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Graph Attention Networks

30 October 2017

Papers citing "Graph Attention Networks"

50 / 6,901 papers shown

Title
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 134 45 0 16 Oct 2023
MechGPT, a language-based strategy for mechanics and materials modeling that connects knowledge across scales, disciplines and modalities Markus J. Buehler KELM 90 61 0 16 Oct 2023
Equivariant Matrix Function Neural Networks Ilyes Batatia Lars L. Schaaf Huajie Chen Gábor Csányi Christoph Ortner Felix A. Faber 85 6 0 16 Oct 2023
SGOOD: Substructure-enhanced Graph-Level Out-of-Distribution Detection Zhihao Ding Jieming Shi Shiqi Shen Xuequn Shang Jiannong Cao Zhipeng Wang Zhi Gong OODD OOD 101 4 0 16 Oct 2023
From Continuous Dynamics to Graph Neural Networks: Neural Diffusion and Beyond Andi Han Dai Shi Lequan Lin Junbin Gao AI4CE GNN 103 24 0 16 Oct 2023
Node classification in networks via simplicial interactions Eunho Koo Tongseok Lim 82 0 0 16 Oct 2023
Shape-aware Graph Spectral Learning Junjie Xu Enyan Dai Dongsheng Luo Xiang Zhang Suhang Wang 94 3 0 16 Oct 2023
Riemannian Residual Neural Networks Isay Katsman Eric Chen Sidhanth Holalkere Anna Asch Aaron Lou Ser-Nam Lim Christopher De Sa 79 13 0 16 Oct 2023
A Survey of Graph and Attention Based Hyperspectral Image Classification Methods for Remote Sensing Data Aryan Vats Manan Suri 32 2 0 16 Oct 2023
On Statistical Learning of Branch and Bound for Vehicle Routing Optimization Andrew Naguib Waleed A. Yousef Issa Traoré Mohammed Mamun 68 0 0 15 Oct 2023
MAGIC: Detecting Advanced Persistent Threats via Masked Graph Representation Learning Zian Jia Yun Xiong Yuhong Nan Yao Zhang Jinjing Zhao Mi Wen 71 23 0 15 Oct 2023
Model Inversion Attacks on Homogeneous and Heterogeneous Graph Neural Networks Renyang Liu Wei Zhou Jinhong Zhang Xiaoyuan Liu Peiyuan Si Haoran Li AAML 58 0 0 15 Oct 2023
Dynamic Link Prediction for New Nodes in Temporal Graph Networks Xiaobo Zhu Yan Wu Qin-Hu Zhang Zhanheng Chen Ying He AI4CE 75 2 0 15 Oct 2023
Rethinking Relation Classification with Graph Meaning Representations Li Zhou Wenyu Chen DingYi Zeng Hong Qu Daniel Hershcovich AI4CE 51 0 0 15 Oct 2023
SGA: A Graph Augmentation Method for Signed Graph Neural Networks Zeyu Zhang Shuyan Wan Sijie Wang Xianda Zheng Xinrui Zhang Kaiqi Zhao Jiamou Liu Dong Hao 54 1 0 15 Oct 2023
Topology-guided Hypergraph Transformer Network: Unveiling Structural Insights for Improved Representation Khaled Mohammed Saifuddin M. E. Aktas Esra Akbas 54 1 0 14 Oct 2023
Context-aware Session-based Recommendation with Graph Neural Networks Zhihui Zhang Jianxiang Yu Xiang Li 78 1 0 14 Oct 2023
Causality and Independence Enhancement for Biased Node Classification Guoxin Chen Yongqing Wang Fangda Guo Qinglang Guo Jiangli Shao Huawei Shen Xueqi Cheng CML AI4CE OOD 83 14 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 63 10 0 14 Oct 2023
Mirage: Model-Agnostic Graph Distillation for Graph Classification Mridul Gupta S. Manchanda H. Kodamana Sayan Ranu DD 89 16 0 14 Oct 2023
Graph Distillation with Eigenbasis Matching Yang Liu Deyu Bo Chuan Shi DD 138 10 0 13 Oct 2023
Does Graph Distillation See Like Vision Dataset Counterpart? Beining Yang Kai Wang Qingyun Sun Cheng Ji Xingcheng Fu Hao Tang Yang You Jianxin Li DD 71 45 0 13 Oct 2023
Exploring Sparse Spatial Relation in Graph Inference for Text-Based VQA Sheng Zhou Dan Guo Jia Li Xun Yang Ming Wang 88 14 0 13 Oct 2023
CROWN: A Novel Approach to Comprehending Users' Preferences for Accurate Personalized News Recommendation Yunyong Ko Seongeun Ryu Sang-Wook Kim AI4TS 110 0 0 13 Oct 2023
Heterophily-Based Graph Neural Network for Imbalanced Classification Zirui Liang Yuntao Li Tianjin Huang A. Saxena Yulong Pei Mykola Pechenizkiy 100 0 0 12 Oct 2023
