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Graph Attention Networks

30 October 2017

Papers citing "Graph Attention Networks"

50 / 6,901 papers shown

Title
SE-GCL: An Event-Based Simple and Effective Graph Contrastive Learning for Text Representation Tao Meng Wei Ai Jianbin Li Ze Wang Yuntao Shou Keqin Li AI4TS 104 0 0 16 Dec 2024
GroupFace: Imbalanced Age Estimation Based on Multi-hop Attention Graph Convolutional Network and Group-aware Margin Optimization Yiping Zhang Yuntao Shou Wei Ai Tao Meng Keqin Li CVBM 140 5 0 16 Dec 2024
EEG-GMACN: Interpretable EEG Graph Mutual Attention Convolutional Network Haili Ye S. Goerttler F. He 68 0 0 15 Dec 2024
Edge Contrastive Learning: An Augmentation-Free Graph Contrastive Learning Model Yujun Li Hongyuan Zhang Yuan Yuan 127 1 0 15 Dec 2024
Embracing Large Language Models in Traffic Flow Forecasting Yusheng Zhao Xiao Luo Haomin Wen Zhiping Xiao Wei Ju Ming Zhang AI4TS 129 0 0 15 Dec 2024
FlashSparse: Minimizing Computation Redundancy for Fast Sparse Matrix Multiplications on Tensor Cores Jinliang Shi Shigang Li Youxuan Xu Rongtian Fu Xueying Wang Tong Wu 130 3 0 15 Dec 2024
A Comparative Study on Dynamic Graph Embedding based on Mamba and Transformers Ashish Parmanand Pandey Alan John Varghese Sarang Patil Mengjia Xu Mamba 262 0 0 15 Dec 2024
Multi-Class and Multi-Task Strategies for Neural Directed Link Prediction Claudio Moroni Claudio Borile Carolina Mattsson Michele Starnini Andre' Panisson 118 0 0 14 Dec 2024
MEATRD: Multimodal Anomalous Tissue Region Detection Enhanced with Spatial Transcriptomics Kaichen Xu Qilong Wu Yan Lu Yinan Zheng W. Li Xingjie Tang Jun Wang Xiaobo Sun 125 1 0 14 Dec 2024
WaveGNN: Modeling Irregular Multivariate Time Series for Accurate Predictions Arash Hajisafi Maria Despoina Siampou Bita Azarijoo Cyrus Shahabi AI4TS 108 0 0 14 Dec 2024
A Decade of Deep Learning: A Survey on The Magnificent Seven Dilshod Azizov Muhammad Arslan Manzoor Velibor Bojkovic Yingxu Wang Ziyi Wang ... Liang Li Siwei Liu Yu Zhong Wei Liu Shangsong Liang OOD AI4TS MedIm 175 0 0 13 Dec 2024
TransferLight: Zero-Shot Traffic Signal Control on any Road-Network J. Schmidt Frank Dreyer Sayed Abid Hashimi Sebastian Stober 110 0 0 12 Dec 2024
MGM: Global Understanding of Audience Overlap Graphs for Predicting the Factuality and the Bias of News Media Muhammad Arslan Manzoor Ruihong Zeng Dilshod Azizov Preslav Nakov Shangsong Liang 111 1 0 12 Dec 2024
A Context-Enhanced Framework for Sequential Graph Reasoning Shuo Shi Chao Peng Chenyang Xu Zhengfeng Yang 150 0 0 12 Dec 2024
Multi-Scale Heterogeneous Text-Attributed Graph Datasets From Diverse Domains Yunhui Liu Qizhuo Xie Jinwei Shi Jiaxu Shen Tieke He 114 1 0 12 Dec 2024
Adapting Unsigned Graph Neural Networks for Signed Graphs: A Few-Shot Prompt Tuning Approach Zian Zhai Sima Qing Xiaoyang Wang Wenjie Zhang 107 0 0 11 Dec 2024
Repository-Level Graph Representation Learning for Enhanced Security Patch Detection Xin-Cheng Wen Zirui Lin Cuiyun Gao Hongyu Zhang Yong Wang Qing Liao 81 2 0 11 Dec 2024
MHSA: A Multi-scale Hypergraph Network for Mild Cognitive Impairment Detection via Synchronous and Attentive Fusion Manman Yuan Weiming Jia Xiong Luo Jiazhen Ye Peican Zhu Junlin Li 139 0 0 11 Dec 2024
Fast Track to Winning Tickets: Repowering One-Shot Pruning for Graph Neural Networks Xinfeng Li Guibin Zhang Haoran Yang Dawei Cheng 123 0 0 10 Dec 2024
A Dynamical Systems-Inspired Pruning Strategy for Addressing Oversmoothing in Graph Neural Networks Biswadeep Chakraborty H. Kumar Saibal Mukhopadhyay 142 1 0 10 Dec 2024
Graph Neural Networks Are More Than Filters: Revisiting and Benchmarking from A Spectral Perspective Yushun Dong Patrick Soga Yinhan He Song Wang Jundong Li 128 0 0 10 Dec 2024
GraphNeuralNetworks.jl: Deep Learning on Graphs with Julia Carlo Lucibello Aurora Rossi GNN 82 0 0 09 Dec 2024
A Self-guided Multimodal Approach to Enhancing Graph Representation Learning for Alzheimer's Diseases Zhepeng Wang Runxue Bao Yawen Wu Guodong Liu Lei Yang Liang Zhan Feng Zheng Weiwen Jiang Yanfu Zhang 183 0 0 09 Dec 2024
