@article{cao2024conditional,
            title={Conditional Controllable Image Fusion},
            author={Cao, Bing and Xu, Xingxin and Zhu, Pengfei and Wang, Qilong and Hu, Qinghua},
            journal={arXiv preprint arXiv:2411.01573},
            year={2024}
          }

@article{cao2024visible,
  title={Visible and Clear: Finding Tiny Objects in Difference Map},
  author={Cao, Bing and Yao, Haiyu and Zhu, Pengfei and Hu, Qinghua},
  journal={arXiv preprint arXiv:2405.11276},
  year={2024}
}

@article{huang2024m,
  title={M-RRFS: A Memory-Based Robust Region Feature Synthesizer for Zero-Shot Object Detection},
  author={Huang, Peiliang and Zhang, Dingwen and Cheng, De and Han, Longfei and Zhu, Pengfei and Han, Junwei},
  journal={International Journal of Computer Vision},
  pages={1--22},
  year={2024},
  publisher={Springer}
}

@article{jiang2024m2fnet,
  title={M2FNet: Multi-modal fusion network for object detection from visible and thermal infrared images},
  author={Jiang, Chenchen and Ren, Huazhong and Yang, Hong and Huo, Hongtao and Zhu, Pengfei and Yao, Zhaoyuan and Li, Jing and Sun, Min and Yang, Shihao},
  journal={International Journal of Applied Earth Observation and Geoinformation},
  volume={130},
  pages={103918},
  year={2024},
  publisher={Elsevier}
}

@inproceedings{yaosocialized,
  title={Socialized Learning: Making Each Other Better Through Multi-Agent Collaboration},
  author={Yao, Xinjie and Wang, Yu and Zhu, Pengfei and Lin, Wanyu and Li, Jialu and Li, Weihao and Hu, Qinghua},
  booktitle={Forty-first International Conference on Machine Learning}
}

@article{jiang2024m2fnet,
  title={M2FNet: Multi-modal fusion network for object detection from visible and thermal infrared images},
  author={Jiang, Chenchen and Ren, Huazhong and Yang, Hong and Huo, Hongtao and Zhu, Pengfei and Yao, Zhaoyuan and Li, Jing and Sun, Min and Yang, Shihao},
  journal={International Journal of Applied Earth Observation and Geoinformation},
  volume={130},
  pages={103918},
  year={2024},
  publisher={Elsevier}
}

@article{wang2024integrated,
  title={Integrated Heterogeneous Graph Attention Network for Incomplete Multi-modal Clustering},
  author={Wang, Yu and Yao, Xinjie and Zhu, Pengfei and Li, Weihao and Cao, Meng and Hu, Qinghua},
  journal={International Journal of Computer Vision},
  pages={1--20},
  year={2024},
  publisher={Springer}
}

@inproceedings{zhu2024task,
  title={Task-customized mixture of adapters for general image fusion},
  author={Zhu, Pengfei and Sun, Yang and Cao, Bing and Hu, Qinghua},
  booktitle={Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition},
  pages={7099--7108},
  year={2024}
}

@article{zhu2024multiview,
  title={Multiview Deep Subspace Clustering Networks},
  author={Zhu, Pengfei and Yao, Xinjie and Wang, Yu and Hui, Binyuan and Du, Dawei and Hu, Qinghua},
  journal={IEEE Transactions on Cybernetics},
  year={2024},
  publisher={IEEE}
}

@inproceedings{cao2024bi,
  title={Bi-directional adapter for multimodal tracking},
  author={Cao, Bing and Guo, Junliang and Zhu, Pengfei and Hu, Qinghua},
  booktitle={Proceedings of the AAAI Conference on Artificial Intelligence},
  volume={38},
  number={2},
  pages={927--935},
  year={2024}
}

@inproceedings{zhu2024every,
  title={Every Node is Different: Dynamically Fusing Self-Supervised Tasks for Attributed Graph Clustering},
  author={Zhu, Pengfei and Wang, Qian and Wang, Yu and Li, Jialu and Hu, Qinghua},
  booktitle={Proceedings of the AAAI Conference on Artificial Intelligence},
  volume={38},
  number={15},
  pages={17184--17192},
  year={2024}
}

