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Inductive Representation Learning on Large Graphs
v1v2v3v4 (latest)

Inductive Representation Learning on Large Graphs

7 June 2017
William L. Hamilton
Z. Ying
J. Leskovec
ArXiv (abs)PDFHTML

Papers citing "Inductive Representation Learning on Large Graphs"

50 / 5,540 papers shown
Title
Dynamic Graph Learning Based on Hierarchical Memory for
  Origin-Destination Demand Prediction
Dynamic Graph Learning Based on Hierarchical Memory for Origin-Destination Demand Prediction
Ruixing Zhang
Liangzhe Han
Boyi Liu
Jiayuan Zeng
Leilei Sun
AI4TS
56
14
0
29 May 2022
Rethinking the Setting of Semi-supervised Learning on Graphs
Rethinking the Setting of Semi-supervised Learning on Graphs
Ziang Li
Ming Ding
Weikai Li
Zihan Wang
Ziyu Zeng
Yukuo Cen
Jie Tang
31
0
0
28 May 2022
Going Deeper into Permutation-Sensitive Graph Neural Networks
Going Deeper into Permutation-Sensitive Graph Neural Networks
Zhongyu Huang
Yingheng Wang
Chaozhuo Li
Huiguang He
80
32
0
28 May 2022
Personalized PageRank Graph Attention Networks
Personalized PageRank Graph Attention Networks
Julie Choi
GNN
32
6
0
27 May 2022
MIP-GNN: A Data-Driven Framework for Guiding Combinatorial Solvers
MIP-GNN: A Data-Driven Framework for Guiding Combinatorial Solvers
Elias Boutros Khalil
Christopher Morris
Andrea Lodi
AI4CE
88
57
0
27 May 2022
StarGraph: Knowledge Representation Learning based on Incomplete Two-hop
  Subgraph
StarGraph: Knowledge Representation Learning based on Incomplete Two-hop Subgraph
Hongzhu Li
Xiang Gao
Linhui Feng
Yafeng Deng
Yuhui Yin
99
2
0
27 May 2022
Bayesian Robust Graph Contrastive Learning
Bayesian Robust Graph Contrastive Learning
Yancheng Wang
Yingzhen Yang
OOD
77
1
0
27 May 2022
Capturing Graphs with Hypo-Elliptic Diffusions
Capturing Graphs with Hypo-Elliptic Diffusions
Csaba Tóth
Darrick Lee
Celia Hacker
Harald Oberhauser
94
13
0
27 May 2022
Deep Ensembles for Graphs with Higher-order Dependencies
Deep Ensembles for Graphs with Higher-order Dependencies
Steven J. Krieg
William C. Burgis
Patrick M. Soga
Nitesh Chawla
AI4CEGNN
59
3
0
27 May 2022
EvenNet: Ignoring Odd-Hop Neighbors Improves Robustness of Graph Neural
  Networks
EvenNet: Ignoring Odd-Hop Neighbors Improves Robustness of Graph Neural Networks
Runlin Lei
Zhen Wang
Yaliang Li
Bolin Ding
Zhewei Wei
AAML
98
45
0
27 May 2022
Towards Faithful and Consistent Explanations for Graph Neural Networks
Towards Faithful and Consistent Explanations for Graph Neural Networks
Tianxiang Zhao
Dongsheng Luo
Xiang Zhang
Suhang Wang
FAtt
135
20
0
27 May 2022
SeedGNN: Graph Neural Networks for Supervised Seeded Graph Matching
SeedGNN: Graph Neural Networks for Supervised Seeded Graph Matching
LIREN YU
Jiaming Xu
Xiaojun Lin
75
2
0
26 May 2022
SigMaNet: One Laplacian to Rule Them All
SigMaNet: One Laplacian to Rule Them All
Stefano Fiorini
Stefano Coniglio
Michele Ciavotta
Enza Messina
91
24
0
26 May 2022
Your Transformer May Not be as Powerful as You Expect
Your Transformer May Not be as Powerful as You Expect
Shengjie Luo
Shanda Li
Shuxin Zheng
