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Graph Attention Networks

30 October 2017

Papers citing "Graph Attention Networks"

50 / 6,901 papers shown

Title
Sign is Not a Remedy: Multiset-to-Multiset Message Passing for Learning on Heterophilic Graphs Langzhang Liang Sunwoo Kim Kijung Shin Zenglin Xu Shirui Pan Yuan Qi 115 8 0 31 May 2024
Heterophilous Distribution Propagation for Graph Neural Networks Zhuonan Zheng Sheng Zhou Hongjia Xu Ming Gu Yilun Xu Ao Li Yuhong Li Jingjun Gu Jiajun Bu 99 0 0 31 May 2024
Identifying while Learning for Document Event Causality Identification Cheng Liu Wei Xiang Bang Wang 28 3 0 31 May 2024
GNN-RAG: Graph Neural Retrieval for Large Language Model Reasoning Costas Mavromatis George Karypis RALM LRM ReLM 124 71 0 30 May 2024
FlexiDrop: Theoretical Insights and Practical Advances in Random Dropout Method on GNNs Zhiheng Zhou Sihao Liu Weichen Zhao 79 0 0 30 May 2024
Unraveling the Impact of Heterophilic Structures on Graph Positive-Unlabeled Learning Yuhao Wu Jiangchao Yao Bo Han Lina Yao Tongliang Liu 124 3 0 30 May 2024
Automatic Graph Topology-Aware Transformer Chao Wang Jiaxuan Zhao Lingling Li Licheng Jiao Fang Liu Shuyuan Yang ViT 141 2 0 30 May 2024
Matrix Manifold Neural Networks++ Xuan Son Nguyen Shuo Yang A. Histace 76 6 0 29 May 2024
Spatio-Spectral Graph Neural Networks Simon Geisler Arthur Kosmala Daniel Herbst Stephan Günnemann 121 9 0 29 May 2024
CiliaGraph: Enabling Expression-enhanced Hyper-Dimensional Computation in Ultra-Lightweight and One-Shot Graph Classification on Edge Yuxi Han Jihe Wang Danghui Wang 81 1 0 29 May 2024
UniIF: Unified Molecule Inverse Folding Zhangyang Gao Jue Wang Cheng Tan Lirong Wu Yufei Huang Siyuan Li Zhirui Ye Stan Z. Li 70 6 0 29 May 2024
LSPI: Heterogeneous Graph Neural Network Classification Aggregation Algorithm Based on Size Neighbor Path Identification Yufei Zhao Shiduo Wang Hua Duan 96 20 0 29 May 2024
Node Injection Attack Based on Label Propagation Against Graph Neural Network Peican Zhu Zechen Pan Keke Tang Xiaodong Cui Jinhuan Wang Qi Xuan AAML 79 3 0 29 May 2024
Valid Conformal Prediction for Dynamic GNNs Ed Davis Ian Gallagher Daniel J. Lawson Patrick Rubin-Delanchy AI4CE 239 4 0 29 May 2024
Network Analytics for Anti-Money Laundering -- A Systematic Literature Review and Experimental Evaluation Bruno Deprez Toon Vanderschueren Bart Baesens Tim Verdonck Wouter Verbeke 235 5 0 29 May 2024
Learning from Litigation: Graphs and LLMs for Retrieval and Reasoning in eDiscovery Sounak Lahiri Sumit Pai Tim Weninger Sanmitra Bhattacharya AILaw 96 0 0 29 May 2024
D-CoRP: Differentiable Connectivity Refinement for Functional Brain Networks Haoyu Hu Hongrun Zhang Chao Li 52 0 0 28 May 2024
Unleashing the Potential of Text-attributed Graphs: Automatic Relation Decomposition via Large Language Models Hyunjin Seo Taewon Kim J. Yang Eunho Yang 136 0 0 28 May 2024
Injecting Hierarchical Biological Priors into Graph Neural Networks for Flow Cytometry Prediction Fatemeh Nassajian Mojarrad Lorenzo Bini Thomas Matthes Stéphane Marchand-Maillet AI4CE 126 0 0 28 May 2024
Don't Forget to Connect! Improving RAG with Graph-based Reranking Jialin Dong Bahare Fatemi Bryan Perozzi Lin F. Yang Anton Tsitsulin 121 29 0 28 May 2024
A Unified Temporal Knowledge Graph Reasoning Model Towards Interpolation and Extrapolation Kai Chen Ye Wang Yitong Li Aiping Li Han Yu Xin Song 69 7 0 28 May 2024
ForecastGrapher: Redefining Multivariate Time Series Forecasting with Graph Neural Networks Wanlin Cai Kun Wang Hao Wu Xiaoxu Chen Yuankai Wu AI4TS 51 0 0 28 May 2024
Cross-Context Backdoor Attacks against Graph Prompt Learning Xiaoting Lyu Yufei Han Wei Wang Hangwei Qian Ivor Tsang Xiangliang Zhang SILM AAML 90 18 0 28 May 2024
Gradually Vanishing Gap in Prototypical Network for Unsupervised Domain Adaptation Shanshan Wang Hao Zhou Xun Yang Zhenwei He Meng Wang Xingyi Zhang Meng Wang 92 0 0 28 May 2024
