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Graph Attention Networks

30 October 2017

Papers citing "Graph Attention Networks"

50 / 6,901 papers shown

Title
Even Sparser Graph Transformers Hamed Shirzad Honghao Lin B. Venkatachalam A. Velingker David P. Woodruff Danica J. Sutherland GNN 166 5 0 25 Nov 2024
Contrastive Multi-graph Learning with Neighbor Hierarchical Sifting for Semi-supervised Text Classification Wei Ai Jianbin Li Ze Wang Yingying Wei Tao Meng Yuntao Shou Keqin Lib 138 3 0 25 Nov 2024
DF-GNN: Dynamic Fusion Framework for Attention Graph Neural Networks on GPUs Jiahui Liu Zhenkun Cai Zhiyong Chen Minjie Wang GNN 122 1 0 25 Nov 2024
Graph Adapter of EEG Foundation Models for Parameter Efficient Fine Tuning Toyotaro Suzumura H. Kanezashi Shotaro Akahori AI4MH 177 0 0 25 Nov 2024
Best of Both Worlds: Advantages of Hybrid Graph Sequence Models Ali Behrouz Ali Parviz Mahdi Karami Clayton Sanford Bryan Perozzi Vahab Mirrokni 157 3 0 23 Nov 2024
On the importance of local and global feature learning for automated measurable residual disease detection in flow cytometry data Lisa Weijler Michael Reiter Pedro Hermosilla Margarita Maurer-Granofszky Michael N. Dworzak 106 1 0 23 Nov 2024
TANGNN: a Concise, Scalable and Effective Graph Neural Networks with Top-m Attention Mechanism for Graph Representation Learning Jiawei E Yinglong Zhang Xuewen Xia Xing Xu 116 0 0 23 Nov 2024
GeoAI-Enhanced Community Detection on Spatial Networks with Graph Deep Learning Yunlei Liang Jiawei Zhu Wen-Gui Ye Song Gao GNN 109 3 0 23 Nov 2024
Teaching MLPs to Master Heterogeneous Graph-Structured Knowledge for Efficient and Accurate Inference Yunhui Liu Xinyi Gao Tieke He Jianhua Zhao Hongzhi Yin 123 1 0 21 Nov 2024
Heterophilic Graph Neural Networks Optimization with Causal Message-passing Botao Wang Jia Li Heng Chang Kai Zhang Fugee Tsung 144 2 0 21 Nov 2024
Advancing Heatwave Forecasting via Distribution Informed-Graph Neural Networks (DI-GNNs): Integrating Extreme Value Theory with GNNs Farrukh A. Chishtie Dominique Brunet Rachel H. White Daniel Michelson Jing Jiang ... Timothy Chui Rana Usman Ali Mujtaba Hassan Roland Stull David Hudak 108 1 0 20 Nov 2024
A Theory for Compressibility of Graph Transformers for Transductive Learning Hamed Shirzad Honghao Lin A. Velingker B. Venkatachalam David P. Woodruff Danica J. Sutherland 154 2 0 20 Nov 2024
ORID: Organ-Regional Information Driven Framework for Radiology Report Generation Tiancheng Gu Kaicheng Yang Xiang An Ziyong Feng Dongnan Liu Weidong Cai 165 1 0 20 Nov 2024
GNNAS-Dock: Budget Aware Algorithm Selection with Graph Neural Networks for Molecular Docking Yiliang Yuan Mustafa Misir 105 1 0 19 Nov 2024
Graph as a feature: improving node classification with non-neural graph-aware logistic regression Simon Delarue Thomas Bonald Tiphaine Viard 138 0 0 19 Nov 2024
Revisiting Fake News Detection: Towards Temporality-aware Evaluation by Leveraging Engagement Earliness Junghoon Kim Junmo Lee Yeonjun In Kanghoon Yoon Chanyoung Park 114 1 0 19 Nov 2024
HEIGHT: Heterogeneous Interaction Graph Transformer for Robot Navigation in Crowded and Constrained Environments Shuijing Liu Haochen Xia Fatemeh Cheraghi Pouria Kaiwen Hong Neeloy Chakraborty Katherine Rose Driggs-Campbell Joydeep Biswas Katherine Driggs-Campbell 182 4 0 19 Nov 2024
Just KIDDIN: Knowledge Infusion and Distillation for Detection of INdecent Memes Rahul Garg Trilok Padhi Hemang Jain Ugur Kursuncu Ponnurangam Kumaraguru 162 4 0 19 Nov 2024
Unveiling the Inflexibility of Adaptive Embedding in Traffic Forecasting Hongjun Wang Jiyuan Chen Lingyu Zhang Renhe Jiang Xuan Song AI4TS 179 1 0 18 Nov 2024
The GECo algorithm for Graph Neural Networks Explanation Salvatore Calderaro Domenico Amato Giosuè Lo Bosco R. Rizzo Filippo Vella 111 0 0 18 Nov 2024
Visual-Semantic Graph Matching Net for Zero-Shot Learning Bowen Duan Shiming Chen Yufei Guo Guo-Sen Xie Weiping Ding Yisong Wang 143 1 0 18 Nov 2024
Dual-Frequency Filtering Self-aware Graph Neural Networks for Homophilic and Heterophilic Graphs Yachao Yang Yanfeng Sun Jipeng Guo Junbin Gao Shaofan Wang Fujiao Ju Baocai Yin 117 0 0 18 Nov 2024
Multi-Hyperbolic Space-based Heterogeneous Graph Attention Network Jongmin Park Seunghoon Han Jong-Ryul Lee Sungsu Lim 71 1 0 18 Nov 2024