LLM-augmented Preference Learning from Natural Language Inwon Kang Sikai Ruan Tyler Ho Jui-Chien Lin Farhad Mohsin Oshani Seneviratne Lirong Xia 60 3 0 12 Oct 2023
Towards Robust Multi-Modal Reasoning via Model Selection Xiangyan Liu Rongxue Li Wei Ji Tao Lin LLMAG LRM 90 6 0 12 Oct 2023
Infinite Width Graph Neural Networks for Node Regression/ Classification Yunus Cobanoglu AI4CE 65 1 0 12 Oct 2023
Multi-Scale Spatial-Temporal Recurrent Networks for Traffic Flow Prediction Haiyang Liu Chunjiang Zhu Detian Zhang Qing Li AI4TS GNN 102 0 0 12 Oct 2023
GRASP: Accelerating Shortest Path Attacks via Graph Attention Zohair Shafi Benjamin A. Miller Ayan Chatterjee Tina Eliassi-Rad R. Caceres 36 1 0 12 Oct 2023
Graph-SCP: Accelerating Set Cover Problems with Graph Neural Networks Zohair Shafi Benjamin A. Miller Tina Eliassi-Rad R. Caceres 62 1 0 12 Oct 2023
Global Minima, Recoverability Thresholds, and Higher-Order Structure in GNNS Drake Brown Trevor Garrity Kaden Parker Jason Oliphant Stone Carson Cole Hanson Zachary Boyd 52 0 0 11 Oct 2023
Differentiable Euler Characteristic Transforms for Shape Classification Ernst Röell Bastian Rieck 99 7 0 11 Oct 2023
Relational Prior Knowledge Graphs for Detection and Instance Segmentation Osman Ülger Yu Wang Ysbrand Galama Sezer Karaoglu Theo Gevers Martin R. Oswald 122 1 0 11 Oct 2023
ADMEOOD: Out-of-Distribution Benchmark for Drug Property Prediction Shuoying Wei Xinlong Wen Lida Zhu Songquan Li Rongbo Zhu OOD 118 1 0 11 Oct 2023
Are GATs Out of Balance? Nimrah Mustafa Aleksandar Bojchevski R. Burkholz 130 5 0 11 Oct 2023
GraphCloak: Safeguarding Task-specific Knowledge within Graph-structured Data from Unauthorized Exploitation Yixin Liu Chenrui Fan Xun Chen Pan Zhou Lichao Sun 100 4 0 11 Oct 2023
Hypergraph Neural Networks through the Lens of Message Passing: A Common Perspective to Homophily and Architecture Design Lev Telyatnikov Maria Sofia Bucarelli Guillermo Bernardez Olga Zaghen Simone Scardapane Pietro Lio 112 11 0 11 Oct 2023
Taking the human out of decomposition-based optimization via artificial intelligence: Part I. Learning when to decompose Ilias Mitrai P. Daoutidis 56 4 0 10 Oct 2023
Flood and Echo Net: Algorithmically Aligned GNNs that Generalize Joël Mathys Florian Grötschla K. Nadimpalli Roger Wattenhofer FedML 84 0 0 10 Oct 2023
FABind: Fast and Accurate Protein-Ligand Binding Qizhi Pei Kaiyuan Gao Lijun Wu Jinhua Zhu Yingce Xia Shufang Xie Tao Qin Kun He Tie-Yan Liu Rui Yan 142 21 0 10 Oct 2023
Enhanced Graph Neural Networks with Ego-Centric Spectral Subgraph Embeddings Augmentation Anwar Said Mudassir Shabbir Hanyu Wang W. Abbas X. Koutsoukos 68 3 0 10 Oct 2023
On the importance of catalyst-adsorbate 3D interactions for relaxed energy predictions Alvaro Carbonero Alexandre Duval Victor Schmidt Santiago Miret Alex Hernandez-Garcia Yoshua Bengio David Rolnick 66 0 0 10 Oct 2023
An Edge-Aware Graph Autoencoder Trained on Scale-Imbalanced Data for Traveling Salesman Problems Shiqing Liu Xueming Yan Yaochu Jin 106 8 0 10 Oct 2023
Adversarial Robustness in Graph Neural Networks: A Hamiltonian Approach Kai Zhao Qiyu Kang Yang Song Rui She Sijie Wang Wee Peng Tay AAML 97 25 0 10 Oct 2023
Controllable Chest X-Ray Report Generation from Longitudinal Representations Francesco Dalla Serra Chaoyang Wang Fani Deligianni Jeffrey Stephen Dalton Alison Q. OÑeil MedIm 111 16 0 09 Oct 2023
GraphLLM: Boosting Graph Reasoning Ability of Large Language Model Ziwei Chai Tianjie Zhang Liang Wu Kaiqiao Han Xiaohai Hu Xuanwen Huang Yang Yang AI4MH LRM 60 68 0 09 Oct 2023
Nonlinear Correct and Smooth for Semi-Supervised Learning Yuanhang Shao Xiuwen Liu 62 1 0 09 Oct 2023
DRIN: Dynamic Relation Interactive Network for Multimodal Entity Linking Shangyu Xing Fei Zhao Zhen Wu Chunhui Li Jianbing Zhang Xinyu Dai 57 9 0 09 Oct 2023
Tailoring Self-Attention for Graph via Rooted Subtrees Siyuan Huang Yunchong Song Jiayue Zhou Zhouhan Lin 81 8 0 08 Oct 2023