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Graph Attention Networks

30 October 2017

Papers citing "Graph Attention Networks"

50 / 6,901 papers shown

Title
Sequential Signal Mixing Aggregation for Message Passing Graph Neural Networks Mitchell Keren Taraday Almog David Chaim Baskin 70 1 0 28 Sep 2024
Epidemiology-Aware Neural ODE with Continuous Disease Transmission Graph Guancheng Wan Zewen Liu Max S. Y. Lau B. A. Prakash Wei Jin 141 11 0 28 Sep 2024
Multi-modal Cross-domain Self-supervised Pre-training for fMRI and EEG Fusion Xinxu Wei K. Zhao Yong Jiao Nancy B. Carlisle Hua Xie Gregory A. Fonzo Yu Zhang 50 3 0 27 Sep 2024
Range-aware Positional Encoding via High-order Pretraining: Theory and Practice Viet Anh Nguyen Nhat-Khang Ngô Truong-Son Hy AI4CE 65 0 0 27 Sep 2024
Deep Heterogeneous Contrastive Hyper-Graph Learning for In-the-Wild Context-Aware Human Activity Recognition Wen Ge Guanyi Mou Emmanuel O. Agu Kyumin Lee HAI BDL 62 6 0 27 Sep 2024
Latent Representation Learning for Multimodal Brain Activity Translation Arman Afrasiyabi Dhananjay Bhaskar E. L. Busch Laurent Caplette Rahul Singh Guillaume Lajoie Nicholas B. Turk-Browne Smita Krishnaswamy Mamba 43 2 0 27 Sep 2024
Positional Encoder Graph Quantile Neural Networks for Geographic Data William E. R. de Amorim Scott A. Sisson Thaís Rodrigues David J. Nott G. S. Rodrigues 181 0 0 27 Sep 2024
Causality-based Subject and Task Fingerprints using fMRI Time-series Data Dachuan Song Li Shen D. Duong-Tran Xuan Wang 33 2 0 26 Sep 2024
Supra-Laplacian Encoding for Transformer on Dynamic Graphs Yannis Karmim Marc Lafon Raphael Fournier SÑiehotta Nicolas Thome 59 3 0 26 Sep 2024
Convolutional Signal Propagation: A Simple Scalable Algorithm for Hypergraphs Pavel Procházka Marek Dědič Lukáš Bajer GNN 50 0 0 26 Sep 2024
On the Impact of Feature Heterophily on Link Prediction with Graph Neural Networks Jiong Zhu Gaotang Li Yao-An Yang Jing Zhu Xuehao Cui Danai Koutra 75 4 0 26 Sep 2024
AgMTR: Agent Mining Transformer for Few-shot Segmentation in Remote Sensing Hanbo Bi Yingchao Feng Yongqiang Mao Jianning Pei Wenhui Diao Hongqi Wang Xian Sun ViT 99 6 0 26 Sep 2024
Canonical Representation and Force-Based Pretraining of 3D Tactile for Dexterous Visuo-Tactile Policy Learning Tianhao Wu Jinzhou Li Jiyao Zhang Mingdong Wu Hao Dong SSL 119 8 0 26 Sep 2024
Data-driven Probabilistic Trajectory Learning with High Temporal Resolution in Terminal Airspace Jun Xiang Jun Chen 38 1 0 25 Sep 2024
Erase then Rectify: A Training-Free Parameter Editing Approach for Cost-Effective Graph Unlearning Zhe-Rui Yang Jindong Han Chang-Dong Wang Hao Liu MU 46 2 0 25 Sep 2024
Creating Healthy Friction: Determining Stakeholder Requirements of Job Recommendation Explanations Roan Schellingerhout Francesco Barile Nava Tintarev 100 1 0 24 Sep 2024
Intention-based and Risk-Aware Trajectory Prediction for Autonomous Driving in Complex Traffic Scenarios Wen Wei Jiankun Wang 64 0 0 24 Sep 2024
Dumpling GNN: Hybrid GNN Enables Better ADC Payload Activity Prediction Based on Chemical Structure Shengjie Xu Lingxi Xie 59 1 0 23 Sep 2024
GATher: Graph Attention Based Predictions of Gene-Disease Links David Narganes-Carlon Anniek Myatt Mani Mudaliar Daniel J. Crowther 71 0 0 23 Sep 2024
FastGL: A GPU-Efficient Framework for Accelerating Sampling-Based GNN Training at Large Scale Zeyu Zhu Peisong Wang Qinghao Hu Gang Li Xiaoyao Liang Jian Cheng GNN 65 2 0 23 Sep 2024
Dual Stream Graph Transformer Fusion Networks for Enhanced Brain Decoding Lucas Goene Siamak Mehrkanoon 56 0 0 23 Sep 2024
Graph Network Models To Detect Illicit Transactions In Block Chain Hrushyang Adloori Vaishnavi Dasanapu Abhijith Chandra Mergu GNN 59 0 0 23 Sep 2024
Robust Training Objectives Improve Embedding-based Retrieval in Industrial Recommendation Systems Matthew Kolodner Mingxuan Ju Zihao Fan Tong Zhao Elham Ghazizadeh Yan Wu Neil Shah Yozen Liu 83 4 0 23 Sep 2024
TabGraphs: A Benchmark and Strong Baselines for Learning on Graphs with Tabular Node Features Gleb Bazhenov Oleg Platonov Liudmila Prokhorenkova LMTD 63 1 0 22 Sep 2024
Diagnosis and Pathogenic Analysis of Autism Spectrum Disorder Using Fused Brain Connection Graph Lu Wei Yi Huang Guosheng Yin Fode Zhang Manxue Zhang Bin Liu 18 0 0 22 Sep 2024
