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Graph Attention Networks

30 October 2017

Papers citing "Graph Attention Networks"

50 / 6,901 papers shown

Title
Improving Critical Node Detection Using Neural Network-based Initialization in a Genetic Algorithm Chanjuan Liu Shike Ge Zhihan Chen Wenbin Pei Enqiang Zhu Yi Mei H. Ishibuchi 40 0 0 01 Feb 2024
What Does the Bot Say? Opportunities and Risks of Large Language Models in Social Media Bot Detection Shangbin Feng Herun Wan Ningnan Wang Zhaoxuan Tan Minnan Luo Yulia Tsvetkov AAML DeLMO 95 17 0 01 Feb 2024
Attention-based Dynamic Multilayer Graph Neural Networks for Loan Default Prediction Sahab Zandi Kamesh Korangi María Óskarsdóttir Christophe Mues Cristián Bravo 53 6 0 01 Feb 2024
CONCORD: Towards a DSL for Configurable Graph Code Representation M. Saad Tushar Sharma 117 2 0 31 Jan 2024
Attention Graph for Multi-Robot Social Navigation with Deep Reinforcement Learning Erwan Escudie L. Matignon Jacques Saraydaryan 100 5 0 31 Jan 2024
A Cross-View Hierarchical Graph Learning Hypernetwork for Skill Demand-Supply Joint Prediction Wenshuo Chao Zhaopeng Qiu Likang Wu Zhuoning Guo Zhi Zheng Hengshu Zhu Hao Liu 116 5 0 31 Jan 2024
Graph Transformers without Positional Encodings Ayush Garg 89 0 0 31 Jan 2024
PF-GNN: Differentiable particle filtering based approximation of universal graph representations Mohammed Haroon Dupty Yanfei Dong W. Lee 75 13 0 31 Jan 2024
LaneGraph2Seq: Lane Topology Extraction with Language Model via Vertex-Edge Encoding and Connectivity Enhancement Renyuan Peng Xinyue Cai Hang Xu Jiachen Lu Feng Wen Wei Zhang Li Zhang 87 4 0 31 Jan 2024
Graph Contrastive Learning with Cohesive Subgraph Awareness Yucheng Wu Leye Wang Xiao Han Han-Jia Ye 60 4 0 31 Jan 2024
PipeNet: Question Answering with Semantic Pruning over Knowledge Graphs Ying Su Jipeng Zhang Yangqiu Song Tong Zhang 62 1 0 31 Jan 2024
Two Heads Are Better Than One: Integrating Knowledge from Knowledge Graphs and Large Language Models for Entity Alignment Linyao Yang Hongyang Chen Tianlin Li Jing Yang Fei-Yue Wang Han Liu 87 6 0 30 Jan 2024
Online Algorithm for Node Feature Forecasting in Temporal Graphs Aniq Ur Rahman J. Coon 51 1 0 30 Jan 2024
GPS: Graph Contrastive Learning via Multi-scale Augmented Views from Adversarial Pooling Wei Ju Yiyang Gu Zhengyan Mao Ziyue Qiao Yifang Qin Xiao Luo Hui Xiong Ming Zhang SSL 91 10 0 29 Jan 2024
Spatio-Temporal Attention Graph Neural Network for Remaining Useful Life Prediction Zhixin Huang Yujiang He Bernhard Sick 23 2 0 29 Jan 2024
OntoMedRec: Logically-Pretrained Model-Agnostic Ontology Encoders for Medication Recommendation Weicong Tan Weiqing Wang Xin Zhou Wray Buntine Gordon Bingham Hongzhi Yin 80 2 0 29 Jan 2024
Hyperedge Interaction-aware Hypergraph Neural Network Rongping Ye Xiaobing Pei Haoran Yang Ruiqi Wang GNN 50 1 0 28 Jan 2024
DGNN: Decoupled Graph Neural Networks with Structural Consistency between Attribute and Graph Embedding Representations Jinlu Wang Jipeng Guo Yanfeng Sun Junbin Gao Shaofan Wang Yachao Yang Baocai Yin AI4CE 76 2 0 28 Jan 2024
Improving Expressive Power of Spectral Graph Neural Networks with Eigenvalue Correction Kangkang Lu Yanhua Yu Hao Fei Xuan Li Zixuan Yang Zirui Guo Meiyu Liang Mengran Yin Tat-Seng Chua 134 4 0 28 Jan 2024
Towards Causal Classification: A Comprehensive Study on Graph Neural Networks Simi Job Xiaohui Tao Taotao Cai Lin Li Haoran Xie Jianming Yong CML 72 1 0 27 Jan 2024
Pre-training and Diagnosing Knowledge Base Completion Models Vid Kocijan Myeongjun Jang Thomas Lukasiewicz 75 0 0 27 Jan 2024
FaKnow: A Unified Library for Fake News Detection Yiyuan Zhu Yongjun Li Jialiang Wang Ming Gao Jiali Wei 90 0 0 27 Jan 2024
LegalDuet: Learning Fine-grained Representations for Legal Judgment Prediction via a Dual-View Contrastive Learning Pengjie Liu Xin Dai Zhenghao Liu Huiyuan Xie Xiaoyuan Yi Yu Gu Yukun Yan Liner Yang Shuang-Hua Yang Ge Yu AILaw ELM 112 0 0 27 Jan 2024
Cross-Space Adaptive Filter: Integrating Graph Topology and Node Attributes for Alleviating the Over-smoothing Problem Chen Huang Haoyang Li Yifan Zhang Wenqiang Lei Jiancheng Lv 80 4 0 26 Jan 2024
