Journals

2025

Uncertainty-Calibrated Test-Time Model Adaptation without Forgetting

**Mingkui Tan**, Guohao Chen, Jiaxiang Wu, Yifan Zhang, Yaofo Chen, Peilin Zhao, and Shuaicheng Niu

TPAMI 2025

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Source-Free Elastic Model Adaptation for Vision-and-Language Navigation

**Mingkui Tan**, Peihao Chen, Hongyan Zhi, Jiajie Mai, Benjamin Rosman, Dongyu Ji, Runhao Zeng

TMM 2025

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2024

Towards Long Video Understanding via Fine-detailed Video Story Generation

Zeng You, Zhiquan Wen, Yaofo Chen, Xin Li, Runhao Zeng, Yaowei Wang, **Mingkui Tan**

TCSVT 2024

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Variable-Frequency Phase Unwrapping for High-Speed 3-D Shape Measurement

Jinghui Zeng, Yucheng Li, Chen Xu, Shutao Li, **Mingkui Tan**

IEEE TIM 2024

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EPMF: Efficient Perception-Aware Multi-Sensor Fusion for 3D Semantic Segmentation

**Mingkui Tan**, Zhuangwei Zhuang, Sitao Chen, Rong Li, Kui Jia, Qicheng Wang and Yuanqing Li

TPAMI 2024

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Towards lightweight super-resolution with dual regression learning

Yong Guo , **Mingkui Tan** , Zeshuai Deng , Jingdong Wang , Qi Chen, Jiezhang Cao , Yanwu Xu , and Jian Chen

TPAMI 2024

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Learning to Generate Diverse Data From a Temporal Perspective for Data-Free Quantization

Hui Luo, Shuhai Zhang, Zhuangwei Zhuang, Jiajie Mai, **Mingkui Tan**; Jianlin Zhang

IEEE TCSVT 2024

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Automated Dominative Subspace Mining for Efficient Neural Architecture Search

Yaofo Chen, Yong Guo, Daihai Liao, Fanbing Lv, Hengjie Song, James Tin-Yau Kwok

IEEE TCSVT 2024

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Calibrate the Inter-Observer Segmentation Uncertainty via Diagnosis-First Principle

Junde Wu, Yu Zhang, Huihui Fang, Lixin Duan, **Mingkui Tan**, Weihua Yang

IEEE TMI 2024

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Face anti-spoofing with cross-stage relation enhancement and spoof material perception

Daiyuan Li, Guo Chen, Xixian Wu, Zitong Yu, **Mingkui Tan**

Neural Netw. 2024

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2023

Toward Compact and Robust Model Learning Under Dynamically Perturbed Environments

Hui Luo, Zhuangwei Zhuang, Yuanqing Li, **Mingkui Tan**, Cen Chen, Jianlin Zhang

TCSVT 2023

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Image Captioning With Controllable and Adaptive Length Levels

Ning Ding, Chaorui Deng, **Mingkui Tan**, Qing Du, Zhiwei Ge, Qi Wu

TPAMI 2023

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Temporal Micro-Action Localization for Videofluoroscopic Swallowing Study

Xianghui Ruan, Meng Dai, Zhuokun Chen, Zeng You, Yaowen Zhang, Yuanqing Li, Zulin Dou, **Mingkui Tan**

IEEE J. Biomed. Health Informatics 2023

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Transformer-Based Relational Inference Network for Complex Visual Relational Reasoning

**Mingkui Tan**, Zhiquan Wen, Leyuan Fang, Qi Wu

ACM Trans. Multimedia Comput. Commun. Appl., Volume 20, Issue 1 2023

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Test-Time Model Adaptation for Visual Question Answering With Debiased Self-Supervisions

Zhiquan Wen, Shuaicheng Niu, Ge Li, Qingyao Wu, **Mingkui Tan**, Qi Wu

IEEE Transactions on Multimedia 2023

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Generative Data Free Model Quantization With Knowledge Matching for Classification

Shoukai Xu, Shuhai Zhang, Jing Liu, Bohan Zhuang, Yaowei Wang, **Mingkui Tan**

TCSVT 2023

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Single-Path Bit Sharing for Automatic Loss-Aware Model Compression

