Fanhua Shang
Fanhua Shang
Professor at Xidian University
在 cse.cuhk.edu.hk 的电子邮件经过验证 - 首页
标题
引用次数
引用次数
年份
Graph dual regularization non-negative matrix factorization for co-clustering
F Shang, LC Jiao, F Wang
Pattern Recognition 45 (6), 2237-2250, 2012
1982012
Fast affinity propagation clustering: A multilevel approach
F Shang, LC Jiao, J Shi, F Wang, M Gong
Pattern recognition 45 (1), 474-486, 2012
912012
Bilinear factor matrix norm minimization for robust PCA: Algorithms and applications
F Shang, J Cheng, Y Liu, ZQ Luo, Z Lin
IEEE transactions on pattern analysis and machine intelligence 40 (9), 2066-2080, 2018
882018
Handbook of robust low-rank and sparse matrix decomposition: Applications in image and video processing
T Bouwmans, NS Aybat, E Zahzah
CRC Press, 2016
822016
Trace Norm Regularized CANDECOMP/PARAFAC Decomposition With Missing Data
Y Liu, F Shang, L Jiao, J Cheng, H Cheng
IEEE TRANSACTIONS ON CYBERNETICS 45 (11), 2437-2448, 2015
742015
A simple stochastic variance reduced algorithm with fast convergence rates
K Zhou, F Shang, J Cheng
Proceedings of the 35th International Conference on Machine Learning, 2018
672018
Ntire 2020 challenge on real-world image super-resolution: Methods and results
A Lugmayr, M Danelljan, R Timofte
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020
622020
Generalized higher-order orthogonal iteration for tensor decomposition and completion
Y Liu, F Shang, W Fan, J Cheng, H Cheng
Advances in Neural Information Processing Systems 27, 1763-1771, 2014
622014
Robust principal component analysis with missing data
F Shang, Y Liu, J Cheng, H Cheng
Proceedings of the 23rd ACM International Conference on Conference on …, 2014
542014
Sparse coding and classifier ensemble based multi-instance learning for image categorization
X Song, LC Jiao, S Yang, X Zhang, F Shang
Signal processing 93 (1), 1-11, 2013
542013
A fast tri-factorization method for low-rank matrix recovery and completion
Y Liu, LC Jiao, F Shang
Pattern Recognition 46 (1), 163-173, 2013
522013
An efficient matrix factorization based low-rank representation for subspace clustering
Y Liu, LC Jiao, F Shang
Pattern Recognition 46 (1), 284-292, 2013
492013
An efficient matrix factorization method for tensor completion
Y Liu, F Shang
IEEE Signal Processing Letters 20 (4), 307-310, 2013
482013
Accelerated First-order Methods for Geodesically Convex Optimization on Riemannian Manifolds.
Y Liu, F Shang, J Cheng, H Cheng, L Jiao
NIPS, 4868-4877, 2017
472017
Generalized higher order orthogonal iteration for tensor learning and decomposition
Y Liu, F Shang, W Fan, J Cheng, H Cheng
IEEE transactions on neural networks and learning systems 27 (12), 2551-2563, 2015
472015
VR-SGD: A simple stochastic variance reduction method for machine learning
F Shang, K Zhou, H Liu, J Cheng, IW Tsang, L Zhang, D Tao, L Jiao
IEEE Transactions on Knowledge and Data Engineering 32 (1), 188-202, 2020
452020
Fast semi-supervised clustering with enhanced spectral embedding
LC Jiao, F Shang, F Wang, Y Liu
Pattern Recognition 45 (12), 4358-4369, 2012
432012
Scalable Algorithms for Tractable Schatten Quasi-Norm Minimization
F Shang, Y Liu, J Cheng
AAAI, 2016-2022, 2016
382016
Direct acceleration of SAGA using sampled negative momentum
K Zhou, Q Ding, F Shang, J Cheng, D Li, ZQ Luo
The 22nd International Conference on Artificial Intelligence and Statistics …, 2019
372019
Factor matrix trace norm minimization for low-rank tensor completion
Y Liu, F Shang, H Cheng, J Cheng, H Tong
Proceedings of the 2014 SIAM International Conference on Data Mining, 866-874, 2014
372014
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