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Graph Attention Networks

30 October 2017

Papers citing "Graph Attention Networks"

50 / 6,901 papers shown

Title
One for All: Towards Training One Graph Model for All Classification Tasks Hao Liu Jiarui Feng Lecheng Kong Ningyue Liang Dacheng Tao Yixin Chen Muhan Zhang AI4CE 105 132 0 29 Sep 2023
Learning Over Molecular Conformer Ensembles: Datasets and Benchmarks Yanqiao Zhu Jeehyun Hwang Keir Adams Zhen Liu B. Nan ... Olaf Wiest Olexandr Isayev Connor W. Coley Yizhou Sun Wei Wang 80 7 0 29 Sep 2023
AI ensemble for signal detection of higher order gravitational wave modes of quasi-circular, spinning, non-precessing binary black hole mergers Minyang Tian Eliu A. Huerta Huihuo Zheng 53 0 0 29 Sep 2023
DREAM: Decentralized Reinforcement Learning for Exploration and Efficient Energy Management in Multi-Robot Systems Dipam Patel Phu-Cuong Pham Kshitij Tiwari Judy Hoffman 52 2 0 29 Sep 2023
Networked Inequality: Preferential Attachment Bias in Graph Neural Network Link Prediction Zhengyuan Yang Levent Sagun Yizhou Sun 143 3 0 29 Sep 2023
A Survey on Deep Learning Techniques for Action Anticipation Zeyun Zhong Manuel Martin Michael Voit Juergen Gall Jürgen Beyerer 116 8 0 29 Sep 2023
MuSe-GNN: Learning Unified Gene Representation From Multimodal Biological Graph Data Tianyu Liu Yuge Wang Rex Ying Hongyu Zhao 119 15 0 29 Sep 2023
Meta-Path Learning for Multi-relational Graph Neural Networks Francesco Ferrini Antonio Longa Takahiro Miki Manfred Jaeger 135 6 0 29 Sep 2023
Too Big, so Fail? -- Enabling Neural Construction Methods to Solve Large-Scale Routing Problems Hao Li Lars Schmidt-Thieme 81 3 0 29 Sep 2023
Asynchronous Graph Generator Christopher P. Ley Felipe Tobar AI4TS 179 0 0 29 Sep 2023
Reusability report: Prostate cancer stratification with diverse biologically-informed neural architectures Christian Pedersen Tiberiu Teşileanu Tinghui Wu Siavash Golkar M. Cranmer Zijun Zhang Shirley Ho 21 0 0 28 Sep 2023
Exploiting Edge Features in Graphs with Fused Network Gromov-Wasserstein Distance Junjie Yang Matthieu Labeau Steeven Villa OT 65 1 0 28 Sep 2023
Can LLMs Effectively Leverage Graph Structural Information through Prompts, and Why? Jin Huang Xingjian Zhang Qiaozhu Mei Jiaqi Ma 87 15 0 28 Sep 2023
Unsupervised Pretraining for Fact Verification by Language Model Distillation A. Bazaga Pietro Lio Bo Dai HILM 100 2 0 28 Sep 2023
AtomSurf : Surface Representation for Learning on Protein Structures Vincent Mallet Souhaib Attaiki M. Ovsjanikov 93 3 0 28 Sep 2023
Prompt-and-Align: Prompt-Based Social Alignment for Few-Shot Fake News Detection Jiaying Wu Xinyu Chen Haobin Yang Qi Zhao Yuhui Shi AAML 85 12 0 28 Sep 2023
EWasteNet: A Two-Stream Data Efficient Image Transformer Approach for E-Waste Classification Niful Islam Humaira Noor Md. Saddam Hossain Mukta Nur Shazwani Binti Kamarudin Mohaimenul Azam Khan Raiaan Sami Azam 62 9 0 28 Sep 2023
A Comprehensive Survey of Document-level Relation Extraction (2016-2023) Lea Demelius Hanh Thi Hong Tran Roman Kern Georgeta Bordea Andreas Trügler Antoine Doucet 62 3 0 28 Sep 2023
GInX-Eval: Towards In-Distribution Evaluation of Graph Neural Network Explanations Kenza Amara Mennatallah El-Assady Rex Ying 58 6 0 28 Sep 2023
Distill to Delete: Unlearning in Graph Networks with Knowledge Distillation Yash Sinha Murari Mandal Mohan S. Kankanhalli MU 95 11 0 28 Sep 2023
GNNHLS: Evaluating Graph Neural Network Inference via High-Level Synthesis Chen Zhao Zehao Dong Yixin Chen Xuan Zhang Roger D. Chamberlain GNN 80 2 0 27 Sep 2023
Graph-level Representation Learning with Joint-Embedding Predictive Architectures Geri Skenderi Hang Li Jiliang Tang Marco Cristani AI4TS GNN 142 5 0 27 Sep 2023
Clinical Trial Recommendations Using Semantics-Based Inductive Inference and Knowledge Graph Embeddings M. Devarakonda Smita Mohanty Raja Rao Sunkishala Nag Mallampalli Xiong Liu 54 5 0 27 Sep 2023
Neuromorphic Imaging and Classification with Graph Learning Pei Zhang Chutian Wang Edmund Y. Lam GNN 46 9 0 27 Sep 2023
Graph Neural Prompting with Large Language Models Yijun Tian Huan Song Zichen Wang Haozhu Wang Ziqing Hu Fang Wang Nitesh Chawla Panpan Xu AI4CE 107 49 0 27 Sep 2023
