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Yao Ma
Yao Ma
Assistant Professor of Computer Science, Rensselaer Polytechnic Institute
Verified email at rpi.edu - Homepage
Title
Cited by
Cited by
Year
Graph neural networks for social recommendation
W Fan, Y Ma, Q Li, Y He, E Zhao, J Tang, D Yin
The world wide web conference, 417-426, 2019
17282019
Adversarial attacks and defenses in images, graphs and text: A review
H Xu, Y Ma, HC Liu, D Deb, H Liu, JL Tang, AK Jain
International journal of automation and computing 17, 151-178, 2020
6542020
Graph structure learning for robust graph neural networks
W Jin, Y Ma, X Liu, X Tang, S Wang, J Tang
Proceedings of the 26th ACM SIGKDD international conference on knowledge …, 2020
5272020
Traffic flow prediction via spatial temporal graph neural network
X Wang, Y Ma, Y Wang, W Jin, X Wang, J Tang, C Jia, J Yu
Proceedings of the web conference 2020, 1082-1092, 2020
4352020
Graph convolutional networks with eigenpooling
Y Ma, S Wang, CC Aggarwal, J Tang
Proceedings of the 25th ACM SIGKDD international conference on knowledge …, 2019
3392019
Signed graph convolutional networks
T Derr, Y Ma, J Tang
2018 IEEE International Conference on Data Mining (ICDM), 929-934, 2018
2782018
Streaming Graph Neural Networks
Y Ma, Z Guo, Z Ren, E Zhao, J Tang, D Yin
arXiv preprint arXiv:1810.10627, 2018
2232018
Is homophily a necessity for graph neural networks?
Y Ma, X Liu, N Shah, J Tang
arXiv preprint arXiv:2106.06134, 2021
2102021
Node similarity preserving graph convolutional networks
W Jin, T Derr, Y Wang, Y Ma, Z Liu, J Tang
Proceedings of the 14th ACM international conference on web search and data …, 2021
1902021
Deep learning on graphs
Y Ma, J Tang
Cambridge University Press, 2021
1592021
A unified view on graph neural networks as graph signal denoising
Y Ma, X Liu, T Zhao, Y Liu, J Tang, N Shah
Proceedings of the 30th ACM International Conference on Information …, 2021
1392021
R-transformer: Recurrent neural network enhanced transformer
Z Wang, Y Ma, Z Liu, J Tang
arXiv preprint arXiv:1907.05572, 2019
1192019
A graph neural network framework for social recommendations
W Fan, Y Ma, Q Li, J Wang, G Cai, J Tang, D Yin
IEEE Transactions on Knowledge and Data Engineering 34 (5), 2033-2047, 2020
1182020
Multi-dimensional graph convolutional networks
Y Ma, S Wang, CC Aggarwal, D Yin, J Tang
Proceedings of the 2019 siam international conference on data mining, 657-665, 2019
1112019
Elastic graph neural networks
X Liu, W Jin, Y Ma, Y Li, H Liu, Y Wang, M Yan, J Tang
International Conference on Machine Learning, 6837-6849, 2021
1042021
Deep social collaborative filtering
W Fan, Y Ma, D Yin, J Wang, J Tang, Q Li
Proceedings of the 13th ACM conference on recommender systems, 305-313, 2019
962019
Multi-dimensional network embedding with hierarchical structure
Y Ma, Z Ren, Z Jiang, J Tang, D Yin
Proceedings of the eleventh ACM international conference on web search and …, 2018
812018
Attacking graph convolutional networks via rewiring
Y Ma, S Wang, T Derr, L Wu, J Tang
arXiv preprint arXiv:1906.03750, 2019
742019
Deep adversarial social recommendation
W Fan, T Derr, Y Ma, J Wang, J Tang, Q Li
arXiv preprint arXiv:1905.13160, 2019
732019
Automated self-supervised learning for graphs
W Jin, X Liu, X Zhao, Y Ma, N Shah, J Tang
arXiv preprint arXiv:2106.05470, 2021
622021
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