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Author

Jianyu Miao

Observed name: Miao, Jianyu
ORCID: 0000-0002-5180-6894
Observed ORCID: 0000-0002-5180-6894
OpenAlex ID: A5026045708
A Survey on Feature Selection
2016 · Jianyu Miao, Lingfeng Niu · Procedia Computer Science · 569
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Transformed ℓ1 regularization for learning sparse deep neural networks
2019 · Rongrong Ma, Jianyu Miao, et al. · Neural Networks · 114
Feature Selection With $\ell_{2,1-2}$ Regularization
2018 · Yong Shi, Jianyu Miao, et al. · IEEE Transactions on Neural Networks and Learning Systems · 81
Graph regularized locally linear embedding for unsupervised feature selection
2021 · Jianyu Miao, Tiejun Yang, et al. · Pattern Recognition · 70
Unsupervised feature selection by non-convex regularized self-representation
2021 · Jianyu Miao, Yuan Ping, et al. · Expert Systems with Applications · 36
Lightweight-VGG: A Fast Deep Learning Architecture Based on Dimensionality Reduction and Nonlinear Enhancement for Hyperspectral Image Classification
2024 · Xuan Fei, Sijia Wu, et al. · Remote Sensing · 33
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Fast kernel extreme learning machine for ordinal regression
2019 · Yong Shi, Peijia Li, et al. · Knowledge-Based Systems · 27
DC-SiamNet: Deep contrastive Siamese network for self-supervised MRI reconstruction
2023 · Yanghui Yan, Tiejun Yang, et al. · Computers in Biology and Medicine · 25
Multi-task feature selection with sparse regularization to extract common and task-specific features
2019 · Jiashuai Zhang, Jianyu Miao, et al. · Neurocomputing · 22
Research on Graph Neural Network in Stock Market
2022 · Wenjun Zhang, Zhensong Chen, et al. · Procedia Computer Science · 20
Sparse matrix factorization with L 2 , 1 norm for matrix completion
2022 · Xiaobo Jin, Jianyu Miao, et al. · Pattern Recognition · 18
IWNeXt: an image-wavelet domain ConvNeXt-based network for self-supervised multi-contrast MRI reconstruction
2024 · Yanghui Yan, Tiejun Yang, et al. · Physics in Medicine and Biology · 13
Explicit unsupervised feature selection based on structured graph and locally linear embedding
2024 · Jianyu Miao, Jingjing Zhao, et al. · Expert Systems with Applications · 12
Self-paced non-convex regularized analysis–synthesis dictionary learning for unsupervised feature selection
2022 · Jianyu Miao, Tiejun Yang, et al. · Knowledge-Based Systems · 12
Training Compact DNNs with ℓ 1 / 2 Regularization
2022 · Anda Tang, Lingfeng Niu, et al. · Pattern Recognition · 11
Robust sparse orthogonal basis clustering for unsupervised feature selection
2025 · Jianyu Miao, Jingjing Zhao, et al. · Expert Systems with Applications · 9
A New Local Knowledge-Based Collaborative Representation for Image Recognition
2020 · Junwei Jin, Yanting Li, et al. · IEEE Access · 9
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View's dependency and low‐rank background‐guided compressed sensing for multi‐view image joint reconstruction
2019 · Xuan Fei, Lei Li, et al. · IET Image Processing · 9
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A Comprehensive Survey on Subspace Clustering: Methods and Applications
2025 · Jianyu Miao, Xiaochan Zhang, et al. · Artificial Intelligence Review · 8
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A Self-Supervised Equivariant Refinement Classification Network for Diabetic Retinopathy Classification
2024 · Jiacheng Fan, Tiejun Yang, et al. · Journal of Imaging Informatics in Medicine · 8
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Towards Compact Broad Learning System by Combined Sparse Regularization
2021 · Jianyu Miao, Tiejun Yang, et al. · International Journal of Information Technology & Decision Making · 7
Joint Sparse Regularization for Dictionary Learning
2019 · Jianyu Miao, Heling Cao, et al. · Cognitive Computation · 7
Transformed $\ell_1$ Regularization for Learning Sparse Deep Neural Networks
2019 · Ma, Rongrong, Miao, Jianyu, et al. · arXiv (Cornell University) · 7
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Feature selection with MCP $$^2$$ 2 regularization
2018 · Yong Shi, Jianyu Miao, et al. · Neural Computing and Applications · 7
Sparse regularization based feature selection: A survey
2023 · Jingjing Zhao, Yashu Liu, et al. · Procedia Computer Science · 6
Works count: 41
Citation count: 1,162
H-index: 12
I10-index: 15
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