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Graph Attention Networks

30 October 2017

Papers citing "Graph Attention Networks"

50 / 6,899 papers shown

Title
ProG: A Graph Prompt Learning Benchmark Chenyi Zi Haihong Zhao Xiangguo Sun Yiqing Lin Hong Cheng Jia Li 134 13 0 08 Jun 2024
Online Frequency Scheduling by Learning Parallel Actions Anastasios Giovanidis Mathieu Leconte Sabrine Aroua T. Kvernvik David Sandberg 90 1 0 07 Jun 2024
Learning Divergence Fields for Shift-Robust Graph Representations Qitian Wu Fan Nie Chenxiao Yang Junchi Yan OOD 93 1 0 07 Jun 2024
SpanGNN: Towards Memory-Efficient Graph Neural Networks via Spanning Subgraph Training Xizhi Gu Hongzheng Li Shihong Gao Xinyan Zhang Lei Chen Yingxia Shao GNN 51 0 0 07 Jun 2024
Graph Mining under Data scarcity Appan Rakaraddi Lam Siew-Kei Mahardhika Pratama Marcus Vinícius de Carvalho BDL 82 0 0 07 Jun 2024
PANDORA: Deep graph learning based COVID-19 infection risk level forecasting Shuo Yu Xiwei Xu Yueru Wang Shihao Li F. Febrinanto Madhu Chetty 51 2 0 07 Jun 2024
FLUID-LLM: Learning Computational Fluid Dynamics with Spatiotemporal-aware Large Language Models Max Zhu A. Bazaga Pietro Liò AI4CE 85 3 0 06 Jun 2024
Road Network Representation Learning with the Third Law of Geography Haicang Zhou Weiming Huang Yile Chen Tiantian He Gao Cong Yew-Soon Ong 57 4 0 06 Jun 2024
Flexible ViG: Learning the Self-Saliency for Flexible Object Recognition Yongqi Ding Kunshan Yang Xianlong Tian Kunbin He Lin Zuo Mengmeng Jing 73 1 0 06 Jun 2024
Stock Movement Prediction with Multimodal Stable Fusion via Gated Cross-Attention Mechanism Chang Zong Jian Shao Weiming Lu Yueting Zhuang 89 3 0 06 Jun 2024
PANDA: Expanded Width-Aware Message Passing Beyond Rewiring Jeongwhan Choi Sumin Park Hyowon Wi Sung-Bae Cho Noseong Park GNN 106 2 0 06 Jun 2024
Decision-focused Graph Neural Networks for Combinatorial Optimization Yang Liu Chuan Zhou Peng Zhang Xiaojun Jia Zhao Li Hongyang Chen GNN AI4CE 67 1 0 05 Jun 2024
Combining Graph Neural Network and Mamba to Capture Local and Global Tissue Spatial Relationships in Whole Slide Images Ruiwen Ding Kha-Dinh Luong Erika Rodriguez Ana Cristina Araujo Lemos da Silva William Hsu Mamba 64 3 0 05 Jun 2024
Node-wise Filtering in Graph Neural Networks: A Mixture of Experts Approach Haoyu Han Juanhui Li Wei Huang Xianfeng Tang Hanqing Lu Chen Luo Hui Liu Jiliang Tang 125 8 0 05 Jun 2024
Mind's Eye: Image Recognition by EEG via Multimodal Similarity-Keeping Contrastive Learning Chi-Sheng Chen Chun-Shu Wei 76 10 0 05 Jun 2024
Learning Long Range Dependencies on Graphs via Random Walks Dexiong Chen Till Hendrik Schulz Karsten Borgwardt 86 6 0 05 Jun 2024
Topological Neural Networks go Persistent, Equivariant, and Continuous Yogesh Verma Amauri H Souza Vikas Garg AI4CE 78 6 0 05 Jun 2024
Continual Traffic Forecasting via Mixture of Experts Sanghyun Lee Chanyoung Park CLL 88 4 0 05 Jun 2024
Enhancing the Resilience of Graph Neural Networks to Topological Perturbations in Sparse Graphs Shuqi He Jun Zhuang Ding Wang Luyao Peng Jun Song AAML 81 1 0 05 Jun 2024
Efficient User Sequence Learning for Online Services via Compressed Graph Neural Networks Yucheng Wu Liyue Chen Yu Cheng Shuai Chen Jinyu Xu Leye Wang GNN 108 0 0 05 Jun 2024
GraphAlign: Pretraining One Graph Neural Network on Multiple Graphs via Feature Alignment Zhenyu Hou Haozhan Li Yukuo Cen Jie Tang Yuxiao Dong 90 8 0 05 Jun 2024
Residual Connections and Normalization Can Provably Prevent Oversmoothing in GNNs Michael Scholkemper Xinyi Wu Ali Jadbabaie Michael T. Schaub 221 9 0 05 Jun 2024
Singing Voice Graph Modeling for SingFake Detection Xuanjun Chen Haibin Wu Jyh-Shing Roger Jang Hung-yi Lee 47 11 0 05 Jun 2024
Hyperbolic Benchmarking Unveils Network Topology-Feature Relationship in GNN Performance Roya Aliakbarisani Robert Jankowski M. Á. Serrano Marián Boguná 80 0 0 04 Jun 2024
