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Inductive Representation Learning on Large Graphs

7 June 2017

Papers citing "Inductive Representation Learning on Large Graphs"

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Title
INFINITY: Neural Field Modeling for Reynolds-Averaged Navier-Stokes Equations Louis Serrano Léon Migus Yuan Yin Jocelyn Ahmed Mazari Patrick Gallinari AI4CE 64 4 0 25 Jul 2023
Finding Money Launderers Using Heterogeneous Graph Neural Networks F. Johannessen Martin Jullum 52 7 0 25 Jul 2023
Transferability of Graph Neural Networks using Graphon and Sampling Theories A. Neuman J. Bramburger 52 1 0 25 Jul 2023
MARIO: Model Agnostic Recipe for Improving OOD Generalization of Graph Contrastive Learning Yun Zhu Haizhou Shi Zhenshuo Zhang Siliang Tang 132 9 0 24 Jul 2023
Compact & Capable: Harnessing Graph Neural Networks and Edge Convolution for Medical Image Classification Aryan Singh Pepijn Van de Ven Ciarán Eising Patrick Denny GNN 64 3 0 24 Jul 2023
Addressing the Impact of Localized Training Data in Graph Neural Networks S. Akansha 80 3 0 24 Jul 2023
Fake News Detection Through Graph-based Neural Networks: A Survey Shuzhi Gong Richard Sinnott Jianzhong Qi Cécile Paris GNN 92 7 0 24 Jul 2023
Collaborative Graph Neural Networks for Attributed Network Embedding Qiaoyu Tan Xin Zhang Xiao Shi Huang Haojun Chen Jundong Li Helen Zhou 148 12 0 22 Jul 2023
MIMONet: Multi-Input Multi-Output On-Device Deep Learning Zexin Li Xiaoxi He Yufei Li Shahab Nikkhoo Wei Yang Lothar Thiele Cong Liu 80 6 0 22 Jul 2023
Multi-representations Space Separation based Graph-level Anomaly-aware Detection Fu Lin Haonan Gong Mingkang Li Zitong Wang Yue Zhang Xuexiong Luo 50 3 0 22 Jul 2023
QDC: Quantum Diffusion Convolution Kernels on Graphs Thomas Markovich GNN 63 4 0 20 Jul 2023
Embedded Heterogeneous Attention Transformer for Cross-lingual Image Captioning Zijie Song Zhenzhen Hu Yuanen Zhou Ye Zhao Richang Hong Meng Wang 64 3 0 19 Jul 2023
Graph Federated Learning Based on the Decentralized Framework P. Liu Yanni Tang Mingyue Zhang Wu Chen FedML 59 0 0 19 Jul 2023
How Curvature Enhance the Adaptation Power of Framelet GCNs Dai Shi Yi Guo Zhiqi Shao Junbin Gao 66 14 0 19 Jul 2023
GlobalMapper: Arbitrary-Shaped Urban Layout Generation Liu He Daniel G. Aliaga 87 17 0 19 Jul 2023
Surgical Action Triplet Detection by Mixed Supervised Learning of Instrument-Tissue Interactions Saurav Sharma C. Nwoye Didier Mutter N. Padoy 79 13 0 18 Jul 2023
Pixel-wise Graph Attention Networks for Person Re-identification Wenyu Zhang Qing Ding Jian Hu Yi Ma Mingzhe Lu GNN 65 11 0 18 Jul 2023
Learning Adaptive Neighborhoods for Graph Neural Networks Avishkar Saha Oscar Alejandro Mendez Maldonado Chris Russell Richard Bowden GNN 135 5 0 18 Jul 2023
In Defense of Clip-based Video Relation Detection Meng Wei Long Chen Wei Ji Xiaoyu Yue Roger Zimmermann 95 5 0 18 Jul 2023
Examining the Effects of Degree Distribution and Homophily in Graph Learning Models Mustafa Yasir John Palowitch Anton Tsitsulin Long Tran-Thanh Bryan Perozzi 56 6 0 17 Jul 2023
Disentangling Node Attributes from Graph Topology for Improved Generalizability in Link Prediction Ayan Chatterjee Robin Walters G. Menichetti Tina Eliassi-Rad AI4CE 66 2 0 17 Jul 2023
Curriculum Learning for Graph Neural Networks: A Multiview Competence-based Approach Nidhi Vakil Hadi Amiri 90 3 0 17 Jul 2023
Quarl: A Learning-Based Quantum Circuit Optimizer Zikun Li Jin-Ye Peng Yixuan Mei Sina Lin Yi Wu Oded Padon Zhi-Long Jia 48 23 0 17 Jul 2023
From random-walks to graph-sprints: a low-latency node embedding framework on continuous-time dynamic graphs Ahmad Naser Eddin Jacopo Bono David Oliveira Aparício Hugo Ferreira João Tiago Ascensão Pedro Ribeiro P. Bizarro 69 2 0 17 Jul 2023
Long-range Meta-path Search on Large-scale Heterogeneous Graphs Chao Li Zijie Guo Qiuting He Hao Xu Kun He 115 3 0 17 Jul 2023