@inproceedings{wang2024exploring,
  title={Exploring diverse representations for open set recognition},
  author={Wang, Yu and Mu, Junxian and Zhu, Pengfei and Hu, Qinghua},
  booktitle={Proceedings of the AAAI Conference on Artificial Intelligence},
  volume={38},
  number={6},
  pages={5731--5739},
  year={2024}
}

@inproceedings{fan2024dynamic,
  title={Dynamic Sub-graph Distillation for Robust Semi-supervised Continual Learning},
  author={Fan, Yan and Wang, Yu and Zhu, Pengfei and Hu, Qinghua},
  booktitle={Proceedings of the AAAI Conference on Artificial Intelligence},
  volume={38},
  number={11},
  pages={11927--11935},
  year={2024}
}

@article{zhu2024boosting,
  title={Boosting Pseudo-Labeling With Curriculum Self-Reflection for Attributed Graph Clustering},
  author={Zhu, Pengfei and Li, Jialu and Wang, Yu and Xiao, Bin and Zhang, Jinglin and Lin, Wanyu and Hu, Qinghua},
  journal={IEEE Transactions on Neural Networks and Learning Systems},
  year={2024},
  publisher={IEEE}
}

@article{zhu2024ccp,
  title={CCP-GNN: Competitive Covariance Pooling for Improving Graph Neural Networks},
  author={Zhu, Pengfei and Li, Jialu and Dong, Zhe and Hu, Qinghua and Wang, Xiao and Wang, Qilong},
  journal={IEEE Transactions on Neural Networks and Learning Systems},
  year={2024},
  publisher={IEEE}
}

@article{wang2023towards,
  title={Towards a Deeper Understanding of Global Covariance Pooling in Deep Learning: An Optimization Perspective},
  author={Wang, Qilong and Zhang, Zhaolin and Gao, Mingze and Xie, Jiangtao and Zhu, Pengfei and Li, Peihua and Zuo, Wangmeng and Hu, Qinghua},
  journal={IEEE Transactions on Pattern Analysis and Machine Intelligence},
  year={2023},
  publisher={IEEE}
}

@inproceedings{cao2023multi,
  title={Multi-modal gated mixture of local-to-global experts for dynamic image fusion},
  author={Cao, Bing and Sun, Yiming and Zhu, Pengfei and Hu, Qinghua},
  booktitle={Proceedings of the IEEE/CVF International Conference on Computer Vision},
  pages={23555--23564},
  year={2023}
}

@inproceedings{gao2023tuning,
  title={Tuning pre-trained model via moment probing},
  author={Gao, Mingze and Wang, Qilong and Lin, Zhenyi and Zhu, Pengfei and Hu, Qinghua and Zhou, Jingbo},
  booktitle={Proceedings of the IEEE/CVF International Conference on Computer Vision},
  pages={11803--11813},
  year={2023}
}

@article{chen2023cross,
  title={Cross-drone transformer network for robust single object tracking},
  author={Chen, Guanlin and Zhu, Pengfei and Cao, Bing and Wang, Xing and Hu, Qinghua},
  journal={IEEE Transactions on Circuits and Systems for Video Technology},
  volume={33},
  number={9},
  pages={4552--4563},
  year={2023},
  publisher={IEEE}
}

@article{cao2023autoencoder,
  title={Autoencoder-Based Collaborative Attention GAN for Multi-Modal Image Synthesis},
  author={Cao, Bing and Cao, Haifang and Liu, Jiaxu and Zhu, Pengfei and Zhang, Changqing and Hu, Qinghua},
  journal={IEEE Transactions on Multimedia},
  volume={26},
  pages={995--1010},
  year={2023},
  publisher={IEEE}
}

@article{jiang2023openmix+,
  title={Openmix+: Revisiting data augmentation for open set recognition},
  author={Jiang, Guosong and Zhu, Pengfei and Wang, Yu and Hu, Qinghua},
  journal={IEEE Transactions on Circuits and Systems for Video Technology},
  volume={33},
  number={11},
  pages={6777--6787},
  year={2023},
  publisher={IEEE}
}

