Graph Attention Networks

30 October 2017

Papers citing "Graph Attention Networks"

50 / 3,085 papers shown

Title
Label Deconvolution for Node Representation Learning on Large-scale Attributed Graphs against Learning Bias Zhihao Shi Jie Wang Fanghua Lu Hanzhu Chen Defu Lian Zheng Wang Jieping Ye Feng Wu AI4CE 32 6 0 26 Sep 2023
A Comparative Study of Population-Graph Construction Methods and Graph Neural Networks for Brain Age Regression Kyriaki-Margarita Bintsi Tamara T. Mueller Sophie Starck V. Baltatzis A. Hammers Daniel Rueckert 22 2 0 26 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
From Cluster Assumption to Graph Convolution: Graph-based Semi-Supervised Learning Revisited Zheng Wang H. Ding L. Pan Jianhua Li Zhiguo Gong Philip S. Yu GNN 31 5 0 24 Sep 2023
E(2)-Equivariant Graph Planning for Navigation Linfeng Zhao Hongyu Li T. Padır Huaizu Jiang Lawson L. S. Wong 25 6 0 22 Sep 2023
Prototype-Enhanced Hypergraph Learning for Heterogeneous Information Networks Shuai Wang Jiayi Shen Athanasios Efthymiou S. Rudinac Monika Kackovic N. Wijnberg M. Worring 21 0 0 22 Sep 2023
Unsupervised Deep Cross-Language Entity Alignment Chuanyu Jiang Yiming Qian Lijun Chen Yang Gu Xia Xie 44 5 0 19 Sep 2023
Unsupervised Learning via Network-Aware Embeddings Anne Sophie Riis Damstrup Sofie Tosti Madsen Michele Coscia SSL 43 0 0 19 Sep 2023
CaT: Balanced Continual Graph Learning with Graph Condensation Yilun Liu Ruihong Qiu Zi Huang DD 44 37 0 18 Sep 2023
Semi-supervised Domain Adaptation on Graphs with Contrastive Learning and Minimax Entropy Jiaren Xiao Quanyu Dai X. Shen Xiaochen Xie Jing Dai James Lam Ka-Wai Kwok 33 6 0 14 Sep 2023
Attention-based Dynamic Graph Convolutional Recurrent Neural Network for Traffic Flow Prediction in Highway Transportation Tianpu Zhang Weilong Ding Mengda Xing GNN AI4TS 27 0 0 13 Sep 2023
Blink: Link Local Differential Privacy in Graph Neural Networks via Bayesian Estimation Xiaochen Zhu Vincent Y. F. Tan Xiaokui Xiao 32 9 0 06 Sep 2023
Unifying over-smoothing and over-squashing in graph neural networks: A physics informed approach and beyond Zhiqi Shao Dai Shi Andi Han Yi Guo Qianchuan Zhao Junbin Gao 38 12 0 06 Sep 2023
Rank Collapse Causes Over-Smoothing and Over-Correlation in Graph Neural Networks Andreas Roth Thomas Liebig 56 13 0 31 Aug 2023
Companion Animal Disease Diagnostics based on Literal-aware Medical Knowledge Graph Representation Learning Van Thuy Hoang Sang Thanh Nguyen Sangmyeong Lee Jooho Lee Luong Vuong Nguyen O-Joun Lee 28 8 0 31 Aug 2023
Domain-adaptive Message Passing Graph Neural Network X. Shen Shirui Pan K. Choi Xiaoping Zhou 38 16 0 31 Aug 2023
Contrastive Representation Learning Based on Multiple Node-centered Subgraphs Dong Li Wenjun Wang Minglai Shao Chen Zhao SSL 30 2 0 31 Aug 2023
CktGNN: Circuit Graph Neural Network for Electronic Design Automation Zehao Dong Weidong Cao Muhan Zhang Dacheng Tao Yixin Chen Xuan Zhang GNN 34 31 0 31 Aug 2023
A Survey on Privacy in Graph Neural Networks: Attacks, Preservation, and Applications Yi Zhang Yuying Zhao Zhaoqing Li Xueqi Cheng Yu-Chiang Frank Wang Olivera Kotevska Philip S. Yu Tyler Derr 31 10 0 31 Aug 2023
MSGNN: Multi-scale Spatio-temporal Graph Neural Network for Epidemic Forecasting Mingjie Qiu Zhiyi Tan Bingkun Bao 43 6 0 30 Aug 2023
Efficient and Explainable Graph Neural Architecture Search via Monte-Carlo Tree Search Yuya Sasaki 42 0 0 30 Aug 2023
Everything Perturbed All at Once: Enabling Differentiable Graph Attacks Haoran Liu Bokun Wang Jianling Wang Xiangjue Dong Tianbao Yang James Caverlee AAML 44 3 0 29 Aug 2023
Graph-based Asynchronous Event Processing for Rapid Object Recognition Yijin Li Han Zhou Bangbang Yang Yexin Zhang Zhaopeng Cui Hujun Bao Guofeng Zhang 43 95 0 28 Aug 2023
