Wenzhu Yan

Nanjing Normal University — China

Computer Science · Physical Sciences

11h-index317citations24works0.32yr avg
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Research Topics

Face and Expression Recognition(18), Remote-Sensing Image Classification(6), Sparse and Compressive Sensing Techniques(5), Advanced Image and Video Retrieval Techniques(5), Domain Adaptation and Few-Shot Learning(5)

Publications24 total

Multiple kernel subspace representation and graph construction learning for multi-view clustering
Multimedia Systems·2025
Probabilistic Interpretation Toward Manifold Convex Hull Collaborative Representation
IEEE Transactions on Consumer Electronics·2025
Advanced Graph-MLPs Distillation based on Global and Local Hyperbolic Geometry Learning
2025
Robust Grassmann manifold convex hull collaborative representation learning and its kernel extension for image set analysis
Multimedia Systems·2024· 1 cited
Convex Hull Collaborative Representation Learning on Grassmann Manifold with $$L_1$$ Norm Regularization
Lecture notes in computer science·2023· 2 cited
Transformer embedded spectral-based graph network for facial expression recognition
International Journal of Machine Learning and Cybernetics·2023· 9 cited
Iterative Multiview Subspace Learning for Unpaired Multiview Clustering
IEEE Transactions on Neural Networks and Learning Systems·2023· 11 cited
Twin Support Vector Regression with Privileged Information
Communications in computer and information science·2023
Towards deeper match for multi-view oriented multiple kernel learning
Pattern Recognition·2022· 16 cited
Domain adaptive twin support vector machine learning using privileged information
Neurocomputing·2021· 12 cited
Robust Low Rank and Sparse Representation for Multiple Kernel Dimensionality Reduction
IEEE Transactions on Circuits and Systems for Video Technology·2021· 14 cited
R-CTSVM+: Robust capped L1-norm twin support vector machine with privileged information
Information Sciences·2021· 29 cited
Probabilistic collaborative representation on Grassmann manifold for image set classification
Neural Computing and Applications·2020· 9 cited
Treatment of adhesions after Achilles tendon injury using focused ultrasound with targeted bFGF plasmid-loaded cationic microbubbles
Open Chemistry·2020· 4 citedOpen Access
Semi-supervised learning framework based on statistical analysis for image set classification
Pattern Recognition·2020· 22 cited
Joint dimensionality reduction and metric learning for image set classification
Information Sciences·2019· 21 cited
Locality-aware group sparse coding on Grassmann manifolds for image set classification
Neurocomputing·2019· 10 cited
Prototype learning and collaborative representation using Grassmann manifolds for image set classification
Pattern Recognition·2019· 20 cited
Image Set-Oriented Dual Linear Discriminant Regression Classification and Its Kernel Extension
Neural Processing Letters·2019· 2 cited
Multi-output parameter-insensitive kernel twin SVR model
Neural Networks·2019· 25 cited
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Frequent Co-authors

Yanmeng Li(14), Quansen Sun(9), Huaijiang Sun(7), Zhenwen Ren(3), Wei Dong(3), Xizhan Gao(3), Yao Guan(3), Xiaobo Shen(2), Ming Yang(2), Yanmeng Li(2), Bin Wu(1), Xiaoqian Zhang(1), Qiongjie Cui(1), Huaijiang Sun(1), Xiaoqian Zhang(1), Ming–Hsuan Yang(1), Zhichao Zheng(1), Quan Zhang(1), Wanqi Yang(1), Like Xin(1)