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Graph Attention Networks

30 October 2017

Papers citing "Graph Attention Networks"

50 / 6,901 papers shown

Title
Hyper-Relational Knowledge Graph Neural Network for Next POI Jixiao Zhang Yongkang Li Ruotong Zou Jingyuan Zhang Z. Fan Xuan Song 35 2 0 28 Nov 2023
PyTorch Geometric High Order: A Unified Library for High Order Graph Neural Network Xiyuan Wang Muhan Zhang AI4CE 49 3 0 28 Nov 2023
LasTGL: An Industrial Framework for Large-Scale Temporal Graph Learning Jintang Li Jiawang Dan Ruofan Wu Jing Zhou Sheng Tian ... Changhua Meng Weiqiang Wang Yuchang Zhu Liang Chen Zibin Zheng AI4CE 83 0 0 28 Nov 2023
Graph Prompt Learning: A Comprehensive Survey and Beyond Xiangguo Sun Jiawen Zhang Xixi Wu Hong Cheng Yun Xiong Jia Li 108 58 0 28 Nov 2023
MultiGPrompt for Multi-Task Pre-Training and Prompting on Graphs Xingtong Yu Chang Zhou Yuan Fang Xinming Zhang 109 38 0 28 Nov 2023
A Graph Neural Network-Based QUBO-Formulated Hamiltonian-Inspired Loss Function for Combinatorial Optimization using Reinforcement Learning Redwan Ahmed Rizvee Raheeb Hassan Md. Mosaddek Khan 55 0 0 27 Nov 2023
Interactive Autonomous Navigation with Internal State Inference and Interactivity Estimation Jiachen Li David Isele Kanghoon Lee Jinkyoo Park K. Fujimura Mykel J. Kochenderfer 96 8 0 27 Nov 2023
MeshGPT: Generating Triangle Meshes with Decoder-Only Transformers Yawar Siddiqui A. Alliegro Alexey Artemov Tatiana Tommasi Daniele Sirigatti Vladislav Rosov Angela Dai Matthias Nießner 68 132 0 27 Nov 2023
Learning Section Weights for Multi-Label Document Classification Maziar Moradi Fard Paula Sorolla Bayod Kiomars Motarjem Mohammad Alian Nejadi S. Akhondi Camilo Thorne 110 0 0 26 Nov 2023
Generalized Graph Prompt: Toward a Unification of Pre-Training and Downstream Tasks on Graphs Xingtong Yu Zhenghao Liu Yuan Fang Zemin Liu Sihong Chen Xinming Zhang 127 31 0 26 Nov 2023
Accurate and interpretable drug-drug interaction prediction enabled by knowledge subgraph learning Yaqing Wang Zaifei Yang Quanming Yao 73 22 0 25 Nov 2023
Exploring Causal Learning through Graph Neural Networks: An In-depth Review Simi Job Xiaohui Tao Taotao Cai Haoran Xie Lin Li Jianming Yong Qing Li CML AI4CE 81 5 0 25 Nov 2023
Robust Graph Neural Networks via Unbiased Aggregation Ruiqi Feng Zhichao Hou Hanyu Wang Xiaorui Liu 88 0 0 25 Nov 2023
Parkinson's Disease Classification Using Contrastive Graph Cross-View Learning with Multimodal Fusion of SPECT Images and Clinical Features Jun-En Ding Chien-Chin Hsu Feng Liu 96 4 0 25 Nov 2023
HongTu: Scalable Full-Graph GNN Training on Multiple GPUs (via communication-optimized CPU data offloading) Qiange Wang Yao Chen Weng-Fai Wong Bingsheng He GNN 56 11 0 25 Nov 2023
Advancing Fluid-Based Thermal Management Systems Design: Leveraging Graph Neural Networks for Graph Regression and Efficient Enumeration Reduction Saeid Bayat N. Shahmansouri Satya RT Peddada Alex Tessier Adrian Butscher James T. Allison 15 1 0 24 Nov 2023
Effective Structural Encodings via Local Curvature Profiles Lukas Fesser Melanie Weber 85 3 0 24 Nov 2023
BHGNN-RT: Network embedding for directed heterogeneous graphs Xiyang Sun F. Komaki 77 1 0 24 Nov 2023
Cycle Invariant Positional Encoding for Graph Representation Learning Zuoyu Yan Teng Ma Liangcai Gao Zhi Tang Chao Chen Yusu Wang 73 6 0 24 Nov 2023
AdaMedGraph: Adaboosting Graph Neural Networks for Personalized Medicine Jie Lian Xufang Luo Caihua Shan Dongqi Han V. Vardhanabhuti Dongsheng Li 58 0 0 24 Nov 2023
Large Language Models as Topological Structure Enhancers for Text-Attributed Graphs Shengyin Sun Yuxiang Ren Chen Ma Xuecang Zhang 241 24 0 24 Nov 2023
Efficient and Robust Jet Tagging at the LHC with Knowledge Distillation Ryan Liu A. Gandrakota J. Ngadiuba M. Spiropulu J. Vlimant 73 2 0 23 Nov 2023
HGCLIP: Exploring Vision-Language Models with Graph Representations for Hierarchical Understanding Peng Xia Xingtong Yu Ming Hu Lie Ju Zhiyong Wang Peibo Duan Zongyuan Ge VLM 132 13 0 23 Nov 2023
Optimal Power Flow in Highly Renewable Power System Based on Attention Neural Networks Chen Li Alexander Kies Kai Zhou Markus Schlott O. Sayed Mariia Bilousova Horst Stoecker 54 4 0 23 Nov 2023