Jing Liu, Bohan Zhuang, Peng Chen, Chunhua Shen, Jianfei Cai, **Mingkui Tan**

TPAMI 2023

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Recurrent Affine Transformation for Text-to-Image Synthesis

Senmao Ye, Huan Wang, **Mingkui Tan**, Fei Liu

IEEE TMM 2023

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Learning defense transformations for counterattacking adversarial examples

Jincheng Li, Shuhai Zhang, Jiezhang Cao, **Mingkui Tan**

Neural Networks, Volume 164, July 2023, Pages 177-185 2023

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Diversified branch fusion for self-knowledge distillation

Zuxiang Long, Fuyan Ma, Bin Sun, **Mingkui Tan**, and Shutao Li

Inf. Fusion 2023

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2022

Towards interpreting deep neural networks via layer behavior understanding

Jiezhang Cao, Jincheng Li, Xiping Hu, Xiangmiao Wu, and **Mingkui Tan**.

Mach. Learn. 2022

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Self-Unwrapping Phase-Shifting for Fast and Accurate 3-D Shape Measurement

Jinghui Zeng, Wenxin Ma, Wei Jia, Yucheng Li, Haowen Li, Xuewen Liu, and **Mingkui Tan**.

IEEE Trans. Instrum. Meas. 2022

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Intra- and Inter-Slice Contrastive Learning for Point Supervised OCT Fluid Segmentation

Xingxin He, Leyuan Fang, **Mingkui Tan**, and Xiangdong Chen.

IEEE Trans. Image Process. 2022

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Digital Gonioscopy Based on Three-dimensional Anterior-Segment OCT: An International Multicenter Study

Fei Li, Yifan Yang, Xu Sun, Zhen Qiu, Shihao Zhang, Tin Aung Tun, Baskaran Mani, Monisha Esther Nongpiur, Sunee Chansangpetch, Kitiya Ratanawongphaibul, Anita Manassakorn, Visanee Tantisevi, Prin Rojanapongpun, Fengbin Lin, Weijing Cheng, Rouxi Zhou, Yuhong Liu, Yu Chen, Jian Xiong, **Mingkui Tan**, Tin Aung, Yanwu Xu, Daniel S.W. Ting, Xiulan Zhang

Ophthalmology 2022

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Bidirectional Posture-Appearance Interaction Network for Driver Behavior Recognition

**Mingkui Tan**, Gengqin Ni, Xu Liu, Shiliang Zhang, Xiangmiao Wu, Yaowei Wang, and Runhao Zeng.

IEEE Trans. Intell. Transp. Syst. 2022

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2021

Longitudinal Macular Retinal and Choroidal Microvasculature Changes in High Myopia

Fengbin Lin, Zhenni Zhao, Fei Li, Zhen Qiu, Xinbo Gao, Yunhe Song, Peiyuan Wang, Jian Xiong, Weijing Cheng, Kun Hu, Meiling Chen, Xiaohong Liang, Yifeng Yu, Bin Yang, Chunman Yang, Fanyin Wang, **Mingkui Tan**, Xiulan Zhang

Investig. Ophthalmol. Vis. Sci. 2021

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A Self-Supervised Gait Encoding Approach with Locality-Awareness for 3D Skeleton Based Person Re-Identification

Haocong Rao, Siqi Wang, Xiping Hu, **Mingkui Tan**, Yi Guo, Jun Cheng, Xinwang Liu, Bin Hu

TPAMI 2021

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Content-Aware Convolutional Neural Networks

Yong Guo, Yaofo Chen, **Mingkui Tan**, Kui Jia, Jian Chen, Jingdong Wang

Neural Networks 2021

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Graph Convolutional Module for Temporal Action Localization in Videos

Runhao Zeng, Wenbing Huang, **Mingkui Tan**, Yu Rong, Peilin Zhao, Junzhou Huang, Chuang Gan

TPAMI 2021

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SkeletonNet: A Topology-Preserving Solution for Learning Mesh Reconstruction of Object Surfaces from RGB Images

Jiapeng Tang, Xiaoguang Han, **Mingkui Tan**, Xin Tong, Kui Jia

TPAMI 2021

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Effective Training of Convolutional Neural Networks with Low-bitwidth Weights and Activations

