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Graph Attention Networks

30 October 2017

Papers citing "Graph Attention Networks"

50 / 6,901 papers shown

Title
Normalized Space Alignment: A Versatile Metric for Representation Analysis Danish Ebadulla Aditya Gulati Ambuj Singh 417 0 0 07 Nov 2024
GPT-Guided Monte Carlo Tree Search for Symbolic Regression in Financial Fraud Detection Prashank Kadam 34 1 0 07 Nov 2024
Enhancing Financial Fraud Detection with Human-in-the-Loop Feedback and Feedback Propagation Prashank Kadam 97 0 0 07 Nov 2024
Financial Fraud Detection using Jump-Attentive Graph Neural Networks Prashank Kadam GNN 54 1 0 07 Nov 2024
GaGSL: Global-augmented Graph Structure Learning via Graph Information Bottleneck Shuangjie Li Jiangqing Song Baoming Zhang Gaoli Ruan Junyuan Xie Chongjun Wang 72 1 0 07 Nov 2024
ComFairGNN: Community Fair Graph Neural Network Yonas Sium Qi Li 149 0 0 07 Nov 2024
Equivariant Graph Network Approximations of High-Degree Polynomials for Force Field Prediction Zhao Xu Haiyang Yu Montgomery Bohde Shuiwang Ji 87 2 0 06 Nov 2024
Assessing and Enhancing Graph Neural Networks for Combinatorial Optimization: Novel Approaches and Application in Maximum Independent Set Problems Chenchuhui Hu 71 0 0 06 Nov 2024
UnityGraph: Unified Learning of Spatio-temporal features for Multi-person Motion Prediction Kehua Qu Rui Ding Jin Tang 3DH 84 0 0 06 Nov 2024
Relation Learning and Aggregate-attention for Multi-person Motion Prediction Kehua Qu Rui Ding Jin Tang 3DH 127 0 0 06 Nov 2024
Can Graph Neural Networks Expose Training Data Properties? An Efficient Risk Assessment Approach Hanyang Yuan Jiarong Xu Renhong Huang Mingli Song Chunping Wang Yang Yang AAML 101 1 0 06 Nov 2024
SEGMN: A Structure-Enhanced Graph Matching Network for Graph Similarity Learning Wenjun Wang Jiacheng Lu Kejia Chen Zheng Liu Shilong Sang 28 0 0 06 Nov 2024
Reconsidering the Performance of GAE in Link Prediction Weishuo Ma Yanbo Wang Xiang Wang Muhan Zhang 95 1 0 06 Nov 2024
Two-Stage Pretraining for Molecular Property Prediction in the Wild Kevin Tirta Wijaya Minghao Guo Michael Sun Hans-Peter Seidel Wojciech Matusik Vahid Babaei AI4CE 67 0 0 05 Nov 2024
Beyond Grid Data: Exploring Graph Neural Networks for Earth Observation Shan Zhao Zhaiyu Chen Zhitong Xiong Yilei Shi Sudipan Saha Xiao Xiang Zhu AI4CE 86 5 0 05 Nov 2024
DA-MoE: Addressing Depth-Sensitivity in Graph-Level Analysis through Mixture of Experts Zelin Yao Chuang Liu Xianke Meng Yibing Zhan Hongzhi Zhang Shirui Pan Wenbin Hu 66 2 0 05 Nov 2024
SurfGNN: A robust surface-based prediction model with interpretability for coactivation maps of spatial and cortical features Zhuoshuo Li Jiong Zhang Youbing Zeng Jiaying Lin Dan Zhang Jianjia Zhang Duan Xu H. Kim Bingguang Liu Mengting Liu 58 0 0 05 Nov 2024
DM4Steal: Diffusion Model For Link Stealing Attack On Graph Neural Networks Jinyin Chen Haonan Ma Haibin Zheng DiffM AAML 57 0 0 05 Nov 2024
Winemaking: Extracting Essential Insights for Efficient Threat Detection in Audit Logs Weiheng Wu Wei Qiao Wenhao Yan Bo-Sian Jiang Yuling Liu Baoxu Liu Zhigang Lu JunRong Liu 58 0 0 05 Nov 2024
Enhancing Graph Neural Networks in Large-scale Traffic Incident Analysis with Concurrency Hypothesis Xiwen Chen Sayed Pedram Haeri Boroujeni Xin Shu Huayu Li Abolfazl Razi GNN 91 1 0 04 Nov 2024
Against Multifaceted Graph Heterogeneity via Asymmetric Federated Prompt Learning Zhuoning Guo Ruiqian Han Hao Liu FedML 100 0 0 04 Nov 2024
UnSegMedGAT: Unsupervised Medical Image Segmentation using Graph Attention Networks Clustering A. M. Adityaja Saurabh J. Shigwan Nitin Kumar MedIm 87 1 0 04 Nov 2024
HACD: Harnessing Attribute Semantics and Mesoscopic Structure for Community Detection Anran Zhang Xingfen Wang Yuhan Zhao 72 1 0 04 Nov 2024
High-Pass Graph Convolutional Network for Enhanced Anomaly Detection: A Novel Approach Shelei Li Yong Chai Tan Tai Vincent 70 0 0 04 Nov 2024
