v1v2v3v4 (latest)

Inductive Representation Learning on Large Graphs

7 June 2017

Papers citing "Inductive Representation Learning on Large Graphs"

50 / 5,534 papers shown

Title
Label-Only Membership Inference Attack against Node-Level Graph Neural Networks Mauro Conti Jiaxin Li S. Picek Jing Xu AAML 145 26 0 27 Jul 2022
Gaia: Graph Neural Network with Temporal Shift aware Attention for Gross Merchandise Value Forecast in E-commerce Borui Ye Shuo Yang Binbin Hu Qing Cui Youqiang He Kai Huang Jun Zhou Yanming Fang 80 5 0 27 Jul 2022
Planning and Learning: Path-Planning for Autonomous Vehicles, a Review of the Literature Kevin Osanlou Christophe Guettier Tristan Cazenave Éric Jacopin 81 3 0 26 Jul 2022
Modeling the Social Influence of COVID-19 via Personalized Propagation with Deep Learning Yufei Liu Jie Cao D. Pi GNN 54 3 0 26 Jul 2022
Graph Neural Network and Spatiotemporal Transformer Attention for 3D Video Object Detection from Point Clouds Junbo Yin Jianbing Shen Xin Gao David J. Crandall Ruigang Yang 3DPC ViT 119 61 0 26 Jul 2022
Live Stream Temporally Embedded 3D Human Body Pose and Shape Estimation Zhouping Wang Sarah Ostadabbas 3DH 72 5 0 25 Jul 2022
Graph neural networks for the prediction of molecular structure-property relationships Jan G. Rittig Qing-Bin Gao Manuel Dahmen Alexander Mitsos Artur M. Schweidtmann AI4CE 72 11 0 25 Jul 2022
GNN Transformation Framework for Improving Efficiency and Scalability Seiji Maekawa Yuya Sasaki G. Fletcher Makoto Onizuka GNN 51 1 0 25 Jul 2022
Generative Subgraph Contrast for Self-Supervised Graph Representation Learning Yuehui Han Le Hui Qianliang Wu J. Qian Jin Xie SSL 80 14 0 25 Jul 2022
Analysis and Optimization of GNN-Based Recommender Systems on Persistent Memory Yuwei Hu Jiajie Li Zhongming Yu Zhiru Zhang GNN 83 0 0 25 Jul 2022
HIRE: Distilling High-order Relational Knowledge From Heterogeneous Graph Neural Networks Jing Liu Tongya Zheng Qinfen Hao 65 8 0 25 Jul 2022
Mitigating the Performance Sacrifice in DP-Satisfied Federated Settings through Graph Contrastive Learning Haoran Yang Xiangyu Zhao Muyang Li Hongxu Chen Guandong Xu FedML 95 2 0 24 Jul 2022
Federated Graph Machine Learning: A Survey of Concepts, Techniques, and Applications Xingbo Fu Binchi Zhang Yushun Dong Chen Chen Jundong Li FedML OOD AI4CE 123 38 0 24 Jul 2022
Incorporating Heterogeneous User Behaviors and Social Influences for Predictive Analysis Haobing Liu Yanmin Zhu Chunyang Wang Jianyu Ding Jiadi Yu Feilong Tang 56 5 0 24 Jul 2022
SGAT: Simplicial Graph Attention Network See Hian Lee Feng Ji Wee Peng Tay 98 25 0 24 Jul 2022
Learning Graph Neural Networks for Image Style Transfer Yongcheng Jing Yining Mao Yiding Yang Yibing Zhan Xiuming Zhang Xinchao Wang Dacheng Tao 133 56 0 24 Jul 2022
OCTAL: Graph Representation Learning for LTL Model Checking Prasita Mukherjee Haoteng Yin Susheel Suresh Tiark Rompf 69 4 0 24 Jul 2022
The prediction of the quality of results in Logic Synthesis using Transformer and Graph Neural Networks Chenghao Yang Zhongda Wang Yinshui Xia Zhufei Chu 85 0 0 23 Jul 2022
Scalable training of graph convolutional neural networks for fast and accurate predictions of HOMO-LUMO gap in molecules J. Choi Pei Zhang Kshitij Mehta Andrew E. Blanchard Massimiliano Lupo Pasini GNN AI4CE 105 10 0 22 Jul 2022
Explaining Dynamic Graph Neural Networks via Relevance Back-propagation Jiaxuan Xie Yezi Liu Yanning Shen FAtt 31 12 0 22 Jul 2022
Privacy and Transparency in Graph Machine Learning: A Unified Perspective Megha Khosla 70 4 0 22 Jul 2022
Robust Knowledge Adaptation for Dynamic Graph Neural Networks Han Li Changsheng Li Kaituo Feng Ye Yuan Guoren Wang H. Zha 89 14 0 22 Jul 2022
Modeling User Behavior With Interaction Networks for Spam Detection Prabhat Agarwal Manish Srivastava Vishwakarma Singh Charles R. Rosenberg GNN 57 11 0 21 Jul 2022
Detecting Small Query Graphs in A Large Graph via Neural Subgraph Search Yunsheng Bai Derek Xu Yizhou Sun Wei Wang GNN 68 0 0 21 Jul 2022