Transferable Graph Neural Fingerprint Models for Quick Response to Future Bio-Threats Wei Chen Yihui Ren Ai Kagawa Matthew R. Carbone Sam Yen-Chi Chen ... Austin R. Clyde Arvind Ramanathan R. Stevens Hubertus Van Dam D. Lu OOD 75 2 0 17 Jul 2023
Efficient Prediction of Peptide Self-assembly through Sequential and Graphical Encoding Zihan Liu Jiaqi Wang Yun Luo Shuang Zhao Wenbin Li Stan Z. Li AI4TS 3DV GNN 51 12 0 17 Jul 2023
Heterogeneous graphs model spatial relationships between biological entities for breast cancer diagnosis K. AkhilaKrishna Ravish Gupta Nikhil Cherian Kurian Pranav Jeevan A. Sethi 26 2 0 16 Jul 2023
MaGNAS: A Mapping-Aware Graph Neural Architecture Search Framework for Heterogeneous MPSoC Deployment Mohanad Odema Halima Bouzidi Hamza Ouarnoughi Smail Niar M. A. Al Faruque 93 9 0 16 Jul 2023
Neural Architecture Retrieval Xiaohuan Pei Yanxi Li Minjing Dong Chang Xu 62 0 0 16 Jul 2023
MixupExplainer: Generalizing Explanations for Graph Neural Networks with Data Augmentation Jiaxing Zhang Dongsheng Luo Huazhou Wei 71 22 0 15 Jul 2023
Graph Positional and Structural Encoder Semih Cantürk Renming Liu Olivier Lapointe-Gagné Vincent Létourneau Guy Wolf Dominique Beaini Ladislav Rampášek 85 18 0 14 Jul 2023
Body Fat Estimation from Surface Meshes using Graph Neural Networks Tamara T. Mueller Si-Ping Zhou Sophie Starck F. Jungmann Alexander Ziller Orhun Aksoy Danylo Movchan R. Braren Georgios Kaissis Daniel Rueckert 3DH 63 3 0 13 Jul 2023
Frameless Graph Knowledge Distillation Dai Shi Zhiqi Shao Yi Guo Junbin Gao 78 4 0 13 Jul 2023
Going Beyond Local: Global Graph-Enhanced Personalized News Recommendations Boming Yang Dairui Liu Toyotaro Suzumura Ruihai Dong Irene Li 81 31 0 13 Jul 2023
Differentially Private Decoupled Graph Convolutions for Multigranular Topology Protection Eli Chien Wei-Ning Chen Chao Pan Pan Li Ayfer Özgür O. Milenkovic 111 15 0 12 Jul 2023
Deep learning for dynamic graphs: models and benchmarks Alessio Gravina D. Bacciu GNN AI4CE 91 15 0 12 Jul 2023
Efficient and Joint Hyperparameter and Architecture Search for Collaborative Filtering Yan-Dong Wen Chen Gao Lingling Yi Liwei Qiu Yaqing Wang Yong Li 49 6 0 12 Jul 2023
FIS-ONE: Floor Identification System with One Label for Crowdsourced RF Signals Weipeng Zhuo Kaili Chiu Jierun Chen Ziqi Zhao Shueng-Han Gary Chan Sangtae Ha Chul-Ho Lee 69 5 0 12 Jul 2023
Weisfeiler and Leman Go Measurement Modeling: Probing the Validity of the WL Test Arjun Subramonian Adina Williams Maximilian Nickel Yizhou Sun Levent Sagun 73 0 0 11 Jul 2023
Supervised Attention Using Homophily in Graph Neural Networks Michail Chatzianastasis Giannis Nikolentzos Michalis Vazirgiannis GNN 60 0 0 11 Jul 2023
Transaction Fraud Detection via Spatial-Temporal-Aware Graph Transformer Yue Tian Guanjun Liu AI4TS 26 1 0 11 Jul 2023
Transaction Fraud Detection via an Adaptive Graph Neural Network Yue Tian Guanjun Liu Jiacun Wang Mengchu Zhou 118 2 0 11 Jul 2023
Intrinsically motivated graph exploration using network theories of human curiosity Shubhankar P. Patankar Mathieu Ouellet J. Cerviño Alejandro Ribeiro Kieran A. Murphy Danielle Bassett 80 2 0 11 Jul 2023
Towards Fair Graph Neural Networks via Graph Counterfactual Zhimeng Guo Jialiang Li Teng Xiao Yao Ma Suhang Wang 144 21 0 10 Jul 2023
Multimodal brain age estimation using interpretable adaptive population-graph learning Kyriaki-Margarita Bintsi V. Baltatzis Rolandos Alexandros Potamias A. Hammers Daniel Rueckert 54 7 0 10 Jul 2023
Multi-modal Graph Learning over UMLS Knowledge Graphs Manuel Burger Gunnar Rätsch Rita Kuznetsova 49 2 0 10 Jul 2023
Polynomial Width is Sufficient for Set Representation with High-dimensional Features Peihao Wang Shenghao Yang Shu Li Zhangyang Wang Pan Li 109 4 0 08 Jul 2023
Digital Twins for Patient Care via Knowledge Graphs and Closed-Form Continuous-Time Liquid Neural Networks Logan Nye AI4CE 42 5 0 08 Jul 2023
Rosko: Row Skipping Outer Products for Sparse Matrix Multiplication Kernels Vikas Natesh Andrew Sabot H. T. Kung Mark Ting 58 0 0 08 Jul 2023