jieliang Luo Pingchuan Ma ... Joshua Jacob Shinjiro Sueda Hui Li Sachin Chitta Wojciech Matusik 30 17 0 29 Sep 2023
Asynchronous Graph Generator Christopher P. Ley Felipe Tobar AI4TS 43 0 0 29 Sep 2023
An Attentional Recurrent Neural Network for Occlusion-Aware Proactive Anomaly Detection in Field Robot Navigation Jihun Han Tianchen Ji Yoonsang Lee Katherine Driggs-Campbell 22 3 0 28 Sep 2023
Exploiting Edge Features in Graphs with Fused Network Gromov-Wasserstein Distance Junjie Yang Matthieu Labeau Steeven Villa OT 26 1 0 28 Sep 2023
AtomSurf : Surface Representation for Learning on Protein Structures Vincent Mallet Souhaib Attaiki M. Ovsjanikov 42 3 0 28 Sep 2023
Neuromorphic Imaging and Classification with Graph Learning Pei Zhang Chutian Wang Edmund Y. Lam GNN 15 9 0 27 Sep 2023
TouchUp-G: Improving Feature Representation through Graph-Centric Finetuning Jing Zhu Xiang Song V. Ioannidis Danai Koutra Christos Faloutsos 62 13 0 25 Sep 2023
HIGT: Hierarchical Interaction Graph-Transformer for Whole Slide Image Analysis Ziyu Guo Wei-Ye Zhao Shujun Wang Lequan Yu 32 13 0 14 Sep 2023
OTAS: Unsupervised Boundary Detection for Object-Centric Temporal Action Segmentation Yuerong Li Zhengrong Xue Huazhe Xu 19 4 0 12 Sep 2023
Learning the Geodesic Embedding with Graph Neural Networks Bo Pang Zhongtian Zheng Guoping Wang Peng-Shuai Wang GNN 22 7 0 11 Sep 2023
Spatial-Temporal Graph Attention Fuser for Calibration in IoT Air Pollution Monitoring Systems Keivan Faghih Niresi Mengjie Zhao Hugo Bissig Henri Baumann Olga Fink 21 4 0 08 Sep 2023
Structural Concept Learning via Graph Attention for Multi-Level Rearrangement Planning Manav Kulshrestha A. H. Qureshi 3DPC 41 6 0 05 Sep 2023
Generalized Simplicial Attention Neural Networks Claudio Battiloro Lucia Testa Lorenzo Giusti S. Sardellitti P. Lorenzo Sergio Barbarossa 30 18 0 05 Sep 2023
Locally Stationary Graph Processes Abdullah Canbolat Elif Vural 15 1 0 04 Sep 2023
MQENet: A Mesh Quality Evaluation Neural Network Based on Dynamic Graph Attention Hao Zhang Haisheng Li Nan Li Xiaochuan Wang AI4CE 21 2 0 03 Sep 2023
SEPAL: Spatial Gene Expression Prediction from Local Graphs Gabriel Mejía Paula Cárdenas Daniela Ruiz Angela Castillo Pablo Arbelaez 32 11 0 02 Sep 2023
Self-pruning Graph Neural Network for Predicting Inflammatory Disease Activity in Multiple Sclerosis from Brain MR Images Chinmay Prabhakar Hongwei Bran Li Johannes C. Paetzold T. Loehr Chen Niu Mark Muhlau Daniel Rueckert Benedikt Wiestler Bjoern H. Menze MedIm AI4CE 21 5 0 31 Aug 2023
Rank Collapse Causes Over-Smoothing and Over-Correlation in Graph Neural Networks Andreas Roth Thomas Liebig 49 12 0 31 Aug 2023
Learning Structure-from-Motion with Graph Attention Networks Lucas Brynte J. Iglesias Carl Olsson Fredrik Kahl 3DPC 23 8 0 30 Aug 2023
Structural Node Embeddings with Homomorphism Counts Hinrikus Wolf Luca Oeljeklaus Pascal Kuhner Martin Grohe 30 3 0 29 Aug 2023
Collaborative Information Dissemination with Graph-based Multi-Agent Reinforcement Learning Raffaele Galliera K. Venable Matteo Bassani N. Suri 19 1 0 25 Aug 2023
Decoding Natural Images from EEG for Object Recognition Yonghao Song Bingchuan Liu Xiang Li Nanlin Shi Yijun Wang Xiaorong Gao 32 22 0 25 Aug 2023
Will More Expressive Graph Neural Networks do Better on Generative Tasks? Xian-Quan Zou Xiangyu Zhao Pietro Lio' Yiren Zhao 15 2 0 23 Aug 2023