Temporal Graph Learning Recurrent Neural Network for Traffic Forecasting Sanghyun Lee Chanyoung Park AI4TS 81 0 0 04 Jun 2024
Temporal Graph Rewiring with Expander Graphs Katarina Petrović Shenyang Huang Farimah Poursafaei Petar Velickovic AI4CE 110 4 0 04 Jun 2024
AMOSL: Adaptive Modality-wise Structure Learning in Multi-view Graph Neural Networks For Enhanced Unified Representation Peiyu Liang Hongchang Gao Xubin He 65 0 0 04 Jun 2024
Using Explainable AI for EEG-based Reduced Montage Neonatal Seizure Detection Dinuka Sandun Udayantha Kavindu Weerasinghe Nima Wickramasinghe Akila Abeyratne Kithmin Wickremasinghe J. Wanigasinghe Anjula De Silva Chamira U. S. Edussooriya 69 2 0 04 Jun 2024
Reinforcement Tuning for Detecting Stances and Debunking Rumors Jointly with Large Language Models Ruichao Yang Wei Gao Jing Ma Hongzhan Lin Bo Wang 54 1 0 04 Jun 2024
Graph Adversarial Diffusion Convolution Songtao Liu Jinghui Chen Tianfan Fu Lu Lin Marinka Zitnik Dinghao Wu DiffM 97 1 0 04 Jun 2024
Multimodal Reasoning with Multimodal Knowledge Graph Junlin Lee Yequan Wang Jing Li Min Zhang 98 23 0 04 Jun 2024
What Improves the Generalization of Graph Transformers? A Theoretical Dive into the Self-attention and Positional Encoding Hongkang Li Meng Wang Tengfei Ma Sijia Liu Zaixi Zhang Pin-Yu Chen MLT AI4CE 129 11 0 04 Jun 2024
The Intelligible and Effective Graph Neural Additive Networks Maya Bechler-Speicher Amir Globerson Ran Gilad-Bachrach 84 7 0 03 Jun 2024
Continuous Geometry-Aware Graph Diffusion via Hyperbolic Neural PDE Jiaxu Liu Xinping Yi Sihao Wu Xiangyu Yin Tianle Zhang Xiaowei Huang Shi Jin 88 1 0 03 Jun 2024
Equivariant Machine Learning on Graphs with Nonlinear Spectral Filters Ya-Wei Eileen Lin Ronen Talmon Ron Levie 87 0 0 03 Jun 2024
MultiMax: Sparse and Multi-Modal Attention Learning Yuxuan Zhou Mario Fritz Margret Keuper 125 1 0 03 Jun 2024
Logical Reasoning with Relation Network for Inductive Knowledge Graph Completion Qinggang Zhang Keyu Duan Junnan Dong Pai Zheng Xiao Huang 105 3 0 03 Jun 2024
Topology-Aware Dynamic Reweighting for Distribution Shifts on Graph Weihuang Zheng Jiashuo Liu Jiaxing Li Jiayun Wu Peng Cui Youyong Kong OOD 78 1 0 03 Jun 2024
LLM and GNN are Complementary: Distilling LLM for Multimodal Graph Learning Junjie Xu Zongyu Wu Min Lin Xiang Zhang Suhang Wang 108 18 0 03 Jun 2024
State Space Models on Temporal Graphs: A First-Principles Study Jintang Li Ruofan Wu Xinzhou Jin Boqun Ma Liang Chen Zibin Zheng 116 6 0 03 Jun 2024
Enhancing Fairness in Unsupervised Graph Anomaly Detection through Disentanglement Wenjing Chang Kay Liu Philip S. Yu Jianjun Yu 136 2 0 03 Jun 2024
IENE: Identifying and Extrapolating the Node Environment for Out-of-Distribution Generalization on Graphs Haoran Yang Xiaobing Pei Kai Yuan 113 0 0 02 Jun 2024
GLADformer: A Mixed Perspective for Graph-level Anomaly Detection Fan Xu Nan Wang Hao Wu Xuezhi Wen Dalin Zhang Siyang Lu Binyong Li Wei Gong Hai Wan Xibin Zhao 111 1 0 02 Jun 2024
Graph Neural Network Training Systems: A Performance Comparison of Full-Graph and Mini-Batch Saurabh Bajaj Hui Guan Marco Serafini GNN 94 3 0 01 Jun 2024
GATE: How to Keep Out Intrusive Neighbors Nimrah Mustafa R. Burkholz 121 1 0 01 Jun 2024
Posterior Label Smoothing for Node Classification Jaeseung Heo M. Park Dongwoo Kim UQCV 82 0 0 01 Jun 2024
Anomaly Detection in Dynamic Graphs: A Comprehensive Survey Ocheme Anthony Ekle William Eberle AI4TS 100 11 0 31 May 2024
Graph External Attention Enhanced Transformer Jianqing Liang Min Chen Jiye Liang 85 2 0 31 May 2024
Towards Spoken Language Understanding via Multi-level Multi-grained Contrastive Learning Xuxin Cheng Wanshi Xu Zhihong Zhu Hongxiang Li Yuexian Zou 108 13 0 31 May 2024
Learning on Large Graphs using Intersecting Communities Ben Finkelshtein .Ismail .Ilkan Ceylan Michael M. Bronstein Ron Levie GNN 79 6 0 31 May 2024