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Ziwei Zhang
Ziwei Zhang
Associate Professor, School of Computer Science and Engineering, Beihang University, China
Verified email at buaa.edu.cn - Homepage
Title
Cited by
Cited by
Year
Deep learning on graphs: A survey
Z Zhang, P Cui, W Zhu
IEEE Transactions on Knowledge and Data Engineering 34 (1), 249-270, 2020
15472020
Asymmetric Transitivity Preserving Graph Embedding
M Ou, P Cui, J Pei, Z Zhang, W Zhu
22nd ACM SIGKDD International Conference on Knowledge Discovery and Data …, 2016
14542016
Robust Graph Convolutional Networks Against Adversarial Attacks
D Zhu, Z Zhang, P Cui, W Zhu
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge …, 2019
3902019
Arbitrary-Order Proximity Preserved Network Embedding
Z Zhang, P Cui, X Wang, J Pei, X Yao, W Zhu
24th ACM SIGKDD International Conference on Knowledge Discovery and Data …, 2018
2182018
High-order proximity preserved embedding for dynamic networks
D Zhu, P Cui, Z Zhang, J Pei, W Zhu
IEEE Transactions on Knowledge and Data Engineering 30 (11), 2134-2144, 2018
1452018
TIMERS: Error-Bounded SVD Restart on Dynamic Networks
Z Zhang, P Cui, J Pei, X Wang, W Zhu
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence …, 2018
1192018
Billion-scale Network Embedding with Iterative Random Projection
Z Zhang, P Cui, H Li, X Wang, W Zhu
2018 IEEE International Conference on Data Mining (ICDM), 787-796, 2018
932018
Ood-gnn: Out-of-distribution generalized graph neural network
H Li, X Wang, Z Zhang, W Zhu
IEEE Transactions on Knowledge and Data Engineering, 2022
802022
Automated Machine Learning on Graphs: A Survey
Z Zhang, X Wang, W Zhu
Proceedings of the Thirtieth International Joint Conference on Artificial …, 2021
682021
Disentangled contrastive learning on graphs
H Li, X Wang, Z Zhang, Z Yuan, H Li, W Zhu
Advances in Neural Information Processing Systems 34, 21872-21884, 2021
652021
Out-Of-Distribution Generalization on Graphs: A Survey
H Li, X Wang, Z Zhang, W Zhu
arXiv preprint arXiv:2202.07987, 2022
602022
Learning invariant graph representations for out-of-distribution generalization
H Li, Z Zhang, X Wang, W Zhu
Advances in Neural Information Processing Systems 35, 11828-11841, 2022
562022
Intention-aware sequential recommendation with structured intent transition
H Li, X Wang, Z Zhang, J Ma, P Cui, W Zhu
IEEE Transactions on Knowledge and Data Engineering 34 (11), 5403-5414, 2021
442021
Dynamic graph neural networks under spatio-temporal distribution shift
Z Zhang, X Wang, Z Zhang, H Li, Z Qin, W Zhu
Advances in Neural Information Processing Systems 35, 6074-6089, 2022
352022
Improving accuracy and diversity in matching of recommendation with diversified preference network
R Xie, Q Liu, S Liu, Z Zhang, P Cui, B Zhang, L Lin
IEEE Transactions on Big Data 8 (4), 955-967, 2021
332021
Learning to Solve Travelling Salesman Problem with Hardness-adaptive Curriculum
Z Zhang, Z Zhang, X Wang, W Zhu
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence …, 2022
322022
Eigen-gnn: A graph structure preserving plug-in for gnns
Z Zhang, P Cui, J Pei, X Wang, W Zhu
IEEE Transactions on Knowledge and Data Engineering 35 (3), 2544-2555, 2021
292021
AutoGL: A Library for Automated Graph Learning
C Guan, Z Zhang, H Li, H Chang, Z Zhang, Y Qin, J Jiang, X Wang, W Zhu
arXiv preprint arXiv:2104.04987, 2021
272021
NAS-Bench-Graph: Benchmarking graph neural architecture search
Y Qin, Z Zhang, X Wang, Z Zhang, W Zhu
Advances in Neural Information Processing Systems 35, 54-69, 2022
222022
Signed Graph Neural Network with Latent Groups
H Liu, Z Zhang, P Cui, Y Zhang, Q Cui, J Liu, W Zhu
Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data …, 2021
222021
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