Прати
Ziwei Zhang
Ziwei Zhang
Associate Professor, School of Computer Science and Engineering, Beihang University, China
Верификована је имејл адреса на buaa.edu.cn - Почетна страница
Наслов
Навело
Навело
Година
Deep learning on graphs: A survey
Z Zhang, P Cui, W Zhu
IEEE Transactions on Knowledge and Data Engineering 34 (1), 249-270, 2020
18802020
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
16062016
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
5022019
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
2352018
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
1642018
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
1402022
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
1292018
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
1202022
Out-Of-Distribution Generalization on Graphs: A Survey
H Li, X Wang, Z Zhang, W Zhu
arXiv preprint arXiv:2202.07987, 2022
1092022
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
1092021
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
1092018
Automated Machine Learning on Graphs: A Survey
Z Zhang, X Wang, W Zhu
Proceedings of the Thirtieth International Joint Conference on Artificial …, 2021
952021
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
772021
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
702022
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
542022
LLM4DyG: Can Large Language Models Solve Spatial-Temporal Problems on Dynamic Graphs?
Z Zhang, X Wang, Z Zhang, H Li, Y Qin, W Zhu
Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and …, 2024
45*2024
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
432021
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
392022
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
392021
Autogl: A library for automated graph learning
Z Zhang, Y Qin, Z Zhang, C Guan, J Cai, H Chang, J Jiang, H Li, Z Sun, ...
arXiv preprint arXiv:2104.04987, 2021
382021
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