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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
A Survey on Graph Neural Networks and Graph Transformers in Computer Vision: A Task-Oriented Perspective Chaoqi Chen Yushuang Wu Qiyuan Dai Hong-Yu Zhou Mutian Xu Sibei Yang Xiaoguang Han Yizhou Yu ViT MedIm AI4CE 139 82 0 27 Sep 2022
MARS: A Motif-based Autoregressive Model for Retrosynthesis Prediction Jiahan Liu Chao-chao Yan Yang Yu Chan Lu Junzhou Huang Le Ou-Yang P. Zhao 82 15 0 27 Sep 2022
Material Prediction for Design Automation Using Graph Representation Learning Shijie Bian Daniele Grandi Kaveh Hassani Elliot Sadler Bodia Borijin ... Andrew Wang Thomas Lu R. Otis Nhut Ho Bingbing Li AI4CE 84 4 0 26 Sep 2022
A Simple Way to Learn Metrics Between Attributed Graphs Yacouba Kaloga Pierre Borgnat Amaury Habrard GNN 69 1 0 26 Sep 2022
PearNet: A Pearson Correlation-based Graph Attention Network for Sleep Stage Recognition Jianchao Lu Yuzhe Tian Shuang Wang Michael Sheng Xianglin Zheng GNN 115 7 0 26 Sep 2022
Flattened Graph Convolutional Networks For Recommendation Yue Xu Hao Chen Zengde Deng Yuanchen Bei Feiran Huang BDL GNN 35 1 0 25 Sep 2022
Closing the Loop: Graph Networks to Unify Semantic Objects and Visual Features for Multi-object Scenes J. Kim M. Urschler Patricia J. Riddle Jörg Simon Wicker 74 7 0 24 Sep 2022
Physics-Informed Graph Neural Network for Spatial-temporal Production Forecasting Wendi Liu Michael J. Pyrcz AI4CE 115 24 0 23 Sep 2022
Multi-Granularity Graph Pooling for Video-based Person Re-Identification Honghu Pan Yongyong Chen Zhenyu He 73 33 0 23 Sep 2022
Enabling Homogeneous GNNs to Handle Heterogeneous Graphs via Relation Embedding Junfu Wang Yuanfang Guo Liang Yang Yun-an Wang 97 11 0 23 Sep 2022
DeepGraphONet: A Deep Graph Operator Network to Learn and Zero-shot Transfer the Dynamic Response of Networked Systems Yixuan Sun Christian Moya Guang Lin Meng Yue GNN 124 9 0 21 Sep 2022
Dynamic Relevance Graph Network for Knowledge-Aware Question Answering Chen Zheng Parisa Kordjamshidi 50 6 0 20 Sep 2022
Dynamic Graph Message Passing Networks for Visual Recognition Li Zhang Mohan Chen Anurag Arnab Xiangyang Xue Philip Torr GNN 83 1 0 20 Sep 2022
Neural Graph Databases Maciej Besta Patrick Iff Florian Scheidl Kazuki Osawa Nikoli Dryden Michal Podstawski Tiancheng Chen Torsten Hoefler AI4CE 96 9 0 20 Sep 2022
Revisiting Embeddings for Graph Neural Networks S. Purchase A. Zhao Robert D. Mullins 74 3 0 19 Sep 2022
Interpreting the Mechanism of Synergism for Drug Combinations Using Attention-Based Hierarchical Graph Pooling Zehao Dong Heming Zhang Yixin Chen Philip R. O. Payne Fuhai Li GNN 131 16 0 19 Sep 2022
Generative Graphical Inverse Kinematics Oliver Limoyo Filip Marić Matthew Giamou Petra Alexson Ivan Petrović Jonathan Kelly 144 2 0 19 Sep 2022
Imbalanced Node Processing Method in Graph Neural Network Classification Task Min Liu Siwen Jin Luo Jin Shuohan Wang Yu Fang Yuliang Shi 68 0 0 18 Sep 2022
Evolution of a Web-Scale Near Duplicate Image Detection System Andrey Gusev Jiajing Xu 71 4 0 18 Sep 2022
Make Heterophily Graphs Better Fit GNN: A Graph Rewiring Approach Wendong Bi Lun Du Qiang Fu Yanlin Wang Shi Han Dongmei Zhang 82 27 0 17 Sep 2022
Flashlight: Scalable Link Prediction with Effective Decoders Yiwei Wang Bryan Hooi Yozen Liu Tong Zhao Zhichun Guo Neil Shah BDL 125 6 0 17 Sep 2022
Cell Attention Networks Lorenzo Giusti Claudio Battiloro Lucia Testa P. Lorenzo S. Sardellitti Sergio Barbarossa 3DPC GNN 394 36 0 16 Sep 2022
SPGP: Structure Prototype Guided Graph Pooling Sangseon Lee Dohoon Lee Yinhua Piao Sun Kim 62 1 0 16 Sep 2022
Model Inversion Attacks against Graph Neural Networks Zaixin Zhang Qi Liu Zhenya Huang Hao Wang Cheekong Lee Enhong AAML 83 37 0 16 Sep 2022
On the Robustness of Graph Neural Diffusion to Topology Perturbations Yang Song Qiyu Kang Sijie Wang Zhao Kai Wee Peng Tay DiffM AAML 112 37 0 16 Sep 2022