@article{zhu2023multi,
  title={Multi-task credible pseudo-label learning for semi-supervised crowd counting},
  author={Zhu, Pengfei and Li, Jingqing and Cao, Bing and Hu, Qinghua},
  journal={IEEE Transactions on Neural Networks and Learning Systems},
  year={2023},
  publisher={IEEE}
}

@article{liu2023robust,
  title={Robust multi-drone multi-target tracking to resolve target occlusion: A benchmark},
  author={Liu, Zhihao and Shang, Yuanyuan and Li, Timing and Chen, Guanlin and Wang, Yu and Hu, Qinghua and Zhu, Pengfei},
  journal={IEEE Transactions on Multimedia},
  volume={25},
  pages={1462--1476},
  year={2023},
  publisher={IEEE}
}

@article{cao2023multi,
  title={Multi-view knowledge ensemble with frequency consistency for cross-domain face translation},
  author={Cao, Bing and Wang, Qinghe and Zhu, Pengfei and Hu, Qinghua and Ren, Dongwei and Zuo, Wangmeng and Gao, Xinbo},
  journal={IEEE Transactions on Neural Networks and Learning Systems},
  year={2023},
  publisher={IEEE}
}

Li Q, Zhang C, Hu Q, et al. Stabilizing multispectral pedestrian detection with evidential hybrid fusion[J]. IEEE Transactions on Circuits and Systems for Video Technology, 2023.

@article{yu2022learning,
  title={Learning dynamic compact memory embedding for deformable visual object tracking},
  author={Yu, Hongtao and Zhu, Pengfei and Zhang, Kaihua and Wang, Yu and Zhao, Shuai and Wang, Lei and Zhang, Tianzhu and Hu, Qinghua},
  journal={IEEE Transactions on Neural Networks and Learning Systems},
  volume={35},
  number={4},
  pages={5656--5670},
  year={2022},
  publisher={IEEE}
}

@inproceedings{sun2022detfusion,
  title={Detfusion: A detection-driven infrared and visible image fusion network},
  author={Sun, Yiming and Cao, Bing and Zhu, Pengfei and Hu, Qinghua},
  booktitle={Proceedings of the 30th ACM international conference on multimedia},
  pages={4003--4011},
  year={2022}
}

@article{zhu2022self,
  title={Self-supervised fully automatic learning machine for intelligent retail container},
  author={Zhu, Pengfei and Sun, Yiming and Cao, Bing and Liu, Xiaoyu and Liu, Xin and Hu, Qinghua},
  journal={IEEE Transactions on Instrumentation and Measurement},
  volume={71},
  pages={1--15},
  year={2022},
  publisher={IEEE}
}

@article{cui2022semi,
  title={Semi-supervised image deraining using knowledge distillation},
  author={Cui, Xin and Wang, Cong and Ren, Dongwei and Chen, Yunjin and Zhu, Pengfei},
  journal={IEEE Transactions on Circuits and Systems for Video Technology},
  volume={32},
  number={12},
  pages={8327--8341},
  year={2022},
  publisher={IEEE}
}

@article{zhu2022multi,
  title={Multi-granularity episodic contrastive learning for few-shot learning},
  author={Zhu, Pengfei and Zhu, Zhilin and Wang, Yu and Zhang, Jinglin and Zhao, Shuai},
  journal={Pattern Recognition},
  volume={131},
  pages={108820},
  year={2022},
  publisher={Elsevier}
}

@article{zhu2022collaborative,
  title={Collaborative decision-reinforced self-supervision for attributed graph clustering},
  author={Zhu, Pengfei and Li, Jialu and Wang, Yu and Xiao, Bin and Zhao, Shuai and Hu, Qinghua},
  journal={IEEE Transactions on Neural Networks and Learning Systems},
  volume={34},
  number={12},
  pages={10851--10863},
  year={2022},
  publisher={IEEE}
}