Bohan Zhuang, Jing Liu, **Mingkui Tan**, Lingqiao Liu, Ian Reid, Chunhua Shen

TPAMI 2021

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Discrimination-aware Network Pruning for Deep Model Compression

Jing Liu, Bohan Zhuang, Zhuangwei Zhuang, Yong Guo, Junzhou Huang, Jinhui Zhu, **Mingkui Tan**

TPAMI 2021

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Towards Accurate and Compact Architectures via Neural Architecture Transformer

Yong Guo, Yin Zheng, **Mingkui Tan**, Qi Chen, Zhipeng Li, Jian Chen, Peilin Zhao, Junzhou Huang

TPAMI 2021

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Towards effective deep transfer via attentive feature alignment

Zheng Xie, Zhiquan Wen, Yaowei Wang, Qingyao Wu, **Mingkui Tan**

Neural Networks 2021

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Deep View Synthesis via Self-Consistent Generative Network

Zhuoman Liu, Wei Jia, Ming Yang, Peiyao Luo, Yong Guo, **Mingkui Tan**

IEEE Transactions on Multimedia(TMM) 2021

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Partitioning Stateful Data Stream Applications in Dynamic Edge Cloud Environments

Shaoshuai Ding, Lei Yang, Jiannong Cao, Wei Cai, **Mingkui Tan**, Zhenyu Wang

IEEE Transactions on Services Computing 2021

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Macular and submacular choroidal microvasculature in patients with primary open-angle glaucoma and high myopia

Fengbin Lin, Zhen Qiu, Fei Li, Yu Chen, Yuying Peng, Meiling Chen, Yunhe Song, Jian Xiong, Weijing Cheng, Yuhong Liu, **Mingkui Tan**, Xiulan Zhang and Robert Weinreb

Br. J. Ophthalmol. 2020

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Disturbance-immune weight sharing for neural architecture search

Shuaicheng Niu, Jiaxiang Wu, Yifan Zhang, Yong Guo, Peilin Zhao, Junzhou Huang, and **Mingkui Tan**.

Neural Networks 2020

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Online Adaptive Asymmetric Active Learning with Limited Budgets

Zhang Yifan, Zhao Peilin, Niu Shuaicheng, Wu Qingyao, Cao Jiezhang, Huang Junzhou, Tan Mingkui

IEEE TKDE 2019

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Learning Sparse PCA with Stabilized ADMM Method on Stiefel Manifold

Tan Mingkui, Hu Zhibin, Yan Yuguang, Cao Jiezhang, Gong Dong, Wu Qingyao

IEEE TKDE 2019

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2020

A Tensor-based Markov Chain Model for Heterogeneous Information Network Collective Classification

Chao Han, Jian Chen, **Mingkui Tan**, Michael K.Ng, Qingyao Wu

IEEE Transactions on Knowledge and Data Engineering 2020

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Scripted Video Generation With a Bottom-Up Generative Adversarial Network

Qi Chen, Qi Wu, Jian Chen, Qingyao Wu, Anton van den Hengel, **Mingkui Tan**

TIP 2020

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基于最优传输理论的联合分布匹配方法及应用

曹杰彰，莫朗元，杜卿，国雍，赵沛霖，黄俊洲，谭明奎

计算机学报 2020

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Improving Generative Adversarial Networks with Local Coordinate Coding

Jiezhang Cao, Yong Guo, Qingyao Wu, Chunhua Shen, Junzhou Huang, **Mingkui Tan**

TPAMI 2020

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Generating Visually Aligned Sound from Videos

Peihao Chen, Yang Zhang, **Mingkui Tan**, Hongdong Xiao, Deng Huang, and Chuang Gan

TIP 2020

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Collaborative Unsupervised Domain Adaptation for Medical Image Diagnosis

Yifan Zhang, Ying Wei, Qingyao Wu, Peilin Zhao, Shuaicheng Niu, Junzhou Huang, **Mingkui Tan**

TIP 2020

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AGE challenge: Angle Closure Glaucoma Evaluation in Anterior Segment Optical Coherence Tomography

