Inductive Representation Learning on Large Graphs

7 June 2017

Papers citing "Inductive Representation Learning on Large Graphs"

50 / 4,695 papers shown

Title
GIPA: A General Information Propagation Algorithm for Graph Learning Houyi Li Zhihong Chen Zhao Li Qinkai Zheng Peng Zhang Shuigeng Zhou 49 0 0 19 Jan 2023
FreshGNN: Reducing Memory Access via Stable Historical Embeddings for Graph Neural Network Training Kezhao Huang Haitian Jiang Minjie Wang Guangxuan Xiao David Wipf Xiang Song Quan Gan Zengfeng Huang Jidong Zhai Zheng Zhang GNN 61 2 0 18 Jan 2023
Adaptive Depth Graph Attention Networks Jingbo Zhou Yixuan Du Ruqiong Zhang Rui Zhang GNN 41 1 0 16 Jan 2023
Modeling the evolution of temporal knowledge graphs with uncertainty Soeren Nolting Zhen Han Volker Tresp 32 1 0 12 Jan 2023
Stretched and measured neural predictions of complex network dynamics V. Vasiliauskaite Nino Antulov-Fantulin 53 1 0 12 Jan 2023
A Network Science perspective of Graph Convolutional Networks: A survey Mingshan Jia Bogdan Gabrys Katarzyna Musial GNN 59 7 0 12 Jan 2023
HADA: A Graph-based Amalgamation Framework in Image-text Retrieval Manh-Duy Nguyen Binh T. Nguyen C. Gurrin VLM 33 4 0 11 Jan 2023
Determinate Node Selection for Semi-supervised Classification Oriented Graph Convolutional Networks Yao Xiao Ji Xu Jing Yang Shaobo Li GNN 16 0 0 11 Jan 2023
Beyond Graph Convolutional Network: An Interpretable Regularizer-centered Optimization Framework Shiping Wang Zhihao Wu Yuhong Chen Yongzhe Chen GNN BDL 36 13 0 11 Jan 2023
Predicting Hateful Discussions on Reddit using Graph Transformer Networks and Communal Context Liam Hebert Lukasz Golab R. Cohen 26 8 0 10 Jan 2023
Time-aware Hyperbolic Graph Attention Network for Session-based Recommendation Xiaohan Li Yuqing Liu Zheng Liu Philip S. Yu 52 8 0 10 Jan 2023
SCENE: Reasoning about Traffic Scenes using Heterogeneous Graph Neural Networks T. Monninger Julian Schmidt Jan Rupprecht D. Raba Julian Jordan Daniel Frank Steffen Staab Klaus C. J. Dietmayer GNN 22 28 0 09 Jan 2023
AutoAC: Towards Automated Attribute Completion for Heterogeneous Graph Neural Network Guanghui Zhu Zhen-Wei Zhu Wen Wang Zhuoer Xu Chun Yuan Jiaming Ji 24 8 0 08 Jan 2023
Reducing Over-smoothing in Graph Neural Networks Using Relational Embeddings Yeskendir Koishekenov 26 2 0 07 Jan 2023
Faithful and Consistent Graph Neural Network Explanations with Rationale Alignment Tianxiang Zhao Dongsheng Luo Xiang Zhang Suhang Wang 47 7 0 07 Jan 2023
Rethinking Explaining Graph Neural Networks via Non-parametric Subgraph Matching Fang Wu Siyuan Li Xurui Jin Yinghui Jiang Dragomir R. Radev Z. Niu Stan Z. Li 29 10 0 07 Jan 2023
GNN-based Passenger Request Prediction Aqsa Ashraf Makhdomi Iqra Altaf Gillani AI4TS 27 8 0 06 Jan 2023
ReVoLT: Relational Reasoning and Voronoi Local Graph Planning for Target-driven Navigation Junjia Liu Jianfei Guo Zehui Meng Jing-wen Xue 33 4 0 06 Jan 2023
CI-GNN: A Granger Causality-Inspired Graph Neural Network for Interpretable Brain Network-Based Psychiatric Diagnosis Kaizhong Zheng Shujian Yu Badong Chen CML 61 32 0 04 Jan 2023
Accurate, Low-latency, Efficient SAR Automatic Target Recognition on FPGA Bingyi Zhang Rajgopal Kannan Viktor Prasanna Carl E. Busart 40 14 0 04 Jan 2023
A Survey On Few-shot Knowledge Graph Completion with Structural and Commonsense Knowledge Haodi Ma D. Wang 57 6 0 03 Jan 2023
RELIANT: Fair Knowledge Distillation for Graph Neural Networks Yushun Dong Binchi Zhang Yiling Yuan Na Zou Qi Wang Jundong Li 92 13 0 03 Jan 2023
Multi-View MOOC Quality Evaluation via Information-Aware Graph Representation Learning Lu Jiang Yibin Wang Jianan Wang Pengyang Wang Minghao Yin 18 2 0 01 Jan 2023
Hospital transfer risk prediction for COVID-19 patients from a medicalized hotel based on Diffusion GraphSAGE J. Ding Chih-Ho Hsu Kuan-Chia Ling Ling-Hao Chen Fang-Ming Hung 44 0 0 31 Dec 2022
Generative Graph Neural Networks for Link Prediction Xingping Xian Tao Wu Xiaoke Ma Shaojie Qiao Yabin Shao Chao Wang Lin Yuan Yuehua Wu AI4CE 43 4 0 31 Dec 2022
A Survey on Protein Representation Learning: Retrospect and Prospect Lirong Wu Yu-Feng Huang H. Lin Stan Z. Li AI4TS 42 12 0 31 Dec 2022
