Journals

2023

Diversified branch fusion for self-knowledge distillation

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

Inf. Fusion 2023

2022

	Towards interpreting deep neural networks via layer behavior understanding Jiezhang Cao, Jincheng Li, Xiping Hu, Xiangmiao Wu, and Mingkui Tan. Mach. Learn. 2022 Pdf BibTex
	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 Pdf BibTex
	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 Pdf BibTex
	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 BibTex
	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 Pdf BibTex

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 Pdf BibTex
	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 Pdf ArXiv BibTex Code
	Content-Aware Convolutional Neural Networks Yong Guo, Yaofo Chen, Mingkui Tan, Kui Jia, Jian Chen, Jingdong Wang Neural Networks 2021 Pdf ArXiv BibTex Code
	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 Pdf BibTex
	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 Pdf ArXiv BibTex Code
	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 Pdf ArXiv BibTex
	Discrimination-aware Network Pruning for Deep Model Compression Jing Liu, Bohan Zhuang, Zhuangwei Zhuang, Yong Guo, Junzhou Huang, Jinhui Zhu, Mingkui Tan TPAMI 2021 Pdf ArXiv BibTex Code
	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 Pdf ArXiv BibTex Code
	Towards effective deep transfer via attentive feature alignment Zheng Xie, Zhiquan Wen, Yaowei Wang, Qingyao Wu, Mingkui Tan Neural Networks 2021 Pdf BibTex Code
	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 Pdf BibTex Code Data
	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 Pdf BibTex
	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 BibTex
	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 Pdf ArXiv BibTex
	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 Pdf BibTex
	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 Pdf BibTex

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 Pdf BibTex
	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 Pdf BibTex Code
	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 Pdf BibTex
	Improving Generative Adversarial Networks with Local Coordinate Coding Jiezhang Cao, Yong Guo, Qingyao Wu, Chunhua Shen, Junzhou Huang, Mingkui Tan TPAMI 2020 Pdf BibTex Code
	Generating Visually Aligned Sound from Videos Peihao Chen, Yang Zhang, Mingkui Tan, Hongdong Xiao, Deng Huang, and Chuang Gan TIP 2020 Pdf BibTex Code
	Collaborative Unsupervised Domain Adaptation for Medical Image Diagnosis Yifan Zhang, Ying Wei, Qingyao Wu, Peilin Zhao, Shuaicheng Niu, Junzhou Huang, Mingkui Tan TIP 2020 Pdf ArXiv BibTex Code
	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 Pdf BibTex
	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 Pdf ArXiv BibTex Code
	A Real-time Action Representation with Temporal Encoding and Deep Compressions Kun Liu, Wu Liu, Huadong Ma, Mingkui Tan, Chuang Gan IEEE TCSVT 2020 Pdf BibTex Code
	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 Pdf BibTex Code
	Cost-Sensitive Portfolio Selection via Deep Reinforcement Learning Yifan Zhang, Peilin Zhao, Bin Li, Qingyao Wu, Junzhou Huang, Mingkui Tan IEEE TKDE 2020 Pdf BibTex Code
	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 Pdf BibTex

2019

	Relation Attention for Temporal Action Localization Chen Peihao, Gan Chuang, Shen Guangyao, Huang Wenbing, Zeng Runhao, Tan Mingkui IEEE TMM 2019 Pdf BibTex
	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 Pdf BibTex
	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 Pdf ArXiv BibTex Code
	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 Pdf BibTex
	Multi-class Heterogeneous Domain Adaptation Joey Tianyi Zhou, Ivor W. Tsang, Sinno Jialin Pan, Mingkui Tan JMLR 2019 Pdf BibTex
	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 Pdf BibTex
	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 Pdf ArXiv BibTex Code
	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 Pdf BibTex
	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 Pdf BibTex
	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 Pdf BibTex Code

2018

	Rethinking Binary Neural Network for Accurate Image Classification and Semantic Segmentation Bohan Zhuang, Chunhua Shen, Mingkui Tan, Lingqiao Liu, Ian Reid Evaluation 2018 Pdf BibTex
	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 Pdf BibTex
	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 Pdf BibTex
	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 Pdf BibTex
	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 Pdf BibTex

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

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

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

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 Pdf BibTex Code
	Matching Pursuit LASSO Part I: Sparse Recovery Over Big Dictionary M. Tan, I. W. Tsang, L. Wang IEEE Trans. Signal Processing 63(3) 2014 Pdf BibTex
	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 Pdf BibTex
	Towards ultrahigh dimensional feature selection for big data Mingkui Tan, Ivor W. Tsang, Li Wang Journal of Machine Learning Research 15(1) 2014 Pdf BibTex

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

2012

Graph embedding based feature selection

Dan Wei, Shutao Li, Mingkui Tan

Neurocomputing 93 2012

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

2010

Tuning SVM parameters by using a hybrid CLPSO-BFGS algorithm

Shutao Li, Mingkui Tan

Neurocomputing 2010

2009

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

Shutao Li, Xixian Wu, Mingkui Tan

IJMIC 8(4) 2009

2008

Gene selection using hybrid particle swarm optimization and genetic algorithm

Shutao Li, Xixian Wu, Mingkui Tan

Soft Computing 2008