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Graph Attention Networks

30 October 2017

Papers citing "Graph Attention Networks"

50 / 6,901 papers shown

Title
Multi-Dimensional Ability Diagnosis for Machine Learning Algorithms Qi Liu Zhengze Gong Zhenya Huang Chuanren Liu Hengshu Zhu Zhi Li Enhong Chen Hui Xiong 56 1 0 14 Jul 2023
Graph Positional and Structural Encoder Semih Cantürk Renming Liu Olivier Lapointe-Gagné Vincent Létourneau Guy Wolf Dominique Beaini Ladislav Rampášek 83 18 0 14 Jul 2023
MaxCorrMGNN: A Multi-Graph Neural Network Framework for Generalized Multimodal Fusion of Medical Data for Outcome Prediction N. S. D'Souza Hongzhi Wang Andrea Giovannini A. Foncubierta-Rodríguez Kristen L. Beck Orest Boyko Tanveer Syeda-Mahmood 39 4 0 13 Jul 2023
Body Fat Estimation from Surface Meshes using Graph Neural Networks Tamara T. Mueller Si-Ping Zhou Sophie Starck F. Jungmann Alexander Ziller Orhun Aksoy Danylo Movchan R. Braren Georgios Kaissis Daniel Rueckert 3DH 56 3 0 13 Jul 2023
Frameless Graph Knowledge Distillation Dai Shi Zhiqi Shao Yi Guo Junbin Gao 74 4 0 13 Jul 2023
Is Task-Agnostic Explainable AI a Myth? Alicja Chaszczewicz 57 2 0 13 Jul 2023
Going Beyond Local: Global Graph-Enhanced Personalized News Recommendations Boming Yang Dairui Liu Toyotaro Suzumura Ruihai Dong Irene Li 81 31 0 13 Jul 2023
Improved selective background Monte Carlo simulation at Belle II with graph attention networks and weighted events Boyang Yu Nikolai Hartmann Luca Schinnerl T. Kuhr 24 1 0 12 Jul 2023
Differentially Private Decoupled Graph Convolutions for Multigranular Topology Protection Eli Chien Wei-Ning Chen Chao Pan Pan Li Ayfer Özgür O. Milenkovic 111 15 0 12 Jul 2023
The Whole Pathological Slide Classification via Weakly Supervised Learning Qiehe Sun Jiawen Li Jin Xu Junru Cheng Tian Guan Yonghong He 57 0 0 12 Jul 2023
Deep learning for dynamic graphs: models and benchmarks Alessio Gravina D. Bacciu GNN AI4CE 91 15 0 12 Jul 2023
Learning Stochastic Dynamical Systems as an Implicit Regularization with Graph Neural Networks Jinqiu Guo Ting Gao Yufu Lan Peng Zhang Sikun Yang Jinqiao Duan 80 0 0 12 Jul 2023
Machine Learning for Autonomous Vehicle's Trajectory Prediction: A comprehensive survey, Challenges, and Future Research Directions Vibha Bharilya Neetesh Kumar 115 55 0 12 Jul 2023
FIS-ONE: Floor Identification System with One Label for Crowdsourced RF Signals Weipeng Zhuo Kaili Chiu Jierun Chen Ziqi Zhao Shueng-Han Gary Chan Sangtae Ha Chul-Ho Lee 69 5 0 12 Jul 2023
Weisfeiler and Leman Go Measurement Modeling: Probing the Validity of the WL Test Arjun Subramonian Adina Williams Maximilian Nickel Yizhou Sun Levent Sagun 73 0 0 11 Jul 2023
Supervised Attention Using Homophily in Graph Neural Networks Michail Chatzianastasis Giannis Nikolentzos Michalis Vazirgiannis GNN 58 0 0 11 Jul 2023
ResMatch: Residual Attention Learning for Local Feature Matching Yu-Chih Deng Jiayi Ma 3DPC 57 1 0 11 Jul 2023
Transaction Fraud Detection via Spatial-Temporal-Aware Graph Transformer Yue Tian Guanjun Liu AI4TS 22 1 0 11 Jul 2023
Transaction Fraud Detection via an Adaptive Graph Neural Network Yue Tian Guanjun Liu Jiacun Wang Mengchu Zhou 118 2 0 11 Jul 2023
Towards Fair Graph Neural Networks via Graph Counterfactual Zhimeng Guo Jialiang Li Teng Xiao Yao Ma Suhang Wang 144 21 0 10 Jul 2023
Learning to Solve Constraint Satisfaction Problems with Recurrent Transformer Zhun Yang Adam Ishay Joohyung Lee 111 9 0 10 Jul 2023
Multi-modal Graph Learning over UMLS Knowledge Graphs Manuel Burger Gunnar Rätsch Rita Kuznetsova 42 2 0 10 Jul 2023
Source-Aware Embedding Training on Heterogeneous Information Networks Tsai Hor Chan Chi Ho Wong Jiajun Shen Guosheng Yin 49 5 0 10 Jul 2023
Generalizing Graph ODE for Learning Complex System Dynamics across Environments Zijie Huang Yizhou Sun Wei Wang CML OOD AI4CE 64 24 0 10 Jul 2023
Histopathology Whole Slide Image Analysis with Heterogeneous Graph Representation Learning Tsai Hor Chan Fernando Julio Cendra Lan Ma Guosheng Yin Lequan Yu 80 48 0 09 Jul 2023
Graph Neural Networks as an Enabler of Terahertz-based Flow-guided Nanoscale Localization over Highly Erroneous Raw Data Gerard Calvo Bartra Filip Lemic Guillem Pascual S. Abadal Jakob Struye Carmen Delgado Xavier Costa Pérez 11 1 0 09 Jul 2023
