Yong Liu
Title
Cited by
Cited by
Year
Learning Entity and Relation Embeddings for Knowledge Resolution
H Lin, Y Liu, W Wang, Y Yue, Z Lin
Procedia Computer Science 108, 345-354,, 2017
1748*2017
Efficient approximation of cross-validation for kernel methods using Bouligand influence function
Y Liu, S Jiang, S Liao
International Conference on Machine Learning, 324-332, 2014
462014
Multi-Class Learning: From Theory to Algorithm
J Li, Y Liu*, R Yin, H Zhang, L Ding, W Wang
Advances in Neural Information Processing Systems 31 (NIPS), 2018
222018
Eigenvalues ratio for kernel selection of kernel methods
Y Liu, S Liao
Proceedings of the AAAI Conference on Artificial Intelligence 29 (1), 2015
222015
Learning kernels with upper bounds of leave-one-out error
Y Liu, S Liao, Y Hou
Proceedings of the 20th ACM international conference on Information and …, 2011
222011
PD-GAN: Adversarial Learning for Personalized Diversity-Promoting Recommendation.
Q Wu, Y Liu, C Miao, B Zhao, Y Zhao, L Guan
IJCAI 19, 3870-3876, 2019
212019
Infinite kernel learning: generalization bounds and algorithms
Y Liu, S Liao, H Lin, Y Yue, W Wang
Proceedings of the AAAI Conference on Artificial Intelligence 31 (1), 2017
202017
Granularity selection for cross-validation of SVM
Y Liu, S Liao
Information Sciences 378, 475-483, 2017
202017
Fast Cross-Validation for Kernel-based Algorithms
Y Liu, S Liao, S Jiang, L Ding, H Lin, W Wang
IEEE Transactions on Pattern Analysis and Machine Intelligence 42 (5), 1083-1096, 2020
172020
Robust cost-sensitive learning for recommendation with implicit feedback
P Yang, P Zhao, Y Liu, X Gao
Proceedings of the 2018 SIAM International Conference on Data Mining, 621-629, 2018
172018
Eigenvalues perturbation of integral operator for kernel selection
Y Liu, S Jiang, S Liao
Proceedings of the 22nd ACM international conference on Information …, 2013
172013
Fast Cross-Validation.
Y Liu, H Lin, L Ding, W Wang, S Liao
IJCAI, 2497-2503, 2018
162018
Randomized Kernel Selection With Spectra of Multilevel Circulant Matrices
LZ Ding, S Liao, Y Liu, P Yang, X Gao
Proceedings of the 26th International Joint Conference on Artificial …, 2018
142018
Preventing over-fitting of cross-validation with kernel stability
Y Liu, S Liao
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2014
132014
Learning Structural Representations via Dynamic Object Landmarks Discovery for Sketch Recognition and Retrieval
H Zhang, P She, Y Liu, X Cao, H Foroosh
IEEE Transactions on Image Processing, 2019
112019
Learning Structural Representations via Dynamic Object Landmarks Discovery for Sketch Recognition and Retrieval
H Zhang, P She, Y Liu, X Cao, H Foroosh
IEEE Transactions on Image Processing, 2019
112019
Multi-Class Learning using Unlabeled Samples: Theory and Algorithm
J Li, Y Liu*, R Yin, W Wang
Proceedings of the 28th International Joint Conference on Artificial …, 2019
102019
Kernel selection with spectral perturbation stability of kernel matrix
Y Liu, SZ Liao
Science China Information Sciences 57 (11), 1-10, 2014
102014
Approximate Kernel Selection via Matrix Approximation
L Ding, S Liao, Y Liu, L Liu, F Zhu, Y Yao, L Shao, X Gao
IEEE Transactions on Neural Networks and Learning Systems, 2020
82020
Approximate Kernel Selection with Strong Approximate Consistency
L Ding, Y Liu, S Liao, P Yang, Y Li, Y Pan, C Huang, L Shao, X Gao
Proceedings of the 33th International Joint Conference on Artificial …, 2019
62019
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