@article{pan2022learning,
  title={Learning self-supervised low-rank network for single-stage weakly and semi-supervised semantic segmentation},
  author={Pan, Junwen and Zhu, Pengfei and Zhang, Kaihua and Cao, Bing and Wang, Yu and Zhang, Dingwen and Han, Junwei and Hu, Qinghua},
  journal={International Journal of Computer Vision},
  volume={130},
  number={5},
  pages={1181--1195},
  year={2022},
  publisher={Springer}
}

@article{sun2022drone,
  title={Drone-based RGB-infrared cross-modality vehicle detection via uncertainty-aware learning},
  author={Sun, Yiming and Cao, Bing and Zhu, Pengfei and Hu, Qinghua},
  journal={IEEE Transactions on Circuits and Systems for Video Technology},
  volume={32},
  number={10},
  pages={6700--6713},
  year={2022},
  publisher={IEEE}
}

@article{li2022confidence,
  title={Confidence-aware fusion using dempster-shafer theory for multispectral pedestrian detection},
  author={Li, Qing and Zhang, Changqing and Hu, Qinghua and Fu, Huazhu and Zhu, Pengfei},
  journal={IEEE Transactions on Multimedia},
  volume={25},
  pages={3420--3431},
  year={2022},
  publisher={IEEE}
}

@inproceedings{pan2022label,
  title={Label-efficient hybrid-supervised learning for medical image segmentation},
  author={Pan, Junwen and Bi, Qi and Yang, Yanzhan and Zhu, Pengfei and Bian, Cheng},
  booktitle={Proceedings of the AAAI Conference on Artificial Intelligence},
  volume={36},
  number={2},
  pages={2026--2034},
  year={2022}
}

@article{zhu2022latent,
  title={Latent heterogeneous graph network for incomplete multi-view learning},
  author={Zhu, Pengfei and Yao, Xinjie and Wang, Yu and Cao, Meng and Hui, Binyuan and Zhao, Shuai and Hu, Qinghua},
  journal={IEEE Transactions on Multimedia},
  volume={25},
  pages={3033--3045},
  year={2022},
  publisher={IEEE}
}

@article{zhu2021detection,
  title={Detection and tracking meet drones challenge},
  author={Zhu, Pengfei and Wen, Longyin and Du, Dawei and Bian, Xiao and Fan, Heng and Hu, Qinghua and Ling, Haibin},
  journal={IEEE Transactions on Pattern Analysis and Machine Intelligence},
  volume={44},
  number={11},
  pages={7380--7399},
  year={2021},
  publisher={IEEE}
}

@article{zhu2021graph,
  title={Graph regularized flow attention network for video animal counting from drones},
  author={Zhu, Pengfei and Peng, Tao and Du, Dawei and Yu, Hongtao and Zhang, Libo and Hu, Qinghua},
  journal={IEEE Transactions on Image Processing},
  volume={30},
  pages={5339--5351},
  year={2021},
  publisher={IEEE}
}

@inproceedings{hui2021dynamic,
  title={Dynamic hybrid relation exploration network for cross-domain context-dependent semantic parsing},
  author={Hui, Binyuan and Geng, Ruiying and Ren, Qiyu and Li, Binhua and Li, Yongbin and Sun, Jian and Huang, Fei and Si, Luo and Zhu, Pengfei and Zhu, Xiaodan},
  booktitle={Proceedings of the AAAI conference on artificial intelligence},
  volume={35},
  number={14},
  pages={13116--13124},
  year={2021}
}

@inproceedings{wan2021multi,
  title={Multi-view information-bottleneck representation learning},
  author={Wan, Zhibin and Zhang, Changqing and Zhu, Pengfei and Hu, Qinghua},
  booktitle={Proceedings of the AAAI conference on artificial intelligence},
  volume={35},
  number={11},
  pages={10085--10092},
  year={2021}
}

@article{learningevolving,
  title={Evolving Fully Automated Machine Learning via Life-Long Knowledge Anchors},
  author={Learning, Hardness-Aware Deep Metric}
}

@inproceedings{wen2021detection,
  title={Detection, tracking, and counting meets drones in crowds: A benchmark},
  author={Wen, Longyin and Du, Dawei and Zhu, Pengfei and Hu, Qinghua and Wang, Qilong and Bo, Liefeng and Lyu, Siwei},
  booktitle={Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition},
  pages={7812--7821},
  year={2021}
}

