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Inductive Representation Learning on Large Graphs

7 June 2017

Papers citing "Inductive Representation Learning on Large Graphs"

50 / 5,533 papers shown

Title
Decentralized Graph Neural Network for Privacy-Preserving Recommendation Xiaolin Zheng Zhongyu Wang Chaochao Chen Jiashu Qian Yao Yang FedML 70 8 0 15 Aug 2023
Towards Temporal Edge Regression: A Case Study on Agriculture Trade Between Nations Lekang Jiang Caiqi Zhang Farimah Poursafaei Shenyang Huang 92 2 0 15 Aug 2023
Simple and Efficient Partial Graph Adversarial Attack: A New Perspective Guanghui Zhu Meng Chen Chun Yuan Jiaming Ji AAML 69 7 0 15 Aug 2023
Multi-scale Promoted Self-adjusting Correlation Learning for Facial Action Unit Detection Xin Liu Kaishen Yuan Xuesong Niu Jingang Shi Zitong Yu Huanjing Yue Jingyu Yang 90 12 0 15 Aug 2023
Graph-Segmenter: Graph Transformer with Boundary-aware Attention for Semantic Segmentation Zizhang Wu Yuanzhu Gan Tianhao Xu Fan Wang ViT 66 8 0 15 Aug 2023
KMF: Knowledge-Aware Multi-Faceted Representation Learning for Zero-Shot Node Classification Likang Wu Junji Jiang Hongke Zhao Hao Wang Defu Lian Mengdi Zhang Enhong Chen 53 4 0 15 Aug 2023
MM-GEF: Multi-modal representation meet collaborative filtering Hao Wu Alejandro Ariza-Casabona Bartlomiej Twardowski Tri Kurniawan Wijaya 49 2 0 14 Aug 2023
Language is All a Graph Needs Ruosong Ye Caiqi Zhang Runhui Wang Shuyuan Xu Yongfeng Zhang AI4CE 176 171 0 14 Aug 2023
Search to Fine-tune Pre-trained Graph Neural Networks for Graph-level Tasks Zhili Wang Shimin Di Lei Chen Xiaofang Zhou 118 10 0 14 Aug 2023
Effect of Choosing Loss Function when Using T-batching for Representation Learning on Dynamic Networks Erfan Loghmani MohammadAmin Fazli 43 4 0 13 Aug 2023
SAILOR: Structural Augmentation Based Tail Node Representation Learning Jie Liao Jintang Li Liang Chen Bing Wu Yatao Bian Zibin Zheng 72 4 0 13 Aug 2023
Learning on Graphs with Out-of-Distribution Nodes Yunho Song Donglin Wang OODD 79 43 0 13 Aug 2023
Node Embedding for Homophilous Graphs with ARGEW: Augmentation of Random walks by Graph Edge Weights J. Kim Jaeman Son Hyunsoo Kim Eunjo Lee 28 0 0 11 Aug 2023
$$\mathcal{G}^2Pxy$: Generative Open-Set Node Classification on Graphs with Proxy Unknowns$ $\mathcal{G}^2Pxy$ : Generative Open-Set Node Classification on Graphs with Proxy Unknowns Qin Zhang Zelin Shi Xiaolin Zhang Xiaojun Chen Philippe Fournier-Viger Shirui Pan 54 10 0 10 Aug 2023
Beyond Semantics: Learning a Behavior Augmented Relevance Model with Self-supervised Learning Ze-jie Chen Wei Chen Jia Xu Zhongyi Liu Wei Zhang RALM 81 4 0 10 Aug 2023
Homophily-enhanced Structure Learning for Graph Clustering Ming Gu Gaoming Yang Sheng Zhou Ning Ma Jiawei Chen Qiaoyu Tan Meihan Liu Jiajun Bu 87 14 0 10 Aug 2023
SemOpenAlex: The Scientific Landscape in 26 Billion RDF Triples Michael Färber David Lamprecht J. Krause Lin Aung P. Haase 85 16 0 07 Aug 2023
Local Structure-aware Graph Contrastive Representation Learning Kai Yang Yuan Liu Zijuan Zhao P. Ding Wen-feng Zhao 84 4 0 07 Aug 2023
Imbalanced Large Graph Learning Framework for FPGA Logic Elements Packing Prediction Zhixiong Di Runzhe Tao Lin Chen Qiang Wu Yibo Lin 101 0 0 07 Aug 2023
Communication-Free Distributed GNN Training with Vertex Cut Kaidi Cao Rui Deng Shirley Wu E-Wen Huang Karthik Subbian J. Leskovec GNN 87 4 0 06 Aug 2023
Adversarial Erasing with Pruned Elements: Towards Better Graph Lottery Ticket Yuwen Wang Shunyu Liu Kai Chen Tongtian Zhu Jilin Qiao Mengjie Shi Yuanyu Wan Mingli Song 61 6 0 05 Aug 2023
Exploiting On-chip Heterogeneity of Versal Architecture for GNN Inference Acceleration Paul Chen Pavan Manjunath Sasindu Wijeratne Bingyi Zhang Viktor Prasanna GNN 93 8 0 04 Aug 2023
Label Inference Attacks against Node-level Vertical Federated GNNs Marco Arazzi Mauro Conti Stefanos Koffas Marina Krček Antonino Nocera S. Picek Jing Xu FedML AAML 62 1 0 04 Aug 2023
RAHNet: Retrieval Augmented Hybrid Network for Long-tailed Graph Classification Zhengyan Mao Wei Ju Yifang Qin Xiao Luo Ming Zhang 103 16 0 04 Aug 2023