GraphXAIN: Narratives to Explain Graph Neural Networks Mateusz Cedro David Martens 156 0 0 04 Nov 2024
Guiding Genetic Programming with Graph Neural Networks Piotr Wyrwiński Krzysztof Krawiec 52 0 0 03 Nov 2024
Customized Subgraph Selection and Encoding for Drug-drug Interaction Prediction Haotong Du Quanming Yao Juzheng Zhang Yong Liu Zhen Wang 77 3 0 03 Nov 2024
SPARC: Spectral Architectures Tackling the Cold-Start Problem in Graph Learning Yahel Jacobs Reut Dayan Uri Shaham 229 0 0 03 Nov 2024
Multi-Channel Hypergraph Contrastive Learning for Matrix Completion Xiang Li Changsheng Shui Yanwei Yu Chao Huang Zhongying Zhao Junyu Dong 122 0 0 02 Nov 2024
Negative-Free Self-Supervised Gaussian Embedding of Graphs Yunhui Liu Tieke He Tao Zheng Jianhua Zhao SSL 89 2 0 02 Nov 2024
Explainable Spatio-Temporal GCNNs for Irregular Multivariate Time Series: Architecture and Application to ICU Patient Data Óscar Escudero-Arnanz C. Soguero-Ruíz Antonio G. Marques AI4TS 65 1 0 01 Nov 2024
Rethinking Node Representation Interpretation through Relation Coherence Ying-Chun Lin Jennifer Neville Cassiano Becker Purvanshi Metha Nabiha Asghar Vipul Agarwal 56 0 0 01 Nov 2024
Graph Neural Networks for Financial Fraud Detection: A Review Dawei Cheng Yao Zou Sheng Xiang Changjun Jiang AI4TS 82 13 0 01 Nov 2024
MBExplainer: Multilevel bandit-based explanations for downstream models with augmented graph embeddings Ashkan Golgoon Ryan Franks Khashayar Filom Arjun Ravi Kannan 107 0 0 01 Nov 2024
Topology-Aware Graph Augmentation for Predicting Clinical Trajectories in Neurocognitive Disorders Qianqian Wang Wei Wang Yuqi Fang Hong-Jun Li Andrea Bozoki Mingxia Liu MedIm 64 0 0 31 Oct 2024
Enhancing Chess Reinforcement Learning with Graph Representation Tomas Rigaux H. Kashima GNN 65 0 0 31 Oct 2024
Exploring Consistency in Graph Representations:from Graph Kernels to Graph Neural Networks Xuyuan Liu Yinghao Cai Qihui Yang Yujun Yan 87 1 0 31 Oct 2024
Towards Dynamic Message Passing on Graphs Junshu Sun Chenxue Yang Xiangyang Ji Qingming Huang Shuhui Wang 85 1 0 31 Oct 2024
LLaMo: Large Language Model-based Molecular Graph Assistant Jinyoung Park Minseong Bae Dohwan Ko Hyunwoo J. Kim 103 3 0 31 Oct 2024
ProTransformer: Robustify Transformers via Plug-and-Play Paradigm Zhichao Hou Weizhi Gao Yuchen Shen Feiyi Wang Xiaorui Liu VLM 70 2 0 30 Oct 2024
Beyond Ontology in Dialogue State Tracking for Goal-Oriented Chatbot Sejin Lee Dongha Kim Min Song 128 0 0 30 Oct 2024
Extralonger: Toward a Unified Perspective of Spatial-Temporal Factors for Extra-Long-Term Traffic Forecasting Zhiwei Zhang Shaojun E Fandong Meng Jie Zhou Wenjuan Han 64 1 0 30 Oct 2024
PV-VTT: A Privacy-Centric Dataset for Mission-Specific Anomaly Detection and Natural Language Interpretation Ryozo Masukawa Sanggeon Yun Yoshiki Yamaguchi Mohsen Imani 75 1 0 30 Oct 2024
Hypergraph-based multi-scale spatio-temporal graph convolution network for Time-Series anomaly detection Hongyi Xu AI4TS 27 1 0 29 Oct 2024
Scalable Message Passing Neural Networks: No Need for Attention in Large Graph Representation Learning Haitz Sáez de Ocáriz Borde Artem Lukoianov Anastasis Kratsios Michael M. Bronstein Xiaowen Dong GNN 73 2 0 29 Oct 2024
InLINE: Inner-Layer Information Exchange for Multi-task Learning on Heterogeneous Graphs Xinyue Feng Jinquan Hang Yuequn Zhang Haotian Wang Desheng Zhang Guang Wang 126 0 0 29 Oct 2024
Reliable and Compact Graph Fine-tuning via GraphSparse Prompting Bo Jiang Hao Wu Beibei Wang Jin Tang Bin Luo 75 0 0 29 Oct 2024
Synergizing LLM Agents and Knowledge Graph for Socioeconomic Prediction in LBSN Zhilun Zhou Jingyang Fan Yu Liu Fengli Xu Depeng Jin Yong Li 47 1 0 29 Oct 2024
A Hierarchical Language Model For Interpretable Graph Reasoning Sambhav Khurana Xiner Li Shurui Gui Shuiwang Ji LRM 120 0 0 29 Oct 2024
Graph Sparsification for Enhanced Conformal Prediction in Graph Neural Networks Yuntian He Pranav Maneriker Anutam Srinivasan Aditya T. Vadlamani Srinivasan Parthasarathy 73 0 0 28 Oct 2024