Muhan Zhang
Muhan Zhang
Facebook AI
Verified email at wustl.edu - Homepage
Title
Cited by
Cited by
Year
An End-to-End Deep Learning Architecture for Graph Classification
M Zhang, Z Cui, M Neumann, Y Chen
AAAI, 4438-4445, 2018
4862018
Link prediction based on graph neural networks
M Zhang, Y Chen
Advances in Neural Information Processing Systems 31, 5165-5175, 2018
4032018
Weisfeiler-Lehman Neural Machine for Link Prediction
M Zhang, Y Chen
Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge …, 2017
962017
Beyond Link Prediction: Predicting Hyperlinks in Adjacency Space
M Zhang, Z Cui, S Jiang, Y Chen
AAAI, 4430-4437, 2018
44*2018
D-vae: A variational autoencoder for directed acyclic graphs
M Zhang, S Jiang, Z Cui, R Garnett, Y Chen
Advances in Neural Information Processing Systems, 1588-1600, 2019
432019
Batch mode active learning for regression with expected model change
W Cai, M Zhang, Y Zhang
IEEE transactions on neural networks and learning systems 28 (7), 1668-1681, 2017
392017
Inductive matrix completion based on graph neural networks
M Zhang, Y Chen
arXiv preprint arXiv:1904.12058, 2019
302019
Deep-learning model for predicting 30-day postoperative mortality
BA Fritz, Z Cui, M Zhang, Y He, Y Chen, A Kronzer, AB Abdallah, CR King, ...
British Journal of Anaesthesia 123 (5), 688-695, 2019
252019
WUFlux: an open-source platform for 13 C metabolic flux analysis of bacterial metabolism
L He, SG Wu, M Zhang, Y Chen, YJ Tang
BMC bioinformatics 17 (1), 1-7, 2016
202016
Boostgapfill: Improving the fidelity of metabolic network reconstructions through integrated constraint and pattern-based methods
T Oyetunde, M Zhang, Y Chen, Y Tang, C Lo
Bioinformatics 33 (4), 608-611, 2017
192017
Active learning for ranking with sample density
W Cai, M Zhang, Y Zhang
Information Retrieval Journal 18 (2), 123-144, 2015
92015
Pooling Regularized Graph Neural Network for fMRI Biomarker Analysis
X Li, Y Zhou, NC Dvornek, M Zhang, J Zhuang, P Ventola, JS Duncan
International Conference on Medical Image Computing and Computer-Assisted …, 2020
32020
Deep Embedding Logistic Regression
Z Cui, M Zhang, Y Chen
2018 IEEE International Conference on Big Knowledge (ICBK), 176-183, 2018
32018
Active learning for Web search ranking via noise injection
W Cai, M Zhang, Y Zhang
ACM Transactions on the Web (TWEB) 9 (1), 1-31, 2015
22015
Revisiting Graph Neural Networks for Link Prediction
M Zhang, P Li, Y Xia, K Wang, L Jin
arXiv preprint arXiv:2010.16103, 2020
12020
Hierarchical Attention Propagation for Healthcare Representation Learning
M Zhang, CR King, M Avidan, Y Chen
Proceedings of the 26th ACM SIGKDD International Conference on Knowledge …, 2020
12020
Deep Graph Neural Networks with Shallow Subgraph Samplers
H Zeng, M Zhang, Y Xia, A Srivastava, A Malevich, R Kannan, V Prasanna, ...
arXiv preprint arXiv:2012.01380, 2020
2020
Graph Deep Learning: Methods and Applications
M Zhang
PQDT-Global, 2019
2019
Deep-learning model for predicting 30-day postoperative mortality
Z Cui, M Zhang, Y He, Y Chen, A Kronzer, A Ben Abdallah, CR King, ...
Elsevier Ltd, 2019
2019
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