VQGraph: Rethinking Graph Representation Space for Bridging GNNs and MLPs Ling Yang Ye Tian Minkai Xu Zhongyi Liu Shenda Hong Wei Qu Wentao Zhang Tengjiao Wang Muhan Zhang J. Leskovec 84 14 0 04 Aug 2023
UniG-Encoder: A Universal Feature Encoder for Graph and Hypergraph Node Classification Mi Zou Zhongxue Gan Yutong Wang Junheng Zhang Dongyan Sui Chun Guan Siyang Leng 66 20 0 03 Aug 2023
Unsupervised Multiplex Graph Learning with Complementary and Consistent Information Liang Peng Xin Eric Wang Xiao-lan Zhu 70 6 0 03 Aug 2023
Deep Learning-based surrogate models for parametrized PDEs: handling geometric variability through graph neural networks N. R. Franco S. Fresca Filippo Tombari Andrea Manzoni AI4CE 88 17 0 03 Aug 2023
SimTeG: A Frustratingly Simple Approach Improves Textual Graph Learning Keyu Duan Qian Liu Tat-Seng Chua Shuicheng Yan Wei Tsang Ooi Qizhe Xie Junxian He 129 60 0 03 Aug 2023
VertexSerum: Poisoning Graph Neural Networks for Link Inference Ruyi Ding Shijin Duan Xiaolin Xu Yunsi Fei AAML GNN 80 5 0 02 Aug 2023
EmbeddingTree: Hierarchical Exploration of Entity Features in Embedding Yan Zheng Junpeng Wang Chin-Chia Michael Yeh Yujie Fan Huiyuan Chen Liang Wang Wei Zhang 64 2 0 02 Aug 2023
Knowledge-aware Collaborative Filtering with Pre-trained Language Model for Personalized Review-based Rating Prediction Quanxiu Wang Xinlei Cao Jianyong Wang Wei Zhang VLM 40 7 0 02 Aug 2023
Tango: rethinking quantization for graph neural network training on GPUs Shiyang Chen Da Zheng Caiwen Ding Chengying Huan Yuede Ji Hang Liu GNN MQ 82 6 0 02 Aug 2023
PVG: Progressive Vision Graph for Vision Recognition Jiafu Wu Jian Li Jiangning Zhang Boshen Zhang M. Chi Yabiao Wang Chengjie Wang ViT 124 15 0 01 Aug 2023
Adaptive Collaborative Filtering with Personalized Time Decay Functions for Financial Product Recommendation Ashraf Ghiye Baptiste Barreau Laurent Carlier Michalis Vazirgiannis 45 7 0 01 Aug 2023
Graph Contrastive Learning with Generative Adversarial Network Cheng Wu Chao-Hong Wang Jingcao Xu Ziyang Liu Kai Zheng Xiaowei Wang Yang Song Kun Gai GAN 103 23 0 01 Aug 2023
Variational Label-Correlation Enhancement for Congestion Prediction Biao Liu Congyu Qiao Ning Xu Xin Geng Ziran Zhu Jun Yang 342 2 0 01 Aug 2023
Towards Semantically Enriched Embeddings for Knowledge Graph Completion Mehwish Alam F. V. Harmelen Maribel Acosta 113 4 0 31 Jul 2023
TFE-GNN: A Temporal Fusion Encoder Using Graph Neural Networks for Fine-grained Encrypted Traffic Classification Haozhen Zhang Le Yu Xi Xiao Qing Li F. Mercaldo Xiapu Luo Qixu Liu 80 54 0 31 Jul 2023
MRA-GNN: Minutiae Relation-Aware Model over Graph Neural Network for Fingerprint Embedding Yapeng Su Tong Zhao Zicheng Zhang 65 2 0 31 Jul 2023
MUSE: Multi-View Contrastive Learning for Heterophilic Graphs Mengyi Yuan Minjie Chen Xiangci Li SSL 85 9 0 29 Jul 2023
Graph Condensation for Inductive Node Representation Learning Xin Gao Tong Chen Yilong Zang Wentao Zhang Quoc Viet Hung Nguyen Kai Zheng Hongzhi Yin DD AI4CE 109 38 0 29 Jul 2023
Co-attention Graph Pooling for Efficient Pairwise Graph Interaction Learning Junhyun Lee Bumsoo Kim Minji Jeon Jaewoo Kang GNN 68 1 0 28 Jul 2023
BOURNE: Bootstrapped Self-supervised Learning Framework for Unified Graph Anomaly Detection Jie Liu Mengting He Xuequn Shang Jieming Shi Tengjiao Wang Hongzhi Yin 72 12 0 28 Jul 2023
TimeGNN: Temporal Dynamic Graph Learning for Time Series Forecasting Nancy R. Xu Chrysoula Kosma Michalis Vazirgiannis AI4TS AI4CE 63 6 0 27 Jul 2023
Multiscale Dynamic Graph Representation for Biometric Recognition with Occlusions Min Ren Yunlong Wang Yuhao Zhu Kunbo Zhang Zhenan Sun 49 11 0 27 Jul 2023
Memory-Efficient Graph Convolutional Networks for Object Classification and Detection with Event Cameras K. Jeziorek Andrea Pinna T. Kryjak GNN 76 12 0 26 Jul 2023
Hypergraph Isomorphism Computation Yifan Feng Jiashu Han Shihui Ying Yue Gao 37 8 0 26 Jul 2023
Learning Snippet-to-Motion Progression for Skeleton-based Human Motion Prediction Xinshun Wang Qiongjie Cui Chong Chen Shen Zhao Mengyuan Liu 3DH 70 4 0 26 Jul 2023
Multi-GPU Approach for Training of Graph ML Models on large CFD Meshes Sebastian Strönisch Maximilian Sander A. Knüpfer M. Meyer AI4CE 90 8 0 25 Jul 2023