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1901.00596
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A Comprehensive Survey on Graph Neural Networks
3 January 2019
Zonghan Wu
Shirui Pan
Fengwen Chen
Guodong Long
Chengqi Zhang
Philip S. Yu
FaML
GNN
AI4TS
AI4CE
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Papers citing
"A Comprehensive Survey on Graph Neural Networks"
50 / 3,089 papers shown
Deep Constraint-based Propagation in Graph Neural Networks
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G. Marra
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323
16
0
05 May 2020
Graph Homomorphism Convolution
International Conference on Machine Learning (ICML), 2020
Hoang NT
Takanori Maehara
223
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03 May 2020
RigNet: Neural Rigging for Articulated Characters
ACM Transactions on Graphics (TOG), 2020
Zhan Xu
Yang Zhou
E. Kalogerakis
Chris Landreth
Karan Singh
3DH
254
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01 May 2020
SkipGNN: Predicting Molecular Interactions with Skip-Graph Networks
Scientific Reports (Sci Rep), 2020
Kexin Huang
C. Xiao
Lucas Glass
Marinka Zitnik
Jimeng Sun
GNN
185
137
0
30 Apr 2020
Directed Graph Convolutional Network
Zekun Tong
Yuxuan Liang
Changsheng Sun
David S. Rosenblum
A. Lim
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299
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29 Apr 2020
Unifying Neural Learning and Symbolic Reasoning for Spinal Medical Report Generation
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B. Wei
Yilong Yin
Shuo Li
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165
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28 Apr 2020
Data-Driven Construction of Data Center Graph of Things for Anomaly Detection
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Zhanming Li
Zhi-yu Ren
91
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27 Apr 2020
Sensor selection on graphs via data-driven node sub-sampling in network time series
Yiye Jiang
Jérémie Bigot
Sofian Maabout
AI4TS
162
5
0
24 Apr 2020
SIGN: Scalable Inception Graph Neural Networks
Fabrizio Frasca
Emanuele Rossi
D. Eynard
B. Chamberlain
M. Bronstein
Federico Monti
GNN
442
443
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23 Apr 2020
A Complete Characterization of Projectivity for Statistical Relational Models
M. Jaeger
Oliver Schulte
164
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23 Apr 2020
Graph Convolutional Subspace Clustering: A Robust Subspace Clustering Framework for Hyperspectral Image
Yaoming Cai
Zijia Zhang
Z. Cai
Xiaobo Liu
Xinwei Jiang
Qin Yan
154
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22 Apr 2020
Recursive Social Behavior Graph for Trajectory Prediction
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Qinhong Jiang
Cewu Lu
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187
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22 Apr 2020
Scalable Attack on Graph Data by Injecting Vicious Nodes
Jihong Wang
Minnan Luo
Fnu Suya
Jundong Li
Z. Yang
Q. Zheng
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231
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22 Apr 2020
Perturb More, Trap More: Understanding Behaviors of Graph Neural Networks
Neurocomputing (Neurocomputing), 2020
Chaojie Ji
Ruxin Wang
Hongyan Wu
281
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0
21 Apr 2020
SPECTER: Document-level Representation Learning using Citation-informed Transformers
Annual Meeting of the Association for Computational Linguistics (ACL), 2020
Arman Cohan
Sergey Feldman
Iz Beltagy
Doug Downey
Daniel S. Weld
AI4TS
377
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0
15 Apr 2020
kDecay: Just adding k-decay items on Learning-Rate Schedule to improve Neural Networks
Tao Zhang
Wei Li
249
5
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13 Apr 2020
ASL Recognition with Metric-Learning based Lightweight Network
Evgeny Izutov
SLR
232
7
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10 Apr 2020
A Graph Convolutional Network Composition Framework for Semi-supervised Classification
Rahul Ragesh
Sundararajan Sellamanickam
Vijay Lingam
Arun Shankar Iyer
GNN
120
2
0
08 Apr 2020
Improved Code Summarization via a Graph Neural Network
IEEE International Conference on Program Comprehension (ICPC), 2020
Alexander LeClair
S. Haque
Lingfei Wu
Collin McMillan
186
307
0
06 Apr 2020
Geometrically Principled Connections in Graph Neural Networks
Computer Vision and Pattern Recognition (CVPR), 2020
Shunwang Gong
Mehdi Bahri
M. Bronstein
Stefanos Zafeiriou
GNN
AI4CE
167
22
0
06 Apr 2020
Let's Agree to Degree: Comparing Graph Convolutional Networks in the Message-Passing Framework
International Conference on Machine Learning (ICML), 2020
Floris Geerts
Filip Mazowiecki
Guillermo A. Pérez
GNN
219
41
0
06 Apr 2020
Deep Learning Based Text Classification: A Comprehensive Review
ACM Computing Surveys (ACM CSUR), 2020
Shervin Minaee
Nal Kalchbrenner
Xiaoshi Zhong
Narjes Nikzad
M. Asgari-Chenaghlu
Jianfeng Gao
AILaw
VLM
AI4TS
344
1,226
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06 Apr 2020
Inferring Network Structure From Data
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T. Berger-Wolf
115
1
0
04 Apr 2020
Orthogonal Inductive Matrix Completion
IEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS), 2020
Antoine Ledent
Rodrigo Alves
Matthias Kirchler
603
18
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03 Apr 2020
Epitomic Variational Graph Autoencoder
International Conference on Pattern Recognition (ICPR), 2020
R. A. Khan
Muhammad Umer Anwaar
M. Kleinsteuber
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263
11
0
03 Apr 2020
Counterfactual Multi-Agent Reinforcement Learning with Graph Convolution Communication
Jianyu Su
Stephen C. Adams
Peter A. Beling
176
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01 Apr 2020
Heterogeneous Network Representation Learning: A Unified Framework with Survey and Benchmark
Carl Yang
Yuxin Xiao
Yu Zhang
Luke Huan
Jiawei Han
AI4TS
482
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01 Apr 2020
Disentangling and Unifying Graph Convolutions for Skeleton-Based Action Recognition
Computer Vision and Pattern Recognition (CVPR), 2020
Ziyu Liu
Hongwen Zhang
Zhenghao Chen
Zhiyong Wang
Wanli Ouyang
378
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31 Mar 2020
NPENAS: Neural Predictor Guided Evolution for Neural Architecture Search
Chen Wei
Chuang Niu
Yiping Tang
Yue Wang
Haihong Hu
Jimin Liang
258
7
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28 Mar 2020
word2vec, node2vec, graph2vec, X2vec: Towards a Theory of Vector Embeddings of Structured Data
ACM SIGACT-SIGMOD-SIGART Symposium on Principles of Database Systems (PODS), 2020
Martin Grohe
212
212
0
27 Mar 2020
Progressive Graph Convolutional Networks for Semi-Supervised Node Classification
IEEE Access (IEEE Access), 2020
Negar Heidari
Alexandros Iosifidis
GNN
180
17
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27 Mar 2020
A Survey of Deep Learning for Scientific Discovery
M. Raghu
Erica Schmidt
OOD
AI4CE
349
142
0
26 Mar 2020
Bridging the Gap Between Spectral and Spatial Domains in Graph Neural Networks
M. Balcilar
G. Renton
Pierre Héroux
Benoit Gaüzère
Sébastien Adam
P. Honeine
156
66
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26 Mar 2020
Deep Learning on Knowledge Graph for Recommender System: A Survey
Y. Gao
Yifan Li
Yu Lin
Hang Gao
Latifur Khan
165
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25 Mar 2020
GeoGraph: Learning graph-based multi-view object detection with geometric cues end-to-end
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Stefano Dáronco
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Jan Dirk Wegner
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172
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0
23 Mar 2020
Multi-Label Text Classification using Attention-based Graph Neural Network
International Conference on Agents and Artificial Intelligence (ICAART), 2020
Ankit Pal
M. Selvakumar
Malaikannan Sankarasubbu
285
87
0
22 Mar 2020
Overcoming Catastrophic Forgetting in Graph Neural Networks with Experience Replay
Fan Zhou
Chengtai Cao
CLL
196
10
0
22 Mar 2020
Learning to simulate and design for structural engineering
International Conference on Machine Learning (ICML), 2020
Kai-Hung Chang
Chin-Yi Cheng
AI4CE
321
62
0
20 Mar 2020
Bipartite Link Prediction based on Topological Features via 2-hop Path
Jungwoon Shin
80
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19 Mar 2020
Placement Optimization with Deep Reinforcement Learning
ACM International Symposium on Physical Design (ISPD), 2020
Anna Goldie
Azalia Mirhoseini
OffRL
103
39
0
18 Mar 2020
Spectral Graph Attention Network with Fast Eigen-approximation
International Conference on Information and Knowledge Management (CIKM), 2020
Heng Chang
Yu Rong
Qifeng Bai
Wenbing Huang
Somayeh Sojoudi
Junzhou Huang
Wenwu Zhu
GNN
221
42
0
16 Mar 2020
Adaptive Graph Convolutional Network with Attention Graph Clustering for Co-saliency Detection
Computer Vision and Pattern Recognition (CVPR), 2020
Kaihua Zhang
Tengpeng Li
Shiwen Shen
Bo Liu
Jin Chen
Qingshan Liu
208
105
0
13 Mar 2020
Dual Temporal Memory Network for Efficient Video Object Segmentation
ACM Multimedia (ACM MM), 2020
Kaihua Zhang
Long Wang
Dong Liu
Bo Liu
Qingshan Liu
Zhu Li
VOS
198
15
0
13 Mar 2020
Dynamic Spatiotemporal Graph Neural Network with Tensor Network
Chengcheng Jia
Bo Wu
Xiao-Ping Zhang
AI4TS
132
7
0
12 Mar 2020
Global Attention based Graph Convolutional Neural Networks for Improved Materials Property Prediction
Steph-Yves M. Louis
Yong Zhao
Alireza Nasiri
Xiran Wong
Yuqi Song
Fei Liu
Jianjun Hu
AI4CE
112
16
0
11 Mar 2020
Unsupervised Graph Embedding via Adaptive Graph Learning
Rui Zhang
Yunxing Zhang
Xuelong Li
104
0
0
10 Mar 2020
A Survey on The Expressive Power of Graph Neural Networks
Ryoma Sato
699
191
0
09 Mar 2020
Temporal Attribute Prediction via Joint Modeling of Multi-Relational Structure Evolution
International Joint Conference on Artificial Intelligence (IJCAI), 2020
Sankalp Garg
Navodita Sharma
Woojeong Jin
Xiang Ren
AI4TS
204
9
0
09 Mar 2020
Reinforcement Learning for Combinatorial Optimization: A Survey
Computers & Operations Research (Comput. Oper. Res.), 2020
Nina Mazyavkina
S. Sviridov
Sergei Ivanov
Evgeny Burnaev
449
711
0
07 Mar 2020
Teaching Temporal Logics to Neural Networks
International Conference on Learning Representations (ICLR), 2020
Christopher Hahn
Frederik Schmitt
Jens U. Kreber
M. Rabe
Bernd Finkbeiner
NAI
378
75
0
06 Mar 2020
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