Parallel Algorithms Align with Neural Execution Valerie Engelmayer Dobrik Georgiev Petar Velickovic 129 8 0 08 Jul 2023
Inductive Meta-path Learning for Schema-complex Heterogeneous Information Networks Shixuan Liu Changjun Fan Kewei Cheng Yunfei Wang Peng Cui Yizhou Sun Zhong Liu 46 3 0 08 Jul 2023
DE-TGN: Uncertainty-Aware Human Motion Forecasting using Deep Ensembles Kareem A. Eltouny Wansong Liu Sibo Tian Minghui Zheng Xiao Liang 3DH 53 7 0 07 Jul 2023
GEANN: Scalable Graph Augmentations for Multi-Horizon Time Series Forecasting Sitan Yang Malcolm Wolff S. Ramasubramanian Vincent Quenneville-Belair Ronak Metha Michael W. Mahoney AI4TS AI4CE 62 1 0 07 Jul 2023
DyEdgeGAT: Dynamic Edge via Graph Attention for Early Fault Detection in IIoT Systems Meng J. Zhao Olga Fink 78 9 0 07 Jul 2023
Contrastive Graph Pooling for Explainable Classification of Brain Networks Jiaxing Xu Qingtian Bian Xinhang Li Aihu Zhang Yiping Ke Miao Qiao Wei Zhang Wei Khang Jeremy Sim Balázs Gulyás 67 3 0 07 Jul 2023
A Survey on Graph Neural Networks for Time Series: Forecasting, Classification, Imputation, and Anomaly Detection Ming Jin Huan Yee Koh Qingsong Wen Daniele Zambon Cesare Alippi G. I. Webb Irwin King Shirui Pan AI4TS AI4CE 130 174 0 07 Jul 2023
Exploring the Potential of Large Language Models (LLMs) in Learning on Graphs Zhikai Chen Haitao Mao Hang Li Wei Jin Haifang Wen ... Shuaiqiang Wang Dawei Yin Wenqi Fan Hui Liu Jiliang Tang AI4CE 162 288 0 07 Jul 2023
ACDNet: Attention-guided Collaborative Decision Network for Effective Medication Recommendation Jiacong Mi Yizhi Zu Zhuoyuan Wang Jieyue He 50 7 0 06 Jul 2023
Attentive Graph Enhanced Region Representation Learning Weiliang Chen Qian-nan Ren Jinbao Li AI4TS 66 2 0 06 Jul 2023
KoRC: Knowledge oriented Reading Comprehension Benchmark for Deep Text Understanding Zijun Yao Yantao Liu Xin Lv S. Cao Jifan Yu Lei Hou Juanzi Li 88 11 0 06 Jul 2023
CPDG: A Contrastive Pre-Training Method for Dynamic Graph Neural Networks Yuanchen Bei Haonan Xu Sheng Zhou Huixuan Chi Haishuai Wang Mengdi Zhang Zhao Li Jiajun Bu 88 6 0 06 Jul 2023
S3C: Self-Supervised Stochastic Classifiers for Few-Shot Class-Incremental Learning Jaya Kalla Soma Biswas CLL 62 39 0 05 Jul 2023
ChiENN: Embracing Molecular Chirality with Graph Neural Networks Piotr Gaiñski Michał Koziarski Jacek Tabor Marek Śmieja GNN 109 3 0 05 Jul 2023
Robust Graph Structure Learning with the Alignment of Features and Adjacency Matrix Shaogao Lv Gang Wen Shiyu Liu Linsen Wei Ming Li 64 3 0 05 Jul 2023
Muti-scale Graph Neural Network with Signed-attention for Social Bot Detection: A Frequency Perspective S. Shi Kai Qiao Zhengyan Wang J. Yang Baojie Song Jian Chen Binghai Yan 76 3 0 05 Jul 2023
Euclidean Equivariant Models for Generative Graphical Inverse Kinematics Oliver Limoyo Filip Marić Matthew Giamou Petra Alexson Ivan Petrović Jonathan Kelly 42 2 0 04 Jul 2023
GHOST: A Graph Neural Network Accelerator using Silicon Photonics S. Afifi Febin P. Sunny Amin Shafiee Mahdi Nikdast S. Pasricha GNN 92 9 0 04 Jul 2023
Serving Graph Neural Networks With Distributed Fog Servers For Smart IoT Services Liekang Zeng Xu Chen Peng Huang Ke Luo Xiaoxi Zhang Zhi Zhou GNN 68 6 0 04 Jul 2023
HAGNN: Hybrid Aggregation for Heterogeneous Graph Neural Networks Guanghui Zhu Zhen-Wei Zhu Hongyang Chen Chun Yuan Jiaming Ji 74 4 0 04 Jul 2023
Relation-aware graph structure embedding with co-contrastive learning for drug-drug interaction prediction Mengying Jiang Guizhong Liu Biao Zhao Yuanchao Su Weiqiang Jin CML 95 7 0 04 Jul 2023
All in One: Multi-task Prompting for Graph Neural Networks Xiangguo Sun Hongtao Cheng Jia Li Bo Liu Jihong Guan LLMAG AI4CE 127 146 0 04 Jul 2023
Learning Feature Matching via Matchable Keypoint-Assisted Graph Neural Network Zizhuo Li Jiayi Ma 94 4 0 04 Jul 2023
Identification of Causal Relationship between Amyloid-beta Accumulation and Alzheimer's Disease Progression via Counterfactual Inference Haixing Dai Mengxuan Hu Qing Li Lu Zhang Lin Zhao ... Manhua Liu Quanzheng Li Sheng Li Tianming Liu Xiang Li CML OOD 108 2 0 03 Jul 2023