Graph Contrastive Learning with Cross-view Reconstruction Qianlong Wen Z. Ouyang Chunhui Zhang Yiyue Qian Yanfang Ye Chuxu Zhang SSL 91 6 0 16 Sep 2022
Hub-aware Random Walk Graph Embedding Methods for Classification Aleksandar Tomcic Miloš Savić Miloš Radovanović 70 3 0 15 Sep 2022
MSREP: A Fast yet Light Sparse Matrix Framework for Multi-GPU Systems Jieyang Chen Chenhao Xie J. Firoz Jiajia Li Shuaiwen Leon Song Kevin J. Barker Mark Raugas Ang Li 66 3 0 15 Sep 2022
DiP-GNN: Discriminative Pre-Training of Graph Neural Networks Simiao Zuo Haoming Jiang Qingyu Yin Xianfeng Tang Bing Yin Tuo Zhao 58 0 0 15 Sep 2022
VS-CAM: Vertex Semantic Class Activation Mapping to Interpret Vision Graph Neural Network Zhenpeng Feng Xiyang Cui Hongbing Ji Mingzhe Zhu Ljubisa Stankovic 76 11 0 15 Sep 2022
GNNInterpreter: A Probabilistic Generative Model-Level Explanation for Graph Neural Networks Xiaoqi Wang Hang Shen 94 45 0 15 Sep 2022
Earthquake Phase Association with Graph Neural Networks I. McBrearty G. Beroza 66 43 0 15 Sep 2022
MGG: Accelerating Graph Neural Networks with Fine-grained intra-kernel Communication-Computation Pipelining on Multi-GPU Platforms Yuke Wang Boyuan Feng Zheng Wang Tong Geng Kevin J. Barker Ang Li Yufei Ding GNN 123 29 0 14 Sep 2022
Predicting Drug-Drug Interactions using Deep Generative Models on Graphs Nhat-Khang Ngô Truong-Son Hy Risi Kondor BDL GNN 79 4 0 14 Sep 2022
Towards Better Generalization with Flexible Representation of Multi-Module Graph Neural Networks Hyungeun Lee Kijung Yoon AI4CE 85 2 0 14 Sep 2022
Graph Contrastive Learning with Personalized Augmentation Xinyu Zhang Qiaoyu Tan Xiao Shi Huang Yue Liu 102 18 0 14 Sep 2022
Scalable Spatiotemporal Graph Neural Networks Andrea Cini Ivan Marisca F. Bianchi Cesare Alippi AI4TS AI4CE 101 57 0 14 Sep 2022
Characterizing Graph Datasets for Node Classification: Homophily-Heterophily Dichotomy and Beyond Oleg Platonov Denis Kuznedelev Artem Babenko Liudmila Prokhorenkova 152 45 0 13 Sep 2022
Adversarial Inter-Group Link Injection Degrades the Fairness of Graph Neural Networks Hussain Hussain Meng Cao Sandipan Sikdar D. Helic Elisabeth Lex M. Strohmaier Roman Kern 109 14 0 13 Sep 2022
Leveraging Large (Visual) Language Models for Robot 3D Scene Understanding William Chen Siyi Hu Rajat Talak Luca Carlone LM&Ro 52 0 0 12 Sep 2022
Graph Neural Networks for Molecules Yuyang Wang Zijie Li A. Farimani GNN AI4CE 175 29 0 12 Sep 2022
Graph Neural Modeling of Network Flows Victor-Alexandru Darvariu Stephen Hailes Mirco Musolesi GNN 57 4 0 12 Sep 2022
A Molecular Multimodal Foundation Model Associating Molecule Graphs with Natural Language Fuchun Sun Dazhao Du Zhao-Qing Yang Yujie Zhou Jiangmeng Li Anyi Rao Haoran Sun Zhiwu Lu Ji-Rong Wen 150 115 0 12 Sep 2022
Towards Sparsification of Graph Neural Networks Hongwu Peng Deniz Gurevin Shaoyi Huang Tong Geng Weiwen Jiang O. Khan Caiwen Ding GNN 103 24 0 11 Sep 2022
Self-supervised Learning for Heterogeneous Graph via Structure Information based on Metapath Shuai Ma Jian-wei Liu Xin Zuo SSL 76 6 0 09 Sep 2022
Analyzing the Effect of Sampling in GNNs on Individual Fairness Rebecca Salganik Fernando Diaz G. Farnadi 74 1 0 08 Sep 2022
Hierarchical Graph Pooling is an Effective Citywide Traffic Condition Prediction Model Shilin Pu Liang Chu Zhuoran Hou Jincheng Hu Yanjun Huang Yuanjian Zhang 262 0 0 08 Sep 2022
Multimodal learning with graphs Yasha Ektefaie George Dasoulas Ayush Noori Maha Farhat Marinka Zitnik 153 93 0 07 Sep 2022
Grouping-matrix based Graph Pooling with Adaptive Number of Clusters Sung Moon Ko Sungjun Cho Dae-Woong Jeong Sehui Han Moontae Lee Ho Hin Lee 73 10 0 07 Sep 2022
Hardware Acceleration of Sampling Algorithms in Sample and Aggregate Graph Neural Networks Yuchen Gui Boyi Wei W. Yuan Xi Jin GNN 77 1 0 07 Sep 2022