Unifying Dual-Space Embedding for Entity Alignment via Contrastive Learning Cunda Wang Weihua Wang Qiuyu Liang F. Bao Guanglai Gao 72 0 0 06 Dec 2024
MIND: Effective Incorrect Assignment Detection through a Multi-Modal Structure-Enhanced Language Model Yunhe Pang Bo Chen Fanjin Zhang Yanghui Rao Jie Tang 131 0 0 05 Dec 2024
Graph Disentangle Causal Model: Enhancing Causal Inference in Networked Observational Data Binbin Hu Zhicheng An Zhengwei Wu Ke Tu Ziqi Liu Qing Cui Jun Zhou Yufei Feng Jiawei Chen CML 152 0 0 05 Dec 2024
Training MLPs on Graphs without Supervision Zehong Wang Zheyuan Zhang Chuxu Zhang Yanfang Ye 125 10 0 05 Dec 2024
Residual Hyperbolic Graph Convolution Networks Yangkai Xue Jindou Dai Zhipeng Lu Yuwei Wu Yunde Jia 157 4 0 05 Dec 2024
3D Interaction Geometric Pre-training for Molecular Relational Learning Namkyeong Lee Yunhak Oh Heewoong Noh Gyoung S. Na Minkai Xu Hanchen Wang Tianfan Fu Chanyoung Park AI4CE 112 0 0 04 Dec 2024
Geographical Information Alignment Boosts Traffic Analysis via Transpose Cross-attention Xiangyu Jiang Xiwen Chen Hao Wang Abolfazl Razi 109 0 0 03 Dec 2024
TGTOD: A Global Temporal Graph Transformer for Outlier Detection at Scale Kay Liu Jiahao Ding MohamadAli Torkamani Philip S. Yu 129 2 0 01 Dec 2024
BIGCity: A Universal Spatiotemporal Model for Unified Trajectory and Traffic State Data Analysis Xie Yu Jingyuan Wang Yifan Yang Qian Huang Ke Qu 136 6 0 01 Dec 2024
QABISAR: Query-Article Bipartite Interactions for Statutory Article Retrieval T. Y. S. S. Santosh Hassan Sarwat Matthias Grabmair 93 1 0 01 Dec 2024
Multi-View Incongruity Learning for Multimodal Sarcasm Detection Diandian Guo Cong Cao Fangfang Yuan Yanbing Liu Guangjie Zeng Xiaoyan Yu Hao Peng Philip S. Yu 156 1 0 01 Dec 2024
Revisiting Self-Supervised Heterogeneous Graph Learning from Spectral Clustering Perspective Yujie Mo Zhihe Lu Runpeng Yu Xiaofeng Zhu Xinchao Wang 150 5 0 01 Dec 2024
Graph-to-SFILES: Control structure prediction from process topologies using generative artificial intelligence Lukas Schulze Balhorn Kevin Degens Artur M. Schweidtmann AI4CE 168 0 0 30 Nov 2024
HiMoE: Heterogeneity-Informed Mixture-of-Experts for Fair Spatial-Temporal Forecasting Shaohan Yu Pan Deng Yu Zhao Jiaheng Liu Ziáng Wang MoE 575 0 0 30 Nov 2024
Attribute-Enhanced Similarity Ranking for Sparse Link Prediction João Mattos Zexi Huang Mert Kosan Ambuj Singh A. Silva 158 1 0 29 Nov 2024
Integrating Social Determinants of Health into Knowledge Graphs: Evaluating Prediction Bias and Fairness in Healthcare Tianqi Shang Weiqing He Tianlong Chen Ying Ding Huanmei Wu Kaixiong Zhou Li Shen 82 1 0 29 Nov 2024
Multigraph Message Passing with Bi-Directional Multi-Edge Aggregations H. Çağrı Bilgi Lydia Y. Chen Kubilay Atasu 107 1 0 29 Nov 2024
Gradient Inversion Attack on Graph Neural Networks Divya Anand Sinha Yezi Liu Ruijie Du Yanning Shen FedML 101 0 0 29 Nov 2024
Scale Invariance of Graph Neural Networks Qin Jiang Chengjia Wang Michael Lones Wei Pang GNN 172 0 0 28 Nov 2024
Instance-Aware Graph Prompt Learning Jiazheng Li Jundong Li Chuxu Zhang VLM 111 4 0 26 Nov 2024
Rewiring Techniques to Mitigate Oversquashing and Oversmoothing in GNNs: A Survey Hugo Attali Davide Buscaldi Nathalie Pernelle AI4CE 156 4 0 26 Nov 2024
A Generalized Unified Skew-Normal Process with Neural Bayes Inference Kesen Wang M. Genton SyDa 460 0 0 26 Nov 2024
Joint Combinatorial Node Selection and Resource Allocations in the Lightning Network using Attention-based Reinforcement Learning Mahdi Salahshour Amirahmad Shafiee Mojtaba Tefagh 114 0 0 26 Nov 2024
Knowledge-aware Evolutionary Graph Neural Architecture Search Chao Wang Jiaxuan Zhao Lingling Li Licheng Jiao Fang Liu Xu Liu Steve Yang 152 4 0 26 Nov 2024
GrokFormer: Graph Fourier Kolmogorov-Arnold Transformers Guoguo Ai Guansong Pang Hezhe Qiao Yuan Gao Hui Yan 190 0 0 26 Nov 2024
Curvature Informed Furthest Point Sampling Shubham Bhardwaj Ashwin Vinod Soumojit Bhattacharya Aryan Koganti Aditya Sai Ellendula Balakrishna Reddy 3DPC 109 0 0 25 Nov 2024
Clustering Time Series Data with Gaussian Mixture Embeddings in a Graph Autoencoder Framework Amirabbas Afzali Hesam Hosseini Mohmmadamin Mirzai Arash Amini AI4TS 116 1 0 25 Nov 2024