Self-organization Preserved Graph Structure Learning with Principle of Relevant Information Qingyun Sun Jianxin Li Beining Yang Xingcheng Fu Hao Peng Philip S. Yu 36 11 0 30 Dec 2022
Neighbor Auto-Grouping Graph Neural Networks for Handover Parameter Configuration in Cellular Network Mehrtash Mehrabi Walid Masoudimansour Yingxue Zhang Jie Chuai Zhitang Chen Mark Coates Jianye Hao Yanhui Geng 51 1 0 29 Dec 2022
Adversarial Virtual Exemplar Learning for Label-Frugal Satellite Image Change Detection H. Sahbi Sebastien Deschamps 28 0 0 28 Dec 2022
Heterogeneous Graph Contrastive Learning with Meta-path Contexts and Adaptively Weighted Negative Samples Jianxiang Yu Qingqing Ge Xiang Li Aoying Zhou 35 8 0 28 Dec 2022
PersonaSAGE: A Multi-Persona Graph Neural Network G. Choudhary I. Burhanuddin Eunyee Koh F. Du Ryan Rossi 42 0 0 28 Dec 2022
EDoG: Adversarial Edge Detection For Graph Neural Networks Xiaojun Xu Yue Yu Hanzhang Wang Alok Lal C.A. Gunter Bo Li AAML 42 10 0 27 Dec 2022
A Generalization of ViT/MLP-Mixer to Graphs Xiaoxin He Bryan Hooi T. Laurent Adam Perold Yann LeCun Xavier Bresson 60 92 0 27 Dec 2022
Homophily modulates double descent generalization in graph convolution networks Chengzhi Shi Liming Pan Hong Hu Ivan Dokmanić 42 9 0 26 Dec 2022
Investigation and rectification of NIDS datasets and standardized feature set derivation for network attack detection with graph neural networks A. Raskovalov N. Gabdullin Vasily Dolmatov 20 2 0 26 Dec 2022
A Novel Self-Supervised Learning-Based Anomaly Node Detection Method Based on an Autoencoder in Wireless Sensor Networks Miao Ye Qinghao Zhang Xingsi Xue Yong Wang Qiuxiang Jiang Hongbing Qiu 18 0 0 26 Dec 2022
Refined Edge Usage of Graph Neural Networks for Edge Prediction Jiarui Jin Yangkun Wang Weinan Zhang Quan Gan Xiang Song Yong Yu Zheng Zhang David Wipf 31 2 0 25 Dec 2022
T2-GNN: Graph Neural Networks for Graphs with Incomplete Features and Structure via Teacher-Student Distillation Cuiying Huo Di Jin Yawen Li Dongxiao He Yubin Yang Lingfei Wu 20 39 0 24 Dec 2022
Author Name Disambiguation via Heterogeneous Network Embedding from Structural and Semantic Perspectives Wenjin Xie Siyuan Liu Xiaomeng Wang Tao Jia 16 7 0 24 Dec 2022
Multi-duplicated Characterization of Graph Structures using Information Gain Ratio for Graph Neural Networks Yuga Oishi Ken Kaneiwa 38 1 0 24 Dec 2022
Nothing Stands Alone: Relational Fake News Detection with Hypergraph Neural Networks Ujun Jeong Kaize Ding Lu Cheng Ruocheng Guo Kai Shu Huan Liu GNN 34 21 0 24 Dec 2022
Bring Your Own View: Graph Neural Networks for Link Prediction with Personalized Subgraph Selection Qiaoyu Tan Xin Zhang Ninghao Liu Daochen Zha Li Li Rui Chen Soo-Hyun Choi Xia Hu 60 41 0 23 Dec 2022
Detection, Explanation and Filtering of Cyber Attacks Combining Symbolic and Sub-Symbolic Methods Anna Himmelhuber Dominik Dold S. Grimm Sonja Zillner Thomas Runkler AAML 20 6 0 23 Dec 2022
Graph Federated Learning with Hidden Representation Sharing Shuang Wu Mingxuan Zhang Yuantong Li Carl Yang Pan Li FedML 50 1 0 23 Dec 2022
Forecasting West Nile Virus with Graph Neural Networks: Harnessing Spatial Dependence in Irregularly Sampled Geospatial Data A. Tonks Trevor Harris Bo Li W. Brown Rebecca Smith 43 4 0 21 Dec 2022
Towards dynamic stability analysis of sustainable power grids using graph neural networks Christian Nauck M. Lindner Konstantin Schurholt Frank Hellmann 22 3 0 21 Dec 2022
Complete the Missing Half: Augmenting Aggregation Filtering with Diversification for Graph Convolutional Neural Networks Sitao Luan Mingde Zhao Chenqing Hua Xiao-Wen Chang Doina Precup GNN 26 33 0 21 Dec 2022
Mining User-aware Multi-relations for Fake News Detection in Large Scale Online Social Networks Xing Su Jian Yang Hongzhi Zhang Yuchen Zhang GNN 29 18 0 21 Dec 2022
MolCPT: Molecule Continuous Prompt Tuning to Generalize Molecular Representation Learning Cameron Diao Kaixiong Zhou Zirui Liu Xiao Huang Xia Hu 36 14 0 20 Dec 2022
Tuning the Tail Latency of Distributed Queries Using Replication Nathan Ng Hung-Cuong Le Marco Serafini 26 0 0 20 Dec 2022