Obserwuj
Muhan Zhang
Muhan Zhang
Zweryfikowany adres z pku.edu.cn - Strona główna
Tytuł
Cytowane przez
Cytowane przez
Rok
An End-to-End Deep Learning Architecture for Graph Classification
M Zhang, Z Cui, M Neumann, Y Chen
AAAI, 4438-4445, 2018
8312018
Link prediction based on graph neural networks
M Zhang, Y Chen
Advances in Neural Information Processing Systems 31, 5165-5175, 2018
8012018
Weisfeiler-Lehman Neural Machine for Link Prediction
M Zhang, Y Chen
Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge …, 2017
1422017
Inductive matrix completion based on graph neural networks
M Zhang, Y Chen
International Conference on Learning Representations (ICLR 2020), 2020
1012020
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
822019
Beyond Link Prediction: Predicting Hyperlinks in Adjacency Space
M Zhang, Z Cui, S Jiang, Y Chen
AAAI, 4430-4437, 2018
66*2018
Braingnn: Interpretable brain graph neural network for fmri analysis
X Li, Y Zhou, N Dvornek, M Zhang, S Gao, J Zhuang, D Scheinost, ...
Medical Image Analysis 74, 102233, 2021
592021
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
522017
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
432019
Labeling Trick: A Theory of Using Graph Neural Networks for Multi-Node Representation Learning
M Zhang, P Li, Y Xia, K Wang, L Jin
Advances in Neural Information Processing Systems 34, 2021
36*2021
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
342017
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
252016
Decoupling the Depth and Scope of Graph Neural Networks
H Zeng, M Zhang, Y Xia, A Srivastava, A Malevich, R Kannan, V Prasanna, ...
Advances in Neural Information Processing Systems 34, 2021
18*2021
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
152020
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
92020
Active learning for ranking with sample density
W Cai, M Zhang, Y Zhang
Information Retrieval Journal 18 (2), 123-144, 2015
92015
Nested Graph Neural Networks
M Zhang, P Li
Advances in Neural Information Processing Systems 34, 2021
62021
Deep Embedding Logistic Regression
Z Cui, M Zhang, Y Chen
2018 IEEE International Conference on Big Knowledge (ICBK), 176-183, 2018
42018
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
Equivariant and Stable Positional Encoding for More Powerful Graph Neural Networks
H Wang, H Yin, M Zhang, P Li
International Conference on Learning Representations, 2021
12021
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