Huazhu Fu, Fei Li, Xu Sun, Xingxing Cao, Jingan Liao, José Ignacio Orlando, Xing Tao, Yuexiang Li, Shihao Zhang, **Mingkui Tan**, Chenglang Yuan, Cheng Bian, Ruitao Xie, Jiongcheng Li, Xiaomeng Li, Jing Wang, Le Geng, Panming Li, Huaying Hao, Huaying Hao, Yan Kong, Yongyong Ren, Hrvoje Bogunović, Xiulan Zhang, Yanwu Xu

Medical Image Analysis 2020

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Deep High-Resolution Representation Learning for Visual Recognition

Jingdong Wang, Ke Sun, Tianheng Cheng, Borui Jiang, Chaorui Deng, Yang Zhao, Dong Liu, Yadong Mu, **Mingkui Tan**, Xinggang Wang, Wenyu Liu, Bin Xiao

IEEE TPAMI 2020

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A Real-time Action Representation with Temporal Encoding and Deep Compressions

Kun Liu, Wu Liu, Huadong Ma, **Mingkui Tan**, Chuang Gan

IEEE TCSVT 2020

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Multi-way backpropagation for training compact deep neural networks

Yong Guo, Jian Chen, Qing Du, Anton Van Den Hengel, Qinfeng Shi, **Mingkui Tan**

Neural Networks 2020

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Cost-Sensitive Portfolio Selection via Deep Reinforcement Learning

Yifan Zhang, Peilin Zhao, Bin Li, Qingyao Wu, Junzhou Huang, **Mingkui Tan**

IEEE TKDE 2020

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Visual Grounding via Accumulated Attention

Chaorui Deng, Qi Wu, Qingyao Wu, Fuyuan Hu, Fan Lyu, **Mingkui Tan**

IEEE Transactions on Pattern Analysis and Machine Intelligence 2020

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2019

Relation Attention for Temporal Action Localization

Chen Peihao, Gan Chuang, Shen Guangyao, Huang Wenbing, Zeng Runhao, Tan Mingkui

IEEE TMM 2019

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Breaking Winner-Takes-All: Iterative-Winners-Out Networks for Weakly Supervised Temporal Action Localization

Runhao Zeng, Chuang Gan, Peihao Chen, Wenbing Huang, Qingyao Wu, **Mingkui Tan**

IEEE Trans. Image Processing 28(12) 2019

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Deep Multi-View Learning Using Neuron-Wise Correlation-Maximizing Regularizers

Kui Jia, Jiehong Lin, **Mingkui Tan**, and Dacheng Tao

IEEE Trans. Image Processing 28(10) 2019

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Attend and Imagine: Multi-Label Image Classification With Visual Attention and Recurrent Neural Networks

Fan Lyu, Qi Wu, Fuyuan Hu, Qingyao Wu, **Mingkui Tan**

IEEE Trans. Multimedia 21(8) 2019

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Multi-class Heterogeneous Domain Adaptation

Joey Tianyi Zhou, Ivor W. Tsang, Sinno Jialin Pan, **Mingkui Tan**

JMLR 2019

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MPTV: Matching Pursuit-Based Total Variation Minimization for Image Deconvolution

Dong Gong, **Mingkui Tan**, Qinfeng Shi, Anton van den Hengel , Yanning Zhang

IEEE Trans. Image Processing 28(4) 2019

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Auto-Embedding Generative Adversarial Networks for High Resolution Image Synthesis

Yong Guo, Qi Chen, Jian Chen, Qingyao Wu, Qinfeng Shi, **Mingkui Tan**

IEEE Transactions on Multimedia 2019

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Learning Distilled Graph for Large-Scale Social Network Data Clustering

Liu Wenhe, Gong Dong, Tan Mingkui, Shi Qinfeng, Yang Yi, Alexander G. Hauptmann

IEEE Transactions on Knowledge and Data Engineering 2019

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Adaptive Cost-Sensitive Online Classification

Peilin Zhao, Yifan Zhang, Min Wu, Steven C. H. Hoi, **Mingkui Tan**, Junzhou Huang

IEEE Trans. Knowl. Data Eng. 31(2) 2019

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Late Fusion via Subspace Search With Consistency Preservation

X. Dong, Y. Yan, M. Tan, Y. Yang, I. W. Tsang

IEEE Trans. Image Processing 28(1) 2019

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2018

Rethinking Binary Neural Network for Accurate Image Classification and Semantic Segmentation