Tie-Yan Liu
Liwei Wang
Di He
141
54
0
26 May 2022
How Powerful are K-hop Message Passing Graph Neural Networks
How Powerful are K-hop Message Passing Graph Neural Networks
Jiarui Feng
Yixin Chen
Fuhai Li
Anindya Sarkar
Muhan Zhang
92
108
0
26 May 2022
Triangular Contrastive Learning on Molecular Graphs
Triangular Contrastive Learning on Molecular Graphs
MinGyu Choi
Wonseok Shin
Yijingxiu Lu
Sun Kim
51
2
0
26 May 2022
Leveraging Dependency Grammar for Fine-Grained Offensive Language
  Detection using Graph Convolutional Networks
Leveraging Dependency Grammar for Fine-Grained Offensive Language Detection using Graph Convolutional Networks
Divyam Goel
Raksha Sharma
GNN
28
4
0
26 May 2022
GraphPMU: Event Clustering via Graph Representation Learning Using
  Locationally-Scarce Distribution-Level Fundamental and Harmonic PMU
  Measurements
GraphPMU: Event Clustering via Graph Representation Learning Using Locationally-Scarce Distribution-Level Fundamental and Harmonic PMU Measurements
Armin Aligholian
Hamed Mohsenian-Rad
128
8
0
26 May 2022
BRIGHT -- Graph Neural Networks in Real-Time Fraud Detection
BRIGHT -- Graph Neural Networks in Real-Time Fraud Detection
Mingxuan Lu
Zhichao Han
Susie Xi Rao
Zitao Zhang
Yang Zhao
Yinan Shan
Ramesh Raghunathan
Ce Zhang
Jiawei Jiang
GNN
44
34
0
25 May 2022
Improving Subgraph Representation Learning via Multi-View Augmentation
Improving Subgraph Representation Learning via Multi-View Augmentation
Yili Shen
Xiao Liu
C. Ju
Jia-Wei Yan
Jun Yi
Zhou Lin
Hui Guan
90
3
0
25 May 2022
TrustGNN: Graph Neural Network based Trust Evaluation via Learnable
  Propagative and Composable Nature
TrustGNN: Graph Neural Network based Trust Evaluation via Learnable Propagative and Composable Nature
Cuiying Huo
Di Jin
Chundong Liang
Dongxiao He
Tie Qiu
Lingfei Wu
64
14
0
25 May 2022
MUG: Multi-human Graph Network for 3D Mesh Reconstruction from 2D Pose
MUG: Multi-human Graph Network for 3D Mesh Reconstruction from 2D Pose
Chenyan Wu
Yandong Li
Xianfeng Tang
James Z. Wang
3DH
104
4
0
25 May 2022
SS-GNN: A Simple-Structured Graph Neural Network for Affinity Prediction
SS-GNN: A Simple-Structured Graph Neural Network for Affinity Prediction
Shuke Zhang
Yan Jin
Tianmeng Liu
Qi Wang
Zhaohui Zhang
Shuliang Zhao
Bo Shan
100
36
0
25 May 2022
FBNETGEN: Task-aware GNN-based fMRI Analysis via Functional Brain
  Network Generation
FBNETGEN: Task-aware GNN-based fMRI Analysis via Functional Brain Network Generation
Xuan Kan
Hejie Cui
Joshua Lukemire
Ying Guo
Carl Yang
98
91
0
25 May 2022
RecipeRec: A Heterogeneous Graph Learning Model for Recipe
  Recommendation
RecipeRec: A Heterogeneous Graph Learning Model for Recipe Recommendation
Yijun Tian
Chuxu Zhang
Zhichun Guo
Chao Huang
Ronald A Metoyer
Nitesh Chawla
73
29
0
24 May 2022
ColdGuess: A General and Effective Relational Graph Convolutional
  Network to Tackle Cold Start Cases
ColdGuess: A General and Effective Relational Graph Convolutional Network to Tackle Cold Start Cases
Bo He
Xiang Song
Vincent Gao
Christos Faloutsos
79
1
0
24 May 2022
