Yao Ma
Yao Ma
Assistant Professor of Computer Science, New Jersey Institute of Technology
Verified email at njit.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
5092019
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 (2), 151-178, 2020
2202020
Graph convolutional networks with eigenpooling
Y Ma, S Wang, CC Aggarwal, J Tang
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge …, 2019
1382019
Signed graph convolutional networks
T Derr, Y Ma, J Tang
2018 IEEE International Conference on Data Mining (ICDM), 929-934, 2018
1162018
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
942020
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
622020
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
622018
Streaming Graph Neural Networks
Y Ma, Z Guo, Z Ren, E Zhao, J Tang, D Yin
arXiv preprint arXiv:1810.10627, 2018
602018
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
532019
Attacking graph convolutional networks via rewiring
Y Ma, S Wang, T Derr, L Wu, J Tang
arXiv preprint arXiv:1906.03750, 2019
442019
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
362019
Deep adversarial social recommendation
W Fan, T Derr, Y Ma, J Wang, J Tang, Q Li
arXiv preprint arXiv:1905.13160, 2019
362019
R-transformer: Recurrent neural network enhanced transformer
Z Wang, Y Ma, Z Liu, J Tang
arXiv preprint arXiv:1907.05572, 2019
312019
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
192021
Deep learning on graphs
Y Ma, J Tang
Cambridge University Press, 2021
192021
Epidemic graph convolutional network
T Derr, Y Ma, W Fan, X Liu, C Aggarwal, J Tang
Proceedings of the 13th International Conference on Web Search and Data …, 2020
162020
Is Homophily a Necessity for Graph Neural Networks?
Y Ma, X Liu, N Shah, J Tang
arXiv preprint arXiv:2106.06134, 2021
72021
Preserving local and global information for network embedding
Y Ma, S Wang, ZC Ren, D Yin, J Tang
arXiv preprint arXiv:1710.07266, 2017
72017
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
62021
Graph Pooling with Representativeness
J Li, Y Ma, Y Wang, C Aggarwal, CD Wang, J Tang
2020 IEEE International Conference on Data Mining (ICDM), 302-311, 2020
32020
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