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Graph Attention Networks

30 October 2017

Papers citing "Graph Attention Networks"

50 / 6,901 papers shown

Title
Will More Expressive Graph Neural Networks do Better on Generative Tasks? Xian-Quan Zou Xiangyu Zhao Pietro Lio Yiren Zhao 43 3 0 23 Aug 2023
Multi-Instance Adversarial Attack on GNN-Based Malicious Domain Detection Mahmoud Nazzal Issa M. Khalil Abdallah Khreishah Nhathai Phan Yao Ma AAML 86 2 0 22 Aug 2023
Class Label-aware Graph Anomaly Detection Junghoon Kim Yeonjun In Kanghoon Yoon Junmo Lee Chanyoung Park 50 10 0 22 Aug 2023
Enhancing Graph Transformers with Hierarchical Distance Structural Encoding Yuan Luo Hongkang Li Lei Shi Xiao-Ming Wu 78 8 0 22 Aug 2023
Topological Graph Signal Compression Guillermo Bernárdez Lev Telyatnikov Eduard Alarcón A. Cabellos-Aparicio Pere Barlet-Ros Pietro Lio AI4CE 62 0 0 21 Aug 2023
ST-RAP: A Spatio-Temporal Framework for Real Estate Appraisal Hojoon Lee Hawon Jeong ByungKun Lee Kyungyup Lee Jaegul Choo AI4TS 53 7 0 21 Aug 2023
Local Spherical Harmonics Improve Skeleton-Based Hand Action Recognition Katharina Prasse Steffen Jung Yuxuan Zhou Margret Keuper 64 1 0 21 Aug 2023
Label-based Graph Augmentation with Metapath for Graph Anomaly Detection Hwan Kim Junghoon Kim Byung Suk Lee Sungsu Lim 53 0 0 21 Aug 2023
Approximately Equivariant Graph Networks Ningyuan Huang Ron Levie Soledad Villar 111 19 0 21 Aug 2023
Preserving Specificity in Federated Graph Learning for fMRI-based Neurological Disorder Identification Junhao Zhang Qianqian Wang Xiaochuan Wang Lishan Qiao Mingxia Liu 72 16 0 20 Aug 2023
Geometric instability of graph neural networks on large graphs Emily L Morris Haotian Shen Weiling Du Muhammad Hamza Sajjad Borun Shi GNN 103 0 0 19 Aug 2023
GNNPipe: Scaling Deep GNN Training with Pipelined Model Parallelism Jingji Chen Zhuoming Chen Xuehai Qian GNN AI4CE 89 3 0 19 Aug 2023
The Snowflake Hypothesis: Training Deep GNN with One Node One Receptive field Kun Wang Guohao Li Shilong Wang Guibin Zhang Kaidi Wang Yang You Xiaojiang Peng Yuxuan Liang Yang Wang 73 9 0 19 Aug 2023
Explicit Time Embedding Based Cascade Attention Network for Information Popularity Prediction Xigang Sun Jingya Zhou Ling Liu Wenqi Wei GNN AI4TS 85 22 0 19 Aug 2023
LEGO: Learning and Graph-Optimized Modular Tracker for Online Multi-Object Tracking with Point Clouds Zhenrong Zhang Tao Huang Yuxuan Xia Wei Chen Qinghua Han Hongbin Liu VOT 3DPC 99 11 0 19 Aug 2023
GiGaMAE: Generalizable Graph Masked Autoencoder via Collaborative Latent Space Reconstruction Yucheng Shi Yushun Dong Qiaoyu Tan Jundong Li Ninghao Liu 140 27 0 18 Aug 2023
Transitivity-Preserving Graph Representation Learning for Bridging Local Connectivity and Role-based Similarity Van Thuy Hoang O-Joun Lee 65 12 0 18 Aug 2023
Bridged-GNN: Knowledge Bridge Learning for Effective Knowledge Transfer Wendong Bi Xueqi Cheng Bingbing Xu Xiaoqian Sun Li Xu Huawei Shen 80 10 0 18 Aug 2023
RBA-GCN: Relational Bilevel Aggregation Graph Convolutional Network for Emotion Recognition Lin Yuan Guoheng Huang Fenghuan Li Xiaochen Yuan Chi-Man Pun Guo Zhong 45 14 0 18 Aug 2023
Vision Relation Transformer for Unbiased Scene Graph Generation Gopika Sudhakaran Devendra Singh Dhami Kristian Kersting Stefan Roth ViT 117 18 0 18 Aug 2023
Open-vocabulary Video Question Answering: A New Benchmark for Evaluating the Generalizability of Video Question Answering Models Dohwan Ko Ji Soo Lee M. Choi Jaewon Chu Jihwan Park Hyunwoo J. Kim 55 6 0 18 Aug 2023
FRGNN: Mitigating the Impact of Distribution Shift on Graph Neural Networks via Test-Time Feature Reconstruction Ruitian Ding Jielong Yang Feng Ji Xionghu Zhong Linbo Xie 117 1 0 18 Aug 2023
Half-Hop: A graph upsampling approach for slowing down message passing Mehdi Azabou Venkataraman Ganesh S. Thakoor Chi-Heng Lin Lakshmi Sathidevi Ran Liu Michal Valko Petar Velickovic Eva L. Dyer 97 23 0 17 Aug 2023