STAG: Enabling Low Latency and Low Staleness of GNN-based Services with Dynamic Graphs Jiawen Wang Quan Chen Deze Zeng Zhuo Song Chen Chen Minyi Guo GNN 91 3 0 27 Sep 2023
Adversarial Object Rearrangement in Constrained Environments with Heterogeneous Graph Neural Networks Xibai Lou Houjian Yu Ross Worobel Yang Yang Changhyun Choi 62 3 0 27 Sep 2023
Graph Neural Network Based Method for Path Planning Problem Xing-xing Diao Wenzheng Chi Jiankun Wang 53 2 0 26 Sep 2023
A Comparative Study of Population-Graph Construction Methods and Graph Neural Networks for Brain Age Regression Kyriaki-Margarita Bintsi Tamara T. Mueller Sophie Starck V. Baltatzis A. Hammers Daniel Rueckert 44 2 0 26 Sep 2023
ALEX: Towards Effective Graph Transfer Learning with Noisy Labels Jingyang Yuan Xiao Luo Yifang Qin Zhengyan Mao Wei Ju Ming Zhang AAML 97 18 0 26 Sep 2023
Label Deconvolution for Node Representation Learning on Large-scale Attributed Graphs against Learning Bias Zhihao Shi Jie Wang Fanghua Lu Hanzhu Chen Defu Lian Zheng Wang Jieping Ye Feng Wu AI4CE 89 6 0 26 Sep 2023
Provable Training for Graph Contrastive Learning Yue Yu Tianlin Li Mengmei Zhang Nian Liu Chuan Shi 98 10 0 25 Sep 2023
SAMN: A Sample Attention Memory Network Combining SVM and NN in One Architecture Qiaoling Yang Linkai Luo Haotong Zhang Hong Peng Ziyang Chen 24 0 0 25 Sep 2023
Estimating Treatment Effects Under Heterogeneous Interference Xiaofeng Lin Guoxi Zhang Xiaotian Lu Han Bao Koh Takeuchi Hisashi Kashima CML 67 5 0 25 Sep 2023
TouchUp-G: Improving Feature Representation through Graph-Centric Finetuning Jing Zhu Xiang Song V. Ioannidis Danai Koutra Christos Faloutsos 176 15 0 25 Sep 2023
From Cluster Assumption to Graph Convolution: Graph-based Semi-Supervised Learning Revisited Zheng Wang H. Ding Leyi Pan Jianhua Li Zhiguo Gong Philip S. Yu GNN 97 6 0 24 Sep 2023
Enhancing Student Performance Prediction on Learnersourced Questions with SGNN-LLM Synergy Lin Ni Sijie Wang Zeyu Zhang Xiaoxuan Li Xianda Zheng Paul Denny Jing Liu AI4Ed 69 13 0 23 Sep 2023
A Model-Agnostic Graph Neural Network for Integrating Local and Global Information Wenzhuo Zhou Annie Qu Keiland W Cooper Norbert Fortin Babak Shahbaba 115 1 0 23 Sep 2023
Deciphering Spatio-Temporal Graph Forecasting: A Causal Lens and Treatment Yutong Xia Yuxuan Liang Haomin Wen Xu Liu Kun Wang Zhengyang Zhou Roger Zimmermann AI4TS 115 50 0 23 Sep 2023
E(2)-Equivariant Graph Planning for Navigation Linfeng Zhao Hongyu Li T. Padır Huaizu Jiang Lawson L. S. Wong 100 6 0 22 Sep 2023
Higher-order Graph Convolutional Network with Flower-Petals Laplacians on Simplicial Complexes Yiming Huang Yujie Zeng Qiang Wu Linyuan Lu 74 19 0 22 Sep 2023
Prototype-Enhanced Hypergraph Learning for Heterogeneous Information Networks Shuai Wang Jiayi Shen Athanasios Efthymiou Stevan Rudinac Monika Kackovic Nachoem Wijnberg Marcel Worring 63 0 0 22 Sep 2023
Recurrent Temporal Revision Graph Networks Yizhou Chen Anxiang Zeng Guangda Huzhang Qingtao Yu Kerui Zhang Yuan Cao Kangle Wu Han Yu Zhiming Zhou 78 3 0 22 Sep 2023
Lovelock: Towards Smart NIC-hosted Clusters Seo Jin Park Ramesh Govindan Kai Shen David E. Culler Fatma Özcan Geon-Woo Kim Henry M. Levy GNN 40 5 0 22 Sep 2023
ARRQP: Anomaly Resilient Real-time QoS Prediction Framework with Graph Convolution Suraj Kumar S. Chattopadhyay 29 0 0 22 Sep 2023
Dynamic Hypergraph Structure Learning for Traffic Flow Forecasting Yusheng Zhao Xiao Luo Wei Ju C. L. Philip Chen Xiansheng Hua Ming Zhang AI4TS 98 28 0 21 Sep 2023
A Comprehensive Review of Community Detection in Graphs Jiakang Li Songlai Ning Zhihao Shuai Yuan Tan Yifan Jia ... Yongxin Ni Haifeng Qiu Jiayu Yang Y. Lu Yonggang Lu GNN 87 26 0 21 Sep 2023
Extracting Physical Causality from Measurements to Detect and Localize False Data Injection Attacks Shengyang Wu Jingyu Wang Dongyuan Shi 16 0 0 21 Sep 2023
Article Classification with Graph Neural Networks and Multigraphs Khang Ly Yury Kashnitsky Savvas Chamezopoulos Valeria Krzhizhanovskaya 62 0 0 20 Sep 2023
Retrieve-Rewrite-Answer: A KG-to-Text Enhanced LLMs Framework for Knowledge Graph Question Answering Yike Wu Nan Hu Sheng Bi Guilin Qi Jie Ren Anhuan Xie Wei Song RALM 92 67 0 20 Sep 2023