Asynchronous Neural Networks for Learning in Graphs
Asynchronous Neural Networks for Learning in Graphs
Lukas Faber
Roger Wattenhofer
GNN
76
3
0
24 May 2022
Evidential Temporal-aware Graph-based Social Event Detection via
  Dempster-Shafer Theory
Evidential Temporal-aware Graph-based Social Event Detection via Dempster-Shafer Theory
Jiaqian Ren
Lei Jiang
Hao Peng
Zhiwei Liu
Hongzhi Zhang
Philip S. Yu
96
10
0
24 May 2022
Graph Neural Networks Intersect Probabilistic Graphical Models: A Survey
Graph Neural Networks Intersect Probabilistic Graphical Models: A Survey
Chenqing Hua
Sitao Luan
Qian Zhang
Jie Fu
103
6
0
24 May 2022
ItemSage: Learning Product Embeddings for Shopping Recommendations at
  Pinterest
ItemSage: Learning Product Embeddings for Shopping Recommendations at Pinterest
Paul Baltescu
Haoyu Chen
Nikil Pancha
Andrew Zhai
J. Leskovec
Charles R. Rosenberg
DML
106
34
0
24 May 2022
High-Order Pooling for Graph Neural Networks with Tensor Decomposition
High-Order Pooling for Graph Neural Networks with Tensor Decomposition
Chenqing Hua
Guillaume Rabusseau
Jian Tang
122
26
0
24 May 2022
Compressing Deep Graph Neural Networks via Adversarial Knowledge
  Distillation
Compressing Deep Graph Neural Networks via Adversarial Knowledge Distillation
Huarui He
Jie Wang
Zhanqiu Zhang
Feng Wu
69
42
0
24 May 2022
Deep Representations for Time-varying Brain Datasets
Deep Representations for Time-varying Brain Datasets
Sikun Lin
Shuyun Tang
Scott T. Grafton
Ambuj K. Singh
AI4CE
73
6
0
23 May 2022
Revisiting the role of heterophily in graph representation learning: An
  edge classification perspective
Revisiting the role of heterophily in graph representation learning: An edge classification perspective
Jincheng Huang
P. Li
Ruifang Huang
Chen Na
Acong Zhang
102
14
0
23 May 2022
Learning to Advise and Learning from Advice in Cooperative Multi-Agent
  Reinforcement Learning
Learning to Advise and Learning from Advice in Cooperative Multi-Agent Reinforcement Learning
Yue Jin
Shuangqing Wei
Jian Yuan
Xudong Zhang
50
0
0
23 May 2022
KQGC: Knowledge Graph Embedding with Smoothing Effects of Graph
  Convolutions for Recommendation
KQGC: Knowledge Graph Embedding with Smoothing Effects of Graph Convolutions for Recommendation
Daisuke Kikuta
Toyotaro Suzumura
Md. Mostafizur Rahman
Yuya Hirate
Satyen Abrol
Manoj Kondapaka
Takuma Ebisu
Pablo S. Loyola
34
1
0
23 May 2022
GraphAD: A Graph Neural Network for Entity-Wise Multivariate Time-Series
  Anomaly Detection
GraphAD: A Graph Neural Network for Entity-Wise Multivariate Time-Series Anomaly Detection
Xu Chen
Qiu Qiu
Changshan Li
Kunqing Xie
AI4TS
113
13
0
23 May 2022
Monitoring of Perception Systems: Deterministic, Probabilistic, and
  Learning-based Fault Detection and Identification
Monitoring of Perception Systems: Deterministic, Probabilistic, and Learning-based Fault Detection and Identification
Pasquale Antonante
Heath Nilsen
Luca Carlone
98
25
0
22 May 2022
GraphMAE: Self-Supervised Masked Graph Autoencoders
GraphMAE: Self-Supervised Masked Graph Autoencoders
Zhenyu Hou
Xiao Liu
Yukuo Cen
Yuxiao Dong
