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Graph Attention Networks

30 October 2017

Papers citing "Graph Attention Networks"

50 / 6,899 papers shown

Title
Transforming CCTV cameras into NO $_2$ sensors at city scale for adaptive policymaking Mohamed Ramzy Ibrahim Terry Lyons 191 0 0 03 Jan 2025
Revisiting Graph Neural Networks on Graph-level Tasks: Comprehensive Experiments, Analysis, and Improvements Haoyang Li Yongjun Xu C. Zhang Alexander Zhou Lei Chen Qing Li AI4CE 430 0 0 03 Jan 2025
Graph Triple Attention Network: A Decoupled Perspective Xiaotang Wang Yun Zhu Haizhou Shi Yongchao Liu Chuntao Hong 198 3 0 03 Jan 2025
Iris Recognition for Infants R. Bhuiyan Mateusz Trokielewicz P. Maciejewicz Sherri Bucher A. Czajka 90 1 0 03 Jan 2025
Weakly Supervised Learning on Large Graphs Aditya Prakash GNN 80 0 0 02 Jan 2025
Multi-Head Explainer: A General Framework to Improve Explainability in CNNs and Transformers Bohang Sun Pietro Liò ViT AAML 152 1 0 02 Jan 2025
Symbolic Disentangled Representations for Images Alexandr Korchemnyi A. Kovalev Aleksandr I. Panov OCL 129 0 0 31 Dec 2024
Multi-atlas Ensemble Graph Neural Network Model For Major Depressive Disorder Detection Using Functional MRI Data Nojod M. Alotaibi Areej M. Alhothali Manar S. Ali 98 0 0 31 Dec 2024
Learning from Heterogeneity: A Dynamic Learning Framework for Hypergraphs Tiehua Zhang Yuze Liu Zhishu Shen Xingjun Ma Xin Chen Xiaowei Huang Jun-Jian Yin 138 7 0 31 Dec 2024
Discrete Curvature Graph Information Bottleneck Xingcheng Fu Jian Wang Yisen Gao Qingyun Sun Haonan Yuan Jianxin Li Xianxian Li 71 1 0 31 Dec 2024
Efficient Link Prediction via GNN Layers Induced by Negative Sampling Yuxin Wang Xiannian Hu Quan Gan Xuanjing Huang Xipeng Qiu David Wipf 152 6 0 31 Dec 2024
Causal-aware Graph Neural Architecture Search under Distribution Shifts Peiwen Li Xin Wang Zeyang Zhang Yi Qin Ziwei Zhang Jialong Wang Yang Li Wenwu Zhu CML OOD 147 4 0 31 Dec 2024
On the Probability of Necessity and Sufficiency of Explaining Graph Neural Networks: A Lower Bound Optimization Approach Ruichu Cai Yuxuan Zhu Xuexin Chen Yuan Fang Min-man Wu Jie Qiao Zijian Li 123 8 0 31 Dec 2024
Hypergraph-Based Dynamic Graph Node Classification Xiaoxu Ma Chen Zhao Minglai Shao Yujie Lin 116 0 0 31 Dec 2024
PyG-SSL: A Graph Self-Supervised Learning Toolkit Lecheng Zheng Baoyu Jing Zihao Li Zhichen Zeng Tianxin Wei ... Lihui Liu Dongqi Fu Jiaxuan You Hanghang Tong Jingrui He 93 10 0 31 Dec 2024
NeutronTP: Load-Balanced Distributed Full-Graph GNN Training with Tensor Parallelism Xin Ai Hao Yuan Zeyu Ling Qiange Wang Yanfeng Zhang Zhenbo Fu Chaoyi Chen Yu Gu Ge Yu GNN 156 1 0 29 Dec 2024
Finger in Camera Speaks Everything: Unconstrained Air-Writing for Real-World Meiqi Wu Kaiqi Huang Yuanqiang Cai Shiyu Hu Yuzhong Zhao Weiqiang Wang VGen 74 1 0 27 Dec 2024
Introduction to Graph Neural Networks: A Starting Point for Machine Learning Engineers James H. Tanis Chris Giannella Adrian V. Mariano AI4CE GNN FaML PINN 129 0 0 27 Dec 2024
Context-Aware Deep Learning for Multi Modal Depression Detection Genevieve Lam Huang Dongyan Weisi Lin 81 0 0 26 Dec 2024
HELPNet: Hierarchical Perturbations Consistency and Entropy-guided Ensemble for Scribble Supervised Medical Image Segmentation Xiao Zhang Shaoxuan Wu Peilin Zhang Zhuo Jin Xiaosong Xiong Qirong Bu Jingkun Chen Jun Feng 147 2 0 25 Dec 2024
Semi-supervised Credit Card Fraud Detection via Attribute-Driven Graph Representation Sheng Xiang Mingzhi Zhu Dawei Cheng Enxia Li Ruihui Zhao Yi Ouyang Ling Chen Yefeng Zheng GNN 100 68 0 24 Dec 2024
GIMS: Image Matching System Based on Adaptive Graph Construction and Graph Neural Network Xianfeng Song Yi Zou Zheng Shi Zheng Liu 88 0 0 24 Dec 2024
Extending Graph Condensation to Multi-Label Datasets: A Benchmark Study Liangliang Zhang Haoran Bao Yao Ma DD AI4CE 49 1 0 23 Dec 2024
LASE: Learned Adjacency Spectral Embeddings Sofía Pérez Casulo Marcelo Fiori Federico Larroca Gonzalo Mateos AI4TS GNN 104 0 0 23 Dec 2024