FairSample: Training Fair and Accurate Graph Convolutional Neural Networks Efficiently Zicun Cong Baoxu Shi Shan Li Jaewon Yang Qi He Jian Pei 124 5 0 26 Jan 2024
PepGB: Facilitating peptide drug discovery via graph neural networks Yipin Lei Xu Wang Meng Fang Han Li Xiang Li Jianyang Zeng 63 2 0 26 Jan 2024
Design Your Own Universe: A Physics-Informed Agnostic Method for Enhancing Graph Neural Networks Dai Shi Andi Han Lequan Lin Yi Guo Zhiyong Wang Junbin Gao 67 9 0 26 Jan 2024
A Systematic Literature Review on Explainability for Machine/Deep Learning-based Software Engineering Research Sicong Cao Xiaobing Sun Ratnadira Widyasari David Lo Xiaoxue Wu ... Jiale Zhang Bin Li Wei Liu Di Wu Yixin Chen 143 8 0 26 Jan 2024
How Can Large Language Models Understand Spatial-Temporal Data? Lei Liu Shuo Yu Runze Wang Zhenxun Ma Yanming Shen AI4TS 69 27 0 25 Jan 2024
Alleviating Structural Distribution Shift in Graph Anomaly Detection Yuan Gao Xiang Wang Xiangnan He Zhenguang Liu Huamin Feng Yongdong Zhang 87 65 0 25 Jan 2024
Choosing a Classical Planner with Graph Neural Networks Jana Vatter R. Mayer Hans-Arno Jacobsen Horst Samulowitz Michael Katz 42 0 0 25 Jan 2024
A Survey of Deep Learning and Foundation Models for Time Series Forecasting John A. Miller Mohammed Aldosari Farah Saeed Nasid Habib Barna Subas Rana I. Arpinar Ninghao Liu AI4TS AI4CE 111 22 0 25 Jan 2024
Edge Conditional Node Update Graph Neural Network for Multi-variate Time Series Anomaly Detection H. Jo Seong-Whan Lee 71 2 0 25 Jan 2024
LPNL: Scalable Link Prediction with Large Language Models Baolong Bi Shenghua Liu Yiwei Wang Lingrui Mei Xueqi Cheng LRM 86 6 0 24 Jan 2024
Topology-aware Embedding Memory for Continual Learning on Expanding Networks Xikun Zhang Dongjin Song Yixin Chen Dacheng Tao 86 5 0 24 Jan 2024
EMP: Effective Multidimensional Persistence for Graph Representation Learning I. Segovia-Dominguez Yuzhou Chen Cüneyt Gürcan Akçora Zhiwei Zhen Murat Kantarcioglu Yulia R. Gel Baris Coskunuzer 85 4 0 24 Jan 2024
Time-Aware Knowledge Representations of Dynamic Objects with Multidimensional Persistence Baris Coskunuzer I. Segovia-Dominguez Yuzhou Chen Yulia R. Gel AI4TS 54 5 0 24 Jan 2024
DeepRicci: Self-supervised Graph Structure-Feature Co-Refinement for Alleviating Over-squashing Li Sun Zhenhao Huang Hua Wu Junda Ye Hao Peng Zhengtao Yu Philip S. Yu 65 12 0 23 Jan 2024
Generating Zero-shot Abstractive Explanations for Rumour Verification I. Bilal Preslav Nakov Rob Procter Maria Liakata 50 0 0 23 Jan 2024
Graph Contrastive Invariant Learning from the Causal Perspective Yanhu Mo Xiao Wang Shaohua Fan Chuan Shi 80 14 0 23 Jan 2024
Tensor-view Topological Graph Neural Network Tao Wen Elynn Chen Yuzhou Chen 127 10 0 22 Jan 2024
Synergizing Machine Learning & Symbolic Methods: A Survey on Hybrid Approaches to Natural Language Processing Rrubaa Panchendrarajan A. Zubiaga 81 10 0 22 Jan 2024
Learning to Approximate Adaptive Kernel Convolution on Graphs Jaeyoon Sim Sooyeon Jeon Injun Choi Guorong Wu Won Hwa Kim 76 3 0 22 Jan 2024
Full-Body Motion Reconstruction with Sparse Sensing from Graph Perspective Feiyu Yao Zongkai Wu Li Yi 3DH 74 1 0 22 Jan 2024
LightDiC: A Simple yet Effective Approach for Large-scale Digraph Representation Learning Miao Hu Meihao Liao Zhengyu Wu Daohan Su Wentao Zhang Ronghua Li Guoren Wang AI4CE 89 8 0 22 Jan 2024
Towards Effective and General Graph Unlearning via Mutual Evolution Miao Hu Yulin Zhao Zhengyu Wu Wentao Zhang Ronghua Li Guoren Wang MU 115 18 0 22 Jan 2024
FedGTA: Topology-aware Averaging for Federated Graph Learning Miao Hu Zhengyu Wu Wentao Zhang Yinlin Zhu Ronghua Li Guoren Wang FedML 108 21 0 22 Jan 2024
AdaFGL: A New Paradigm for Federated Node Classification with Topology Heterogeneity Miao Hu Zhengyu Wu Wentao Zhang Henan Sun Ronghua Li Guoren Wang FedML 109 11 0 22 Jan 2024
Memory-Efficient Prompt Tuning for Incremental Histopathology Classification Yu Zhu Kang Li Lequan Yu Pheng-Ann Heng VLM 69 0 0 22 Jan 2024
Graph Edits for Counterfactual Explanations: A comparative study Angeliki Dimitriou Nikolaos Chaidos Maria Lymperaiou Giorgos Stamou BDL 69 0 0 21 Jan 2024