Hongxia Yang
C. Wang
Jie Tang
SSL
149
595
0
22 May 2022
Diversity Preference-Aware Link Recommendation for Online Social
  Networks
Diversity Preference-Aware Link Recommendation for Online Social Networks
Kexin Yin
Xiao Fang
Bi-Yi Chen
O. R. Sheng
46
11
0
21 May 2022
MultiBiSage: A Web-Scale Recommendation System Using Multiple Bipartite
  Graphs at Pinterest
MultiBiSage: A Web-Scale Recommendation System Using Multiple Bipartite Graphs at Pinterest
Saket Gurukar
Nikil Pancha
Andrew Zhai
Eric Kim
Samson Hu
Srinivas Parthasarathy
Charles R. Rosenberg
J. Leskovec
127
16
0
21 May 2022
KGNN: Harnessing Kernel-based Networks for Semi-supervised Graph
  Classification
KGNN: Harnessing Kernel-based Networks for Semi-supervised Graph Classification
Wei Ju
Junwei Yang
Meng Qu
Weiping Song
Jianhao Shen
Ming Zhang
103
42
0
21 May 2022
Tackling Provably Hard Representative Selection via Graph Neural
  Networks
Tackling Provably Hard Representative Selection via Graph Neural Networks
Seyed Mehran Kazemi
Anton Tsitsulin
Hossein Esfandiari
M. Bateni
Deepak Ramachandran
Bryan Perozzi
Vahab Mirrokni
127
3
0
20 May 2022
ClusterEA: Scalable Entity Alignment with Stochastic Training and
  Normalized Mini-batch Similarities
ClusterEA: Scalable Entity Alignment with Stochastic Training and Normalized Mini-batch Similarities
Yunjun Gao
Xiaoze Liu
Junyang Wu
Tianyi Li
Pengfei Wang
Lu Chen
99
40
0
20 May 2022
DELATOR: Money Laundering Detection via Multi-Task Learning on Large
  Transaction Graphs
DELATOR: Money Laundering Detection via Multi-Task Learning on Large Transaction Graphs
Henrique S. Assumpção
Fabrício Souza
Leandro Lacerda Campos
Vinícius T. de Castro Pires
Paulo M. Laurentys de Almeida
Fabricio Murai
88
3
0
20 May 2022
Heterformer: Transformer-based Deep Node Representation Learning on
  Heterogeneous Text-Rich Networks
Heterformer: Transformer-based Deep Node Representation Learning on Heterogeneous Text-Rich Networks
Bowen Jin
Yu Zhang
Qi Zhu
Jiawei Han
151
41
0
20 May 2022
LeNSE: Learning To Navigate Subgraph Embeddings for Large-Scale
  Combinatorial Optimisation
LeNSE: Learning To Navigate Subgraph Embeddings for Large-Scale Combinatorial Optimisation
David Ireland
Giovanni Montana
GNN
33
11
0
20 May 2022
What's Behind the Mask: Understanding Masked Graph Modeling for Graph
  Autoencoders
What's Behind the Mask: Understanding Masked Graph Modeling for Graph Autoencoders
Jintang Li
Ruofan Wu
Wangbin Sun
Liang Chen
Sheng Tian
Liang Zhu
Changhua Meng
Zibin Zheng
Weiqiang Wang
SSL
106
96
0
20 May 2022
A Survey of Trustworthy Graph Learning: Reliability, Explainability, and
  Privacy Protection
A Survey of Trustworthy Graph Learning: Reliability, Explainability, and Privacy Protection
Bingzhe Wu
Jintang Li
Junchi Yu
Yatao Bian
Hengtong Zhang
...
Guangyu Sun
Peng Cui
Zibin Zheng
Yanfeng Guo
P. Zhao
OOD
127
28
0
20 May 2022
FairNorm: Fair and Fast Graph Neural Network Training
FairNorm: Fair and Fast Graph Neural Network Training
Öykü Deniz Köse
Yanning Shen
AI4CE
60
4
0
20 May 2022
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