Publications

Solution Path Algorithm for Twin Multi-class Support Vector Machine
The twin support vector machine and its extensions have made great achievements in dealing with binary classification problems. …
Liuyuan Chen, Kanglei Zhou, Junchang Jing, Haiju Fan, Juntao Li
Posted Aug 2, 2022
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Solution Path Algorithm for Twin Multi-class Support Vector Machine
TSVMPath: Fast Regularization Parameter Tuning Algorithm for Twin Support Vector Machine
Twin support vector machine (TSVM) has attracted much attention in the field of machine learning with good generalization ability and …
Kanglei Zhou, Qiyang Zhang, Juntao Li
Posted Jun 7, 2022
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TSVMPath: Fast Regularization Parameter Tuning Algorithm for Twin Support Vector Machine
STGAE: Spatial-Temporal Graph Auto-Encoder for Hand Motion Denoising
Hand object interaction in mixed reality (MR) relies on the accurate tracking and estimation of human hands, which provide users with a …
Kanglei Zhou, Zhiyuan Cheng, Hubert PH Shum, Frederick WB Li, Xiaohui Liang
Posted Oct 14, 2021
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STGAE: Spatial-Temporal Graph Auto-Encoder for Hand Motion Denoising
Secure image encryption scheme using double random-phase encoding and compressed sensing
A secure optical digital image encryption scheme with authentication capability is proposed using double random-phase encoding (DRPE) …
Kanglei Zhou, Jingjing Fan, Haiju Fan, Ming Li
Posted Jul 14, 2020
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Secure image encryption scheme using double random-phase encoding and compressed sensing
Cryptanalyzing an image encryption based on a modified Henon map using hybrid chaotic shift transform
Recently, a novel image encryption scheme has been proposed based on a modified Henon map using hybrid chaotic shift transform. This …
Kanglei Zhou, Minghui Xu, Jidong Luo, Haiju Fan, Ming Li
Posted Oct 14, 2019
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Cryptanalyzing an image encryption based on a modified Henon map using hybrid chaotic shift transform