Graph Neural Network Backend for Speaker Recognition Liang He Rui Li Mengqi Niu 59 0 0 17 Aug 2023
Independent Distribution Regularization for Private Graph Embedding Qie Hu Yangqiu Song 145 5 0 16 Aug 2023
Graph Out-of-Distribution Generalization with Controllable Data Augmentation Bin Lu Xiaoying Gan Ze Zhao Shiyu Liang Luoyi Fu Xinbing Wang Cheng Zhou 111 8 0 16 Aug 2023
Graph Relation Aware Continual Learning Q. Shen Weijieying Ren Wei Qin CLL BDL 55 2 0 16 Aug 2023
Prediction and Interpretation of Vehicle Trajectories in the Graph Spectral Domain Marion Neumeier Sebastian Dorn M. Botsch Wolfgang Utschick 56 1 0 16 Aug 2023
The Expressive Power of Graph Neural Networks: A Survey Bingxue Zhang Changjun Fan Shixuan Liu Kuihua Huang Xiang Zhao Jin-Yu Huang Zhong Liu 231 26 0 16 Aug 2023
Accelerating Generic Graph Neural Networks via Architecture, Compiler, Partition Method Co-Design Shuwen Lu Zhihui Zhang Cong Guo Jingwen Leng Yangjie Zhou Minyi Guo GNN 44 1 0 16 Aug 2023
S-Mixup: Structural Mixup for Graph Neural Networks Jung-Hyun Kim Sukwon Yun Chanyoung Park 42 2 0 16 Aug 2023
Freshness or Accuracy, Why Not Both? Addressing Delayed Feedback via Dynamic Graph Neural Networks Xiaolin Zheng Zhongyu Wang Chaochao Chen Feng Zhu Jiashu Qian 51 0 0 15 Aug 2023
Towards Temporal Edge Regression: A Case Study on Agriculture Trade Between Nations Lekang Jiang Caiqi Zhang Farimah Poursafaei Shenyang Huang 90 2 0 15 Aug 2023
Simple and Efficient Partial Graph Adversarial Attack: A New Perspective Guanghui Zhu Meng Chen Chun Yuan Jiaming Ji AAML 69 7 0 15 Aug 2023
Enhancing Visually-Rich Document Understanding via Layout Structure Modeling Qiwei Li Z. Li Xiantao Cai Bo Du Hai Zhao 64 8 0 15 Aug 2023
Graph-Segmenter: Graph Transformer with Boundary-aware Attention for Semantic Segmentation Zizhang Wu Yuanzhu Gan Tianhao Xu Fan Wang ViT 62 8 0 15 Aug 2023
KMF: Knowledge-Aware Multi-Faceted Representation Learning for Zero-Shot Node Classification Likang Wu Junji Jiang Hongke Zhao Hao Wang Defu Lian Mengdi Zhang Enhong Chen 43 4 0 15 Aug 2023
DREAMWALKER: Mental Planning for Continuous Vision-Language Navigation Hanqing Wang Wei Liang Luc Van Gool Wenguan Wang LM&Ro 85 32 0 14 Aug 2023
MM-GEF: Multi-modal representation meet collaborative filtering Hao Wu Alejandro Ariza-Casabona Bartlomiej Twardowski Tri Kurniawan Wijaya 49 2 0 14 Aug 2023
Conformal Predictions Enhanced Expert-guided Meshing with Graph Neural Networks Amin Heyrani Nobari J. Rey S. Kodali Matthew Jones Faez Ahmed AI4CE 49 1 0 14 Aug 2023
Language is All a Graph Needs Ruosong Ye Caiqi Zhang Runhui Wang Shuyuan Xu Yongfeng Zhang AI4CE 168 170 0 14 Aug 2023
Can Knowledge Graphs Simplify Text? Anthony Colas Haodi Ma Xuanli He Yang Bai D. Wang 79 4 0 14 Aug 2023
Search to Fine-tune Pre-trained Graph Neural Networks for Graph-level Tasks Zhili Wang Shimin Di Lei Chen Xiaofang Zhou 118 10 0 14 Aug 2023
Shape-Graph Matching Network (SGM-net): Registration for Statistical Shape Analysis Shenyuan Liang Maurício Pamplona Segundo Sathyanarayanan N. Aakur Sudeep Sarkar A. Srivastava 3DPC 85 2 0 14 Aug 2023
Effect of Choosing Loss Function when Using T-batching for Representation Learning on Dynamic Networks Erfan Loghmani MohammadAmin Fazli 41 4 0 13 Aug 2023
Weisfeiler and Lehman Go Paths: Learning Topological Features via Path Complexes Quang Truong Peter Chin GNN 94 9 0 13 Aug 2023
Reinforcement Graph Clustering with Unknown Cluster Number Yue Liu K. Liang Jun Xia Xihong Yang Sihang Zhou Meng Liu Xinwang Liu Stan Z. Li GNN 99 28 0 13 Aug 2023
SAILOR: Structural Augmentation Based Tail Node Representation Learning Jie Liao Jintang Li Liang Chen Bing Wu Yatao Bian Zibin Zheng 65 4 0 13 Aug 2023
Learning on Graphs with Out-of-Distribution Nodes Yunho Song Donglin Wang OODD 74 43 0 13 Aug 2023
Video Captioning with Aggregated Features Based on Dual Graphs and Gated Fusion Yutao Jin Bin Liu Jing Wang 82 1 0 13 Aug 2023