Digraphwave: Scalable Extraction of Structural Node Embeddings via Diffusion on Directed Graphs Ciwan Ceylan Kambiz Ghoorchian Danica Kragic 44 1 0 20 Jul 2022
SCARA: Scalable Graph Neural Networks with Feature-Oriented Optimization Ningyi Liao Dingheng Mo Siqiang Luo Xiang Li Pengcheng Yin GNN AI4CE 69 22 0 19 Jul 2022
HICF: Hyperbolic Informative Collaborative Filtering Menglin Yang Zhihao Li Min Zhou Jiahong Liu Irwin King 87 55 0 19 Jul 2022
Enhancing Security Patch Identification by Capturing Structures in Commits Bozhi Wu Shangqing Liu Ruitao Feng Xiaofei Xie J. Siow Shang-Wei Lin 53 35 0 19 Jul 2022
Enhancing Space-time Video Super-resolution via Spatial-temporal Feature Interaction Zijie Yue Miaojing Shi SupR 88 6 0 18 Jul 2022
Demystifying Graph Convolution with a Simple Concatenation Zhiqian Chen Zonghan Zhang GNN 32 0 0 18 Jul 2022
Energy-Motivated Equivariant Pretraining for 3D Molecular Graphs Rui Jiao Jiaqi Han Wenbing Huang Yu Rong Yang Liu AI4CE 103 49 0 18 Jul 2022
Comprehensive Graph Gradual Pruning for Sparse Training in Graph Neural Networks Chuang Liu Xueqi Ma Yinbing Zhan Liang Ding Dapeng Tao Di Lin Wenbin Hu Danilo Mandic 100 33 0 18 Jul 2022
FunQG: Molecular Representation Learning Via Quotient Graphs H. Hajiabolhassan Zahra Taheri Ali Hojatnia Yavar Taheri Yeganeh 43 8 0 18 Jul 2022
Retweet-BERT: Political Leaning Detection Using Language Features and Information Diffusion on Social Networks Julie Jiang Xiang Ren Emilio Ferrara 53 25 0 18 Jul 2022
Model-Agnostic and Diverse Explanations for Streaming Rumour Graphs Thanh Tam Nguyen Thanh Cong Phan Minh Hieu Nguyen Matthias Weidlich Hongzhi Yin Jun Jo Quoc Viet Hung Nguyen MLAU 58 18 0 17 Jul 2022
Learning Long-Term Spatial-Temporal Graphs for Active Speaker Detection Kyle Min Sourya Roy Subarna Tripathi T. Guha Somdeb Majumdar 78 38 0 15 Jul 2022
pathGCN: Learning General Graph Spatial Operators from Paths Moshe Eliasof E. Haber Eran Treister 3DPC GNN 67 28 0 15 Jul 2022
Contrastive Brain Network Learning via Hierarchical Signed Graph Pooling Model Haoteng Tang Guixiang Ma Lei Guo Xiyao Fu Heng-Chiao Huang Li Zhang 77 27 0 14 Jul 2022
Anomal-E: A Self-Supervised Network Intrusion Detection System based on Graph Neural Networks Evan Caville Wai Weng Lo S. Layeghy Marius Portmann 46 98 0 14 Jul 2022
Reinforced Path Reasoning for Counterfactual Explainable Recommendation Xiang-jian Wang Qian Li Dianer Yu Guandong Xu CML LRM 75 16 0 14 Jul 2022
Graph CNN for Moving Object Detection in Complex Environments from Unseen Videos Jhony H. Giraldo S. Javed Naoufel Werghi T. Bouwmans 47 26 0 13 Jul 2022
Hierarchy exploitation to detect missing annotations on hierarchical multi-label classification Miguel Romero F. Nakano J. Finke C. Rocha C. Vens 31 0 0 13 Jul 2022
Unsupervised Learning for Combinatorial Optimization with Principled Objective Relaxation Haoyu Wang Nan Wu Hang Yang Cong Hao Pan Li 108 32 0 13 Jul 2022
Tuning the Geometry of Graph Neural Networks Sowon Jeong Claire Donnat AI4CE 85 1 0 12 Jul 2022
Machine Learning model for gas-liquid interface reconstruction in CFD numerical simulations Tamon Nakano Alessandro Bucci J. Gratien T. Faney Guillaume Charpiat AI4CE 24 1 0 12 Jul 2022
DDI Prediction via Heterogeneous Graph Attention Networks Farhan Tanvir Khaled Mohammed Saifuddin Esra Akbas 133 1 0 12 Jul 2022
From Spectral Graph Convolutions to Large Scale Graph Convolutional Networks Matteo Bunino SSL GNN 48 1 0 12 Jul 2022
SparseTIR: Composable Abstractions for Sparse Compilation in Deep Learning Zihao Ye Ruihang Lai Junru Shao Tianqi Chen Luis Ceze 167 99 0 11 Jul 2022
Few-Shot Semantic Relation Prediction across Heterogeneous Graphs Pengfei Ding Yan Wang Guanfeng Liu Xiaofang Zhou 82 5 0 11 Jul 2022
Graph Generative Model for Benchmarking Graph Neural Networks Minji Yoon Yue Wu John Palowitch Bryan Perozzi Ruslan Salakhutdinov 89 7 0 10 Jul 2022