Which Matters Most in Making Fund Investment Decisions? A Multi-granularity Graph Disentangled Learning Framework Chunjing Gan Binbin Hu Bo Huang Tianyu Zhao Yingru Lin Wenliang Zhong Qing Cui Jun Zhou Chuan Shi 106 1 0 23 Nov 2023
Exact Combinatorial Optimization with Temporo-Attentional Graph Neural Networks M. Seyfi Amin Banitalebi-Dehkordi Zirui Zhou Yong Zhang 97 4 0 23 Nov 2023
Complexity-Guided Curriculum Learning for Text Graphs Nidhi Vakil Hadi Amiri 82 3 0 22 Nov 2023
Accelerating Inference in Molecular Diffusion Models with Latent Representations of Protein Structure Ian Dunn D. Koes DiffM GNN 63 3 0 22 Nov 2023
NeutronOrch: Rethinking Sample-based GNN Training under CPU-GPU Heterogeneous Environments Xin Ai Qiange Wang Chunyu Cao Yanfeng Zhang Chaoyi Chen Hao Yuan Yu Gu Ge Yu GNN 73 6 0 22 Nov 2023
Co-guiding for Multi-intent Spoken Language Understanding Bowen Xing Ivor W. Tsang 93 3 0 22 Nov 2023
Unsupervised Graph Attention Autoencoder for Attributed Networks using K-means Loss Abdelfateh Bekkair Slimane Bellaouar Slimane Oulad-Naoui 21 1 0 21 Nov 2023
Content Augmented Graph Neural Networks Fatemeh Gholamzadeh Nasrabadi AmirHossein Kashani Pegah Zahedi M. H. Chehreghani 68 3 0 21 Nov 2023
Careful Selection and Thoughtful Discarding: Graph Explicit Pooling Utilizing Discarded Nodes Chuang Liu Wenhang Yu Kuang Gao Xueqi Ma Yibing Zhan Hongzhi Zhang Bo Du Wenbin Hu 56 0 0 21 Nov 2023
A Survey of Graph Meets Large Language Model: Progress and Future Directions Yuhan Li Zhixun Li Peisong Wang Jia Li Xiangguo Sun Hongtao Cheng Jeffrey Xu Yu 152 61 0 21 Nov 2023
Advancing Transformer Architecture in Long-Context Large Language Models: A Comprehensive Survey Yunpeng Huang Jingwei Xu Junyu Lai Zixu Jiang Taolue Chen ... Xiaoxing Ma Lijuan Yang Zhou Xin Shupeng Li Penghao Zhao LLMAG KELM 98 66 0 21 Nov 2023
Node Classification in Random Trees Wouter W. L. Nuijten Vlado Menkovski BDL 131 0 0 20 Nov 2023
Unveiling the Unseen Potential of Graph Learning through MLPs: Effective Graph Learners Using Propagation-Embracing MLPs Yong-Min Shin Won-Yong Shin 71 1 0 20 Nov 2023
CSGNN: Conquering Noisy Node labels via Dynamic Class-wise Selection Yifan Li Zhen Tan Kai Shu Zongsheng Cao Yu Kong Huan Liu 73 1 0 20 Nov 2023
Self-Supervised Pretraining for Heterogeneous Hypergraph Neural Networks Abdalgader Abubaker Takanori Maehara M. Nimishakavi Vassilis Plachouras SSL 68 1 0 19 Nov 2023
A Universal Framework for Accurate and Efficient Geometric Deep Learning of Molecular Systems Shuo-feng Zhang Yang Liu Lei Xie AI4CE GNN PINN 69 10 0 19 Nov 2023
DSCom: A Data-Driven Self-Adaptive Community-Based Framework for Influence Maximization in Social Networks Yuxin Zuo Haojia Sun Yongyi Hu Jianxiong Guo Xiaofeng Gao 47 1 0 18 Nov 2023
Multiparameter Persistent Homology for Molecular Property Prediction Andac Demir B. Kiziltan 59 1 0 17 Nov 2023
Graph Neural Networks for Pressure Estimation in Water Distribution Systems Huy Truong Andres Tello Alexander Lazovik Victoria Degeler 106 9 0 17 Nov 2023
Few-shot Message-Enhanced Contrastive Learning for Graph Anomaly Detection Fan Xu Nan Wang Xuezhi Wen Meiqi Gao Chaoqun Guo Xibin Zhao 64 6 0 17 Nov 2023
Graph Sparsifications using Neural Network Assisted Monte Carlo Tree Search Alvin Chiu Mithun Ghosh Abu Reyan Ahmed Kwang-Sung Jun Stephen Kobourov Michael T. Goodrich 23 0 0 17 Nov 2023
Multiscale Hodge Scattering Networks for Data Analysis Naoki Saito Stefan C. Schonsheck Eugene Shvarts 82 2 0 17 Nov 2023
Tabular Few-Shot Generalization Across Heterogeneous Feature Spaces Max Zhu Katarzyna Kobalczyk Andrija Petrović Mladen Nikolic M. Schaar Boris Delibasic Petro Lio 71 3 0 16 Nov 2023
Which Modality should I use -- Text, Motif, or Image? : Understanding Graphs with Large Language Models Debarati Das Ishaan Gupta Jaideep Srivastava Dongyeop Kang 106 13 0 16 Nov 2023
Know Thy Neighbors: A Graph Based Approach for Effective Sensor-Based Human Activity Recognition in Smart Homes P. Srivatsa Thomas Plötz GNN 50 2 0 16 Nov 2023
Language Semantic Graph Guided Data-Efficient Learning Wenxuan Ma Shuang Li Lincan Cai Jingxuan Kang 98 4 0 15 Nov 2023