Bohan Zhuang, Chunhua Shen, **Mingkui Tan**, Lingqiao Liu, Ian Reid

Evaluation 2018

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Fast and Low Memory Cost Matrix Factorization: Algorithm, Analysis, and Case Study

Yan Yan, **Mingkui Tan**, Ivor W. Tsang, Yi Yang, Qinfeng Shi, Chengqi Zhang

IEEE Trans. Knowl. Data Eng. 32(2) 2018

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Optic Disc and Cup Segmentation using Ensemble Deep Neural Networks

Pengshuai Yin, Guanghui Xu, Jingwen Wang, Yuguang Yan, Huaqing Min, Qingyao Wu, **Mingkui Tan**

Refuge reports 2018

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Online Heterogeneous Transfer by Hedge Ensemble of Offline and Online Decisions

Y. Yan, Q. Wu, M. Tan, M. K. Ng, H. Min, I. W. Tsang

IEEE Trans. Neural Netw. Learning Syst. 29(7) 2018

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Compressive Representation for Device-Free Activity Recognition with Passive RFID Signal Strength

L. Yao, Q. Z. Sheng, X. Li, T. Gu, M. Tan, X. Wang, S. Wang, W. Ruan

IEEE Trans. Mob. Comput. 17(2) 2018

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2017

Online Transfer Learning with Multiple Homogeneous or Heterogeneous Sources

Qingyao Wu, Hanrui Wu, Xiaoming Zhou, **Mingkui Tan**, Yonghui Xu, Yuguang Yan, and Tianyong Hao

IEEE Trans. Knowl. Data Eng. 29(7) 2017

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2016

ML-FOREST: A Multi-Label Tree Ensemble Method for Multi-Label Classification

Qingyao Wu, **Mingkui Tan**, Hengjie Song, Jian Chen, Michael K. Ng

IEEE Trans. Knowl. Data Eng. 28(10) 2016

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2015

NMFE-SSCC: Non-negative matrix factorization ensemble for semi-supervised collective classification

Qingyao Wu, Hanrui Wu, Xiaoming Zhou, **Mingkui Tan**, Yonghui Xu, Yuguang Yan, and Tianyong Hao

Knowl.-Based Syst. 89 2015

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2014

Matching Pursuit LASSO Part II: Applications and Sparse Recovery Over Batch Signals s

M. Tan, I. W. Tsang, L. Wang

IEEE Trans. Signal Processing 63(3) 2014

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Matching Pursuit LASSO Part I: Sparse Recovery Over Big Dictionary

M. Tan, I. W. Tsang, L. Wang

IEEE Trans. Signal Processing 63(3) 2014

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A Unified Feature Selection Framework for Graph Embedding on High Dimensional Data

Marcus Chen, Ivor W. Tsang, **Mingkui Tan**, and Tat Jen Cham

IEEE Trans. Knowl. Data Eng. 27(6) 2014

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Towards ultrahigh dimensional feature selection for big data

**Mingkui Tan**, Ivor W. Tsang, Li Wang

Journal of Machine Learning Research 15(1) 2014

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2013

Minimax Sparse Logistic Regression for Very High-Dimensional Feature Selection

**Mingkui Tan**, Ivor W. Tsang, and Li Wang

IEEE Trans. Neural Netw. Learning Syst. 24(10) 2013

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2012

Graph embedding based feature selection

Dan Wei, Shutao Li, **Mingkui Tan**

Neurocomputing 93 2012

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2011

A Hybrid PSO-BFGS Strategy for Global Optimization of Multimodal Functions

Shutao Li, **Mingkui Tan**, Ivor W Tsang, James Tin-Yau Kwok

IEEE Trans. Systems, Man, and Cybernetics, Part B 41(4) 2011

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2010

Tuning SVM parameters by using a hybrid CLPSO-BFGS algorithm

Shutao Li, **Mingkui Tan**

Neurocomputing 2010

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2009

Gene selection and parameter determination of support vector machines based on BPSO algorithm

Shutao Li, Xixian Wu, **Mingkui Tan**

IJMIC 8(4) 2009

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2008

Gene selection using hybrid particle swarm optimization and genetic algorithm

Shutao Li, Xixian Wu, **Mingkui Tan**

Soft Computing 2008

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