From Primes to Paths: Enabling Fast Multi-Relational Graph Analysis K. Bougiatiotis George Giannakopoulos 58 0 0 17 Nov 2024
IMPaCT GNN: Imposing invariance with Message Passing in Chronological split Temporal Graphs Sejun Park Joo Young Park Hyunwoo Park AI4CE OOD 83 0 0 17 Nov 2024
NeuroNURBS: Learning Efficient Surface Representations for 3D Solids Jiajie Fan Babak Gholami Thomas Bäck Hao Wang AI4CE 3DV 61 1 0 16 Nov 2024
Partitioning Message Passing for Graph Fraud Detection Wei Zhuo Zemin Liu Bryan Hooi Bingsheng He Guang Tan Rizal Fathony Jia Chen 193 18 0 16 Nov 2024
Diagnostic Text-guided Representation Learning in Hierarchical Classification for Pathological Whole Slide Image Jiawen Li Qiehe Sun Renao Yan Yizhi Wang Yuqiu Fu Yani Wei Tian Guan Huijuan Shi Yonghonghe He Anjia Han 99 3 0 16 Nov 2024
Bitcoin Research with a Transaction Graph Dataset Hugo Schnoering Michalis Vazirgiannis GNN 73 0 0 15 Nov 2024
TESGNN: Temporal Equivariant Scene Graph Neural Networks for Efficient and Robust Multi-View 3D Scene Understanding Quang P.M. Pham Khoi T.N. Nguyen Lan C. Ngo Dezhen Song Truong Do Truong-Son Hy 3DPC 125 2 0 15 Nov 2024
WelQrate: Defining the Gold Standard in Small Molecule Drug Discovery Benchmarking Yunchao Liu Liu Ha Dong Xin Wang Rocco Moretti ... J. Gu Bobby Bodenheimer Charles David Weaver J. Meiler Hanyu Wang 64 0 0 14 Nov 2024
GRAINRec: Graph and Attention Integrated Approach for Real-Time Session-Based Item Recommendations Bhavtosh Rath Pushkar Chennu David Relyea Prathyusha Kanmanth Reddy Amit Pande 56 0 0 14 Nov 2024
A survey on Graph Deep Representation Learning for Facial Expression Recognition Théo Gueuret Akrem Sellami Chaabane Djeraba 60 0 0 13 Nov 2024
Spatially Regularized Graph Attention Autoencoder Framework for Detecting Rainfall Extremes Mihir Agarwal Progyan Das Udit Bhatia 68 1 0 12 Nov 2024
Quantum Information-Empowered Graph Neural Network for Hyperspectral Change Detection Chia-Hsiang Lin Tzu-Hsuan Lin Jocelyn Chanussot GNN 81 5 0 12 Nov 2024
HMIL: Hierarchical Multi-Instance Learning for Fine-Grained Whole Slide Image Classification Cheng Jin Luyang Luo Huangjing Lin Jun Hou Hao Chen 133 4 0 12 Nov 2024
Enhancing Link Prediction with Fuzzy Graph Attention Networks and Dynamic Negative Sampling Jinming Xing Ruilin Xing Chang Xue Dongwen Luo 69 2 0 12 Nov 2024
Variational Graph Contrastive Learning Shifeng Xie Jhony H. Giraldo 58 1 0 11 Nov 2024
Learning Interpretable Network Dynamics via Universal Neural Symbolic Regression Jiao Hu Jiaxu Cui Bo Yang AI4CE 97 0 0 11 Nov 2024
Inductive Graph Few-shot Class Incremental Learning Yongqian Li Peyman Moghadam Can Peng Nan Ye Piotr Koniusz 145 2 0 11 Nov 2024
UniGAD: Unifying Multi-level Graph Anomaly Detection Yiqing Lin Jianheng Tang Chenyi Zi Haihong Zhao Yuan Yao Jia Li 90 2 0 10 Nov 2024
OffLight: An Offline Multi-Agent Reinforcement Learning Framework for Traffic Signal Control Rohit Bokade Xiaoning Jin OffRL 194 0 0 10 Nov 2024
Multistage non-deterministic classification using secondary concept graphs and graph convolutional networks for high-level feature extraction Masoud Kargar Nasim Jelodari Alireza Assadzadeh GNN 64 0 0 09 Nov 2024
A Multimodal Adaptive Graph-based Intelligent Classification Model for Fake News Jun-hao Xu 57 1 0 09 Nov 2024
Cross-Domain Transfer Learning using Attention Latent Features for Multi-Agent Trajectory Prediction Jia Quan Loh Xuewen Luo Fan Ding Hwa Hui Tew Junn Yong Loo Z. Y. Ding Susilawati Susilawati Chee Pin Tan 61 3 0 09 Nov 2024
GFT: Graph Foundation Model with Transferable Tree Vocabulary Zehong Wang Zheyuan Zhang Nitesh Chawla Chuxu Zhang Yanfang Ye 101 20 0 09 Nov 2024
Distributed-Order Fractional Graph Operating Network Kai Zhao Xuhao Li Qiyu Kang Feng Ji Qinxu Ding Yanan Zhao Wenfei Liang Wee Peng Tay GNN 24 2 0 08 Nov 2024
Enhancing Missing Data Imputation through Combined Bipartite Graph and Complete Directed Graph Zhaoyang Zhang Hongtu Zhu Ziqi Chen Yingjie Zhang Hai Shu 103 0 0 07 Nov 2024
Equivariant Graph Attention Networks with Structural Motifs for Predicting Cell Line-Specific Synergistic Drug Combinations Zachary Schwehr GNN 61 0 0 07 Nov 2024
Higher-Order GNNs Meet Efficiency: Sparse Sobolev Graph Neural Networks Jhony H. Giraldo Aref Einizade Andjela Todorovic Jhon A. Castro-Correa Mohsen Badiey T. Bouwmans Fragkiskos D. Malliaros 66 1 0 07 Nov 2024