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Zhenyu Hou
Zhenyu Hou
Verified email at mails.tsinghua.edu.cn
Title
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Year
Self-supervised learning: Generative or contrastive
X Liu, F Zhang, Z Hou, L Mian, Z Wang, J Zhang, J Tang
IEEE transactions on knowledge and data engineering 35 (1), 857-876, 2021
13942021
GraphMAE: Self-Supervised Masked Graph Autoencoders
Z Hou, X Liu, Y Cen, Y Dong, H Yang, C Wang, J Tang
KDD 2022, 2022
2472022
CogDL: A toolkit for deep learning on graphs
Y Cen, Z Hou, Y Wang, Q Chen, Y Luo, Z Yu, H Zhang, X Yao, A Zeng, ...
arXiv preprint arXiv:2103.00959, 2021
44*2021
GraphMAE2: A Decoding-Enhanced Masked Self-Supervised Graph Learner
Z Hou, Y He, Y Cen, X Liu, Y Dong, E Kharlamov, J Tang
WWW 2023, 2023
302023
Understanding WeChat user preferences and “Wow” diffusion
F Zhang, J Tang, X Liu, Z Hou, Y Dong, J Zhang, X Liu, R Xie, K Zhuang, ...
IEEE Transactions on Knowledge and Data Engineering 34 (12), 6033-6046, 2021
152021
Automated unsupervised graph representation learning
Z Hou, Y Cen, Y Dong, J Zhang, J Tang
IEEE Transactions on Knowledge and Data Engineering 35 (3), 2285-2298, 2021
102021
Improving the training of graph neural networks with consistency regularization
C Zhang, Y He, Y Cen, Z Hou, J Tang
arXiv preprint arXiv:2112.04319, 2021
102021
MTDiag: an effective multi-task framework for automatic diagnosis
Z Hou, Y Cen, Z Liu, D Wu, B Wang, X Li, L Hong, J Tang
Proceedings of the AAAI Conference on Artificial Intelligence 37 (12), 14241 …, 2023
22023
MDGNN: METAPATH-BASED DECOUPLED GRAPH NEURAL NETWORK FOR MAG240M-LSC
H Zhao, Y Cen, Y He, Z Hou, X Liu, X Cheng
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