MSDet: Receptive Field Enhanced Multiscale Detection for Tiny Pulmonary Nodule Guohui Cai Ying Cai Zeyu Zhang Daji Ergu Yuanzhouhan Cao ... Zhibin Liao Binbin Hu Zhinbin Liao Yang Zhao Ying Cai 104 12 0 21 Sep 2024
Boolean Product Graph Neural Networks Ziyan Wang Bin Liu Ling Xiang 98 0 0 21 Sep 2024
Brain-Cognition Fingerprinting via Graph-GCCA with Contrastive Learning Yixin Wang Wei Peng Yu Zhang Ehsan Adeli Qingyu Zhao K. Pohl 60 0 0 20 Sep 2024
Learning to Simulate Aerosol Dynamics with Graph Neural Networks Fabiana Ferracina Payton Beeler M. Halappanavar Bala Krishnamoorthy Marco Minutoli Laura Fierce 36 0 0 20 Sep 2024
GAProtoNet: A Multi-head Graph Attention-based Prototypical Network for Interpretable Text Classification Ximing Wen Wenjuan Tan Rosina O. Weber 89 2 0 20 Sep 2024
Autonomous Driving at Unsignalized Intersections: A Review of Decision-Making Challenges and Reinforcement Learning-Based Solutions Mohammad K. Al-Sharman Luc Edes Bert Sun Vishal Jayakumar Mohamed A. Daoud Derek Rayside W. Melek 72 2 0 20 Sep 2024
Learning to Compare Hardware Designs for High-Level Synthesis Yunsheng Bai Atefeh Sohrabizadeh Zijian Ding Rongjian Liang Weikai Li Ding Wang Haoxing Ren Yizhou Sun Jason Cong 215 2 0 20 Sep 2024
PRAGA: Prototype-aware Graph Adaptive Aggregation for Spatial Multi-modal Omics Analysis Xinlei Huang Zhiqi Ma Dian Meng Yanran Liu Shiwei Ruan Qingqiang Sun Xubin Zheng Ziyue Qiao 97 7 0 19 Sep 2024
Hybrid Ensemble Deep Graph Temporal Clustering for Spatiotemporal Data Francis Ndikum Nji Omar Faruque Mostafa Cham Janeja Vandana Jianwu Wang 48 0 0 19 Sep 2024
Multi-View Adaptive Contrastive Learning for Information Retrieval Based Fault Localization Chunying Zhou Xiaoyuan Xie Gong Chen Peng He Bing Li 21 0 0 19 Sep 2024
Multi-Grid Graph Neural Networks with Self-Attention for Computational Mechanics Paul Garnier J. Viquerat E. Hachem AI4CE 46 1 0 18 Sep 2024
Graph Neural Network-State Predictive Information Bottleneck (GNN-SPIB) approach for learning molecular thermodynamics and kinetics Ziyue Zou Dedi Wang P. Tiwary AI4CE 32 1 0 18 Sep 2024
PieClam: A Universal Graph Autoencoder Based on Overlapping Inclusive and Exclusive Communities Daniel Zilberg Ron Levie 61 0 0 18 Sep 2024
Retinal Vessel Segmentation with Deep Graph and Capsule Reasoning Xinxu Wei Xi Lin Haiyun Liu Shixuan Zhao Yongjie Li 53 0 0 17 Sep 2024
Preventing Representational Rank Collapse in MPNNs by Splitting the Computational Graph Andreas Roth Franka Bause Nils M. Kriege Thomas Liebig 78 4 0 17 Sep 2024
Uncertainty and Prediction Quality Estimation for Semantic Segmentation via Graph Neural Networks Edgar Heinert Stephan Tilgner Timo Palm Matthias Rottmann UQCV 102 0 0 17 Sep 2024
Can Graph Reordering Speed Up Graph Neural Network Training? An Experimental Study Nikolai Merkel Pierre Toussing R. Mayer Hans-Arno Jacobsen GNN 117 3 0 17 Sep 2024
Contrasformer: A Brain Network Contrastive Transformer for Neurodegenerative Condition Identification Jiaxing Xu Kai He Mengcheng Lan Qingtian Bian Wei Li Tieying Li Yiping Ke Miao Qiao MedIm 124 4 0 17 Sep 2024
Sparks of Artificial General Intelligence(AGI) in Semiconductor Material Science: Early Explorations into the Next Frontier of Generative AI-Assisted Electron Micrograph Analysis Sakhinana Sagar Srinivas Geethan Sannidhi Sreeja Gangasani Chidaksh Ravuru Venkataramana Runkana 94 0 0 17 Sep 2024
American Sign Language to Text Translation using Transformer and Seq2Seq with LSTM Gregorius Guntur Sunardi Putra Adifa Widyadhani Chanda D’Layla Dimas Wahono R. Sarno Agus Tri Haryono VLM SLR 79 0 0 17 Sep 2024
MGSA: Multi-Granularity Graph Structure Attention for Knowledge Graph-to-Text Generation Shanshan Wang C. Zhang Ning Zhang 64 0 0 16 Sep 2024
Deep Graph Anomaly Detection: A Survey and New Perspectives Hezhe Qiao Hanghang Tong Bo An Irwin King Charu Aggarwal Guansong Pang 85 8 0 16 Sep 2024
Flexible Diffusion Scopes with Parameterized Laplacian for Heterophilic Graph Learning Qincheng Lu Jiaqi Zhu Sitao Luan Xiao-Wen Chang 80 3 0 15 Sep 2024
GFlowNet Pretraining with Inexpensive Rewards Mohit Pandey G. Subbaraj Emmanuel Bengio AI4CE 102 4 0 15 Sep 2024
Predicting building types and functions at transnational scale Jonas Fill Michael Eichelbeck Michael Ebner 61 0 0 15 Sep 2024