Detecting Inactive Cyberwarriors from Online Forums Ruei-Yuan Wang Hung-Hsuan Chen 36 3 0 28 Aug 2023
A Survey of Imbalanced Learning on Graphs: Problems, Techniques, and Future Directions Zemin Liu Yuan N. Li Nan-Fang Chen Qian Wang Bryan Hooi Bin He FaML 21 13 0 26 Aug 2023
A Survey of Graph Unlearning Anwar Said Tyler Derr Mudassir Shabbir W. Abbas X. Koutsoukos MU 33 7 0 23 Aug 2023
Class Label-aware Graph Anomaly Detection Junghoon Kim Yeonjun In Kanghoon Yoon Junmo Lee Chanyoung Park 25 9 0 22 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 Keli Zhang Yang Wang 42 8 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 29 21 0 19 Aug 2023
LEGO: Learning and Graph-Optimized Modular Tracker for Online Multi-Object Tracking with Point Clouds Zhenrong Zhang Jianan Liu Yuxuan Xia Tao Huang Qinghua Han Hongbin Liu VOT 3DPC 41 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 53 25 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 22 11 0 18 Aug 2023
Graph Neural Network Backend for Speaker Recognition Liang He Rui Li Mengqi Niu 32 0 0 17 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 40 20 0 16 Aug 2023
DREAMWALKER: Mental Planning for Continuous Vision-Language Navigation Hanqing Wang Wei Liang Luc Van Gool Wenguan Wang LM&Ro 40 28 0 14 Aug 2023
MM-GEF: Multi-modal representation meet collaborative filtering Hao Wu Alejandro Ariza-Casabona Bartlomiej Twardowski Tri Kurniawan Wijaya 22 1 0 14 Aug 2023
Effect of Choosing Loss Function when Using T-batching for Representation Learning on Dynamic Networks Erfan Loghmani MohammadAmin Fazli 18 4 0 13 Aug 2023
Learning on Graphs with Out-of-Distribution Nodes Yunho Song Donglin Wang OODD 19 39 0 13 Aug 2023
EquiDiff: A Conditional Equivariant Diffusion Model For Trajectory Prediction Kehua Chen Xianda Chen Zihan Yu Meixin Zhu Hai Yang DiffM 57 20 0 12 Aug 2023
ERNetCL: A novel emotion recognition network in textual conversation based on curriculum learning strategy Jiang Li Xiaoping Wang Yingjian Liu Zhigang Zeng 40 6 0 12 Aug 2023
Beyond Semantics: Learning a Behavior Augmented Relevance Model with Self-supervised Learning Ze-jie Chen Wei Chen Jia Xu Zhongyi Liu Wei Zhang RALM 23 4 0 10 Aug 2023
Constructing Holistic Spatio-Temporal Scene Graph for Video Semantic Role Labeling Yu Zhao Hao Fei Yixin Cao Bobo Li Meishan Zhang Jianguo Wei Hao Fei Tat-Seng Chua 26 13 0 09 Aug 2023
Methods for Acquiring and Incorporating Knowledge into Stock Price Prediction: A Survey Liping Wang Jiawei Li Lifan Zhao Zhizhuo Kou Xiaohan Wang Xinyi Zhu Hao Wang Yanyan Shen Lei Chen AIFin 31 9 0 09 Aug 2023
Class-level Structural Relation Modelling and Smoothing for Visual Representation Learning Zitan Chen Zhuang Qi Xiao Cao Xiangxian Li Xiangxu Meng Lei Meng 20 8 0 08 Aug 2023
SEM-GAT: Explainable Semantic Pose Estimation using Learned Graph Attention Efimia Panagiotaki D. Martini Georgi Pramatarov Matthew Gadd Lars Kunze 3DPC 22 5 0 07 Aug 2023
SemOpenAlex: The Scientific Landscape in 26 Billion RDF Triples Michael Färber David Lamprecht J. Krause Lin Aung P. Haase 32 11 0 07 Aug 2023
Local Structure-aware Graph Contrastive Representation Learning Kai Yang Yuan Liu Zijuan Zhao P. Ding Wen-feng Zhao 33 3 0 07 Aug 2023
SwinGar: Spectrum-Inspired Neural Dynamic Deformation for Free-Swinging Garments Tianxing Li Rui Shi Qing Zhu T. Kanai 29 1 0 05 Aug 2023
RAHNet: Retrieval Augmented Hybrid Network for Long-tailed Graph Classification Zhengyan Mao Wei Ju Yifang Qin Xiao Luo Ming Zhang 39 16 0 04 Aug 2023
Can Attention Be Used to Explain EHR-Based Mortality Prediction Tasks: A Case Study on Hemorrhagic Stroke Qizhang Feng Jiayi Yuan F. B. Emdad Karim Hanna Xia Hu Zhe He 24 4 0 04 Aug 2023