STAHGNet: Modeling Hybrid-grained Heterogenous Dependency Efficiently for Traffic Prediction Jiangming Wang Zehua Peng Yijia Zhang Dengbo He Lei Chen 66 0 0 23 Dec 2024
PointVoxelFormer -- Reviving point cloud networks for 3D medical imaging Mattias Paul Heinrich 3DPC 93 0 0 23 Dec 2024
A Coalition Game for On-demand Multi-modal 3D Automated Delivery System Farzan Moosavi Bilal Farooq 60 0 0 23 Dec 2024
Modality-Aware Shot Relating and Comparing for Video Scene Detection Jiawei Tan Hongxing Wang Kang Dang Jiaxin Li Zhilong Ou 65 0 0 23 Dec 2024
Attack by Yourself: Effective and Unnoticeable Multi-Category Graph Backdoor Attacks with Subgraph Triggers Pool Jiangtong Li Dungy Liu Dawei Cheng Changchun Jiang AAML 83 0 0 23 Dec 2024
Rethinking Cancer Gene Identification through Graph Anomaly Analysis Yilong Zang Lingfei Ren Yongqian Li Zhikang Wang David Selby Zheng Wang Sebastian Vollmer Hongzhi Yin Jiangning Song Jian Wu 129 1 0 23 Dec 2024
BrainMAP: Learning Multiple Activation Pathways in Brain Networks Song Wang Zhenyu Lei Zhen Tan Jiaqi Ding Xinyu Zhao ... Guorong Wu Tianlong Chen Chen Chen Aiying Zhang Jundong Li 96 0 0 23 Dec 2024
GraphAgent: Agentic Graph Language Assistant Yuhao Yang J. Tang Lianghao Xia Xingchen Zou Yuxuan Liang Chao Huang LM&Ro 174 1 0 22 Dec 2024
LH-Mix: Local Hierarchy Correlation Guided Mixup over Hierarchical Prompt Tuning Fanshuang Kong Richong Zhang Ziqiao Wang 202 0 0 22 Dec 2024
THeGCN: Temporal Heterophilic Graph Convolutional Network Yuchen Yan Yuzhong Chen Huiyuan Chen Xiaoting Li Zhe Xu Zhichen Zeng Lihui Liu Zhining Liu Hanghang Tong 174 1 0 21 Dec 2024
GAT-RWOS: Graph Attention-Guided Random Walk Oversampling for Imbalanced Data Classification Zahiriddin Rustamov Abderrahmane Lakas Nazar Zaki 130 0 0 20 Dec 2024
FedGAT: A Privacy-Preserving Federated Approximation Algorithm for Graph Attention Networks Siddharth Ambekar Yuhang Yao Ryan Li Carlee Joe-Wong FedML 154 0 0 20 Dec 2024
GraphSeqLM: A Unified Graph Language Framework for Omic Graph Learning Heming Zhang Di Huang Yixin Chen Fuhai Li 75 0 0 20 Dec 2024
Prompt-based Unifying Inference Attack on Graph Neural Networks Yuecen Wei Xingcheng Fu Lingyun Liu Qingyun Sun Hao Peng Chunming Hu AAML 136 1 0 20 Dec 2024
Adaptive Hierarchical Graph Cut for Multi-granularity Out-of-distribution Detection Xiang Fang Arvind Easwaran B. Genest Ponnuthurai Nagaratnam Suganthan OODD 127 0 0 20 Dec 2024
Pre-training Graph Neural Networks on Molecules by Using Subgraph-Conditioned Graph Information Bottleneck Van Thuy Hoang O-Joun Lee AI4CE 136 1 0 20 Dec 2024
Efficient Self-Supervised Video Hashing with Selective State Spaces Jinpeng Wang Niu Lian Jun Li Yuting Wang Yan Feng Bin Chen Yongbing Zhang Shu-Tao Xia 180 2 0 19 Dec 2024
CLDG: Contrastive Learning on Dynamic Graphs Yiming Xu Bin Shi Teng Ma Bo Dong Haoyi Zhou Qinghua Zheng 180 15 0 19 Dec 2024
Neural Combinatorial Optimization for Stochastic Flexible Job Shop Scheduling Problems Igor G. Smit Yaoxin Wu Pavel Troubil Yingqian Zhang Wim P. M. Nuijten 104 0 0 18 Dec 2024
Graph Coarsening via Supervised Granular-Ball for Scalable Graph Neural Network Training Shuyin Xia Xinjun Ma Zhiyuan Liu Cheng Liu Sen Zhao G. Wang 112 2 0 18 Dec 2024
GNN-Transformer Cooperative Architecture for Trustworthy Graph Contrastive Learning Jianqing Liang Xinkai Wei Min Chen Zhiqiang Wang Jiye Liang 231 0 0 18 Dec 2024
Two Layer Walk: A Community-Aware Graph Embedding He Yu Qingbin Liu 90 0 0 17 Dec 2024
TimeCHEAT: A Channel Harmony Strategy for Irregularly Sampled Multivariate Time Series Analysis Jiexi Liu Meng Cao Songcan Chen AI4TS 133 2 0 17 Dec 2024
Shared Attention-based Autoencoder with Hierarchical Fusion-based Graph Convolution Network for sEEG SOZ Identification Huachao Yan K. Guo Shiwei Song Yihai Dai Xiaoqiang Wei Xiaofen Xing Xiangmin Xu 115 0 0 17 Dec 2024
GNN Applied to Ego-nets for Friend Suggestions Evgeny Zamyatin GNN 116 0 0 16 Dec 2024
Asymmetric Learning for Spectral Graph Neural Networks Fangbing Liu Qing Wang 142 0 0 16 Dec 2024