Revisiting the Message Passing in Heterophilous Graph Neural Networks Zhuonan Zheng Yuanchen Bei Sheng Zhou Yao Ma Ming Gu Hongjia Xu Chengyu Lai Jiawei Chen Jiajun Bu 132 1 0 28 May 2024
Rethinking Pruning for Backdoor Mitigation: An Optimization Perspective Nan Li Haiyang Yu Ping Yi AAML 60 0 0 28 May 2024
Calibrated Dataset Condensation for Faster Hyperparameter Search Mucong Ding Yuancheng Xu Tahseen Rabbani Xiaoyu Liu Brian J Gravelle Teresa M. Ranadive Tai-Ching Tuan Furong Huang DD 77 0 0 27 May 2024
Spectral Greedy Coresets for Graph Neural Networks Mucong Ding Yinhan He Jundong Li Furong Huang 89 3 0 27 May 2024
Occlusion Handling in 3D Human Pose Estimation with Perturbed Positional Encoding Niloofar Azizi Mohsen Fayyaz Horst Bischof 92 0 0 27 May 2024
Probabilistic Graph Rewiring via Virtual Nodes Chendi Qian Andrei Manolache Christopher Morris Mathias Niepert AI4CE 118 4 0 27 May 2024
Survey of Graph Neural Network for Internet of Things and NextG Networks Sabarish Krishna Moorthy Jithin Jagannath 69 2 0 27 May 2024
R-ODE: Ricci Curvature Tells When You Will be Informed Li Sun Jingbin Hu Mengjie Li Hao Peng 66 6 0 27 May 2024
Graph Neural Networks on Quantum Computers Yidong Liao Xiao-Ming Zhang Chris Ferrie GNN 76 5 0 27 May 2024
Match, Compare, or Select? An Investigation of Large Language Models for Entity Matching Tianshu Wang Xiaoyang Chen Hongyu Lin Xuanang Chen Xianpei Han Hao Wang Zhenyu Zeng Le Sun 98 10 0 27 May 2024
ARC: A Generalist Graph Anomaly Detector with In-Context Learning Yixin Liu Shiyuan Li Yu Zheng Qingfeng Chen Chengqi Zhang Shirui Pan 85 14 0 27 May 2024
HeNCler: Node Clustering in Heterophilous Graphs via Learned Asymmetric Similarity Sonny Achten Zander Op de Beeck F. Tonin Volkan Cevher Johan A. K. Suykens 117 0 0 27 May 2024
SymTax: Symbiotic Relationship and Taxonomy Fusion for Effective Citation Recommendation Karan Goyal Mayank Goel Vikram Goyal Mukesh Mohania 43 0 0 26 May 2024
Transfer Learning Under High-Dimensional Graph Convolutional Regression Model for Node Classification Jiachen Chen Danyang Huang Liyuan Wang Kathryn L. Lunetta Debarghya Mukherjee Huimin Cheng 54 0 0 26 May 2024
Enhancing Sustainable Urban Mobility Prediction with Telecom Data: A Spatio-Temporal Framework Approach ChungYi Lin Shen-Lung Tung Hung-Ting Su Winston H. Hsu 25 1 0 26 May 2024
DPHGNN: A Dual Perspective Hypergraph Neural Networks Siddhant Saxena Shounak Ghatak Raghu Kolla Debashis Mukherjee Tanmoy Chakraborty 86 2 0 26 May 2024
GRAG: Graph Retrieval-Augmented Generation Yuntong Hu Zhihan Lei Zhengwu Zhang Bo Pan Chen Ling Liang Zhao 119 31 0 26 May 2024
Intruding with Words: Towards Understanding Graph Injection Attacks at the Text Level Runlin Lei Yuwei Hu Yuchen Ren Zhewei Wei 96 3 0 26 May 2024
Negative as Positive: Enhancing Out-of-distribution Generalization for Graph Contrastive Learning Zixu Wang Bingbing Xu Yige Yuan Huawei Shen Xueqi Cheng OODD 103 2 0 25 May 2024
GlycanML: A Multi-Task and Multi-Structure Benchmark for Glycan Machine Learning Minghao Xu Yunteng Geng Yihang Zhang Ling Yang Jian Tang Wentao Zhang 57 3 0 25 May 2024
Differentiable Cluster Graph Neural Network Yanfei Dong Mohammed Haroon Dupty Lambert Deng Zhuanghua Liu Yong Liang Goh Wee Sun Lee GNN 81 1 0 25 May 2024
Rethinking Independent Cross-Entropy Loss For Graph-Structured Data Rui Miao Kaixiong Zhou Yili Wang Ninghao Liu Ying Wang Xin Wang 104 5 0 24 May 2024
SATSense: Multi-Satellite Collaborative Framework for Spectrum Sensing Haoxuan Yuan Zhe Chen Zheng Lin Jinbo Peng Zihan Fang Yuhang Zhong Zihang Song Yue Gao 76 12 0 24 May 2024
DFGNN: Dual-frequency Graph Neural Network for Sign-aware Feedback Yiqing Wu Ruobing Xie Zhao Zhang Xu-Yao Zhang Fuzhen Zhuang Leyu Lin Zhanhui Kang Yongjun Xu 42 2 0 24 May 2024
AGS-GNN: Attribute-guided Sampling for Graph Neural Networks Siddhartha Shankar Das S. Ferdous M. Halappanavar Edoardo Serra A. Pothen 91 2 0 24 May 2024
Bundle Neural Networks for message diffusion on graphs Jacob Bamberger Federico Barbero Xiaowen Dong Michael M. Bronstein 125 3 0 24 May 2024