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2010 – 2019
- 2018
[j5]Xinxing Xu, Shijie Xiao, Zhang Yi
, Xi Peng, Yong Liu:
Orthogonal Principal Coefficients Embedding for Unsupervised Subspace Learning. IEEE Trans. Cogn. Dev. Syst. 10(2): 280-289 (2018)- [j4]Xi Peng, Jiashi Feng, Shijie Xiao, Wei-Yun Yau, Joey Tianyi Zhou, Songfan Yang:
Structured AutoEncoders for Subspace Clustering. IEEE Trans. Image Process. 27(10): 5076-5086 (2018) - 2017
- [i2]Xi Peng, Jiashi Feng, Shijie Xiao, Jiwen Lu, Zhang Yi, Shuicheng Yan:
Deep Sparse Subspace Clustering. CoRR abs/1709.08374 (2017) - 2016
- [b1]Shijie Xiao:
Improved low rank representation : kernelization, efficient optimization and applications. Nanyang Technological University, Singapore, 2016 - [j3]Shijie Xiao, Mingkui Tan, Dong Xu, Zhao Yang Dong:
Robust Kernel Low-Rank Representation. IEEE Trans. Neural Networks Learn. Syst. 27(11): 2268-2281 (2016) - [j2]Xi Peng, Huajin Tang, Lei Zhang, Zhang Yi, Shijie Xiao:
A Unified Framework for Representation-Based Subspace Clustering of Out-of-Sample and Large-Scale Data. IEEE Trans. Neural Networks Learn. Syst. 27(12): 2499-2512 (2016) - [c6]Mingkui Tan, Shijie Xiao, Junbin Gao, Dong Xu, Anton van den Hengel, Qinfeng Shi:
Proximal Riemannian Pursuit for Large-Scale Trace-Norm Minimization. CVPR 2016: 5877-5886 - [c5]Xi Peng, Shijie Xiao, Jiashi Feng, Wei-Yun Yau, Zhang Yi:
Deep Subspace Clustering with Sparsity Prior. IJCAI 2016: 1925-1931 - 2015
- [j1]Shijie Xiao, Dong Xu, Jianxin Wu:
Automatic Face Naming by Learning Discriminative Affinity Matrices From Weakly Labeled Images. IEEE Trans. Neural Networks Learn. Syst. 26(10): 2440-2452 (2015) - [c4]Shijie Xiao, Wen Li, Dong Xu, Dacheng Tao:
FaLRR: A fast low rank representation solver. CVPR 2015: 4612-4620 - [c3]Xiuhua Li, Xiaofei Wang, Shijie Xiao, Victor C. M. Leung:
Delay performance analysis of cooperative cell caching in future mobile networks. ICC 2015: 5652-5657 - [i1]Mingkui Tan, Shijie Xiao, Junbin Gao, Dong Xu, Anton van den Hengel, Qinfeng Shi:
Scalable Nuclear-norm Minimization by Subspace Pursuit Proximal Riemannian Gradient. CoRR abs/1503.02828 (2015) - 2014
- [c2]Shijie Xiao, Mingkui Tan, Dong Xu:
Weighted Block-Sparse Low Rank Representation for Face Clustering in Videos. ECCV (6) 2014: 123-138 - 2013
- [c1]Zinan Zeng, Shijie Xiao, Kui Jia, Tsung-Han Chan, Shenghua Gao, Dong Xu, Yi Ma:
Learning by Associating Ambiguously Labeled Images. CVPR 2013: 708-715
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