@article{zhu2020multi,
  title={Multi-drone-based single object tracking with agent sharing network},
  author={Zhu, Pengfei and Zheng, Jiayu and Du, Dawei and Wen, Longyin and Sun, Yiming and Hu, Qinghua},
  journal={IEEE Transactions on Circuits and Systems for Video Technology},
  volume={31},
  number={10},
  pages={4058--4070},
  year={2020},
  publisher={IEEE}
}

@article{liang2020semisupervised,
  title={Semisupervised laplace-regularized multimodality metric learning},
  author={Liang, Jianqing and Zhu, Pengfei and Dang, Chuangyin and Hu, Qinghua},
  journal={IEEE Transactions on Cybernetics},
  volume={52},
  number={5},
  pages={2955--2967},
  year={2020},
  publisher={IEEE}
}

@article{shi2020adaptive,
  title={Adaptive and robust partition learning for person retrieval with policy gradient},
  author={Shi, Yuxuan and Wei, Zhen and Ling, Hefei and Wang, Ziyang and Zhu, Pengfei and Shen, Jialie and Li, Ping},
  journal={IEEE Transactions on Multimedia},
  volume={23},
  pages={3264--3277},
  year={2020},
  publisher={IEEE}
}

@inproceedings{li2020spl,
  title={Spl-mll: Selecting predictable landmarks for multi-label learning},
  author={Li, Junbing and Zhang, Changqing and Zhu, Pengfei and Wu, Baoyuan and Chen, Lei and Hu, Qinghua},
  booktitle={Computer Vision--ECCV 2020: 16th European Conference, Glasgow, UK, August 23--28, 2020, Proceedings, Part IX 16},
  pages={783--799},
  year={2020},
  organization={Springer}
}

@inproceedings{li2020spatial,
  title={Spatial attention pyramid network for unsupervised domain adaptation},
  author={Li, Congcong and Du, Dawei and Zhang, Libo and Wen, Longyin and Luo, Tiejian and Wu, Yanjun and Zhu, Pengfei},
  booktitle={Computer Vision--ECCV 2020: 16th European Conference, Glasgow, UK, August 23--28, 2020, Proceedings, Part XIII 16},
  pages={481--497},
  year={2020},
  organization={Springer}
}

@article{ren2020single,
  title={Single image deraining using bilateral recurrent network},
  author={Ren, Dongwei and Shang, Wei and Zhu, Pengfei and Hu, Qinghua and Meng, Deyu and Zuo, Wangmeng},
  journal={IEEE Transactions on Image Processing},
  volume={29},
  pages={6852--6863},
  year={2020},
  publisher={IEEE}
}

        @article{zhu2020unsupervised,
  title={Unsupervised spectral feature selection with dynamic hyper-graph learning},
  author={Zhu, Xiaofeng and Zhang, Shichao and Zhu, Yonghua and Zhu, Pengfei and Gao, Yue},
  journal={IEEE Transactions on Knowledge and Data Engineering},
  volume={34},
  number={6},
  pages={3016--3028},

        year={2020},
  publisher={IEEE}
}

@article{zhao2019recursive,
  title={A recursive regularization based feature selection framework for hierarchical classification},
  author={Zhao, Hong and Hu, Qinghua and Zhu, Pengfei and Wang, Yu and Wang, Ping},
  journal={IEEE Transactions on Knowledge and Data Engineering},
  volume={33},
  number={7},
  pages={2833--2846},
  year={2019},
  publisher={IEEE}
}

@article{wang2019deep,
  title={Deep fuzzy tree for large-scale hierarchical visual classification},
  author={Wang, Yu and Hu, Qinghua and Zhu, Pengfei and Li, Linhao and Lu, Bingxu and Garibaldi, Jonathan M and Li, Xianling},
  journal={IEEE Transactions on Fuzzy Systems},
  volume={28},
  number={7},
  pages={1395--1406},
  year={2019},
  publisher={IEEE}
}

@inproceedings{li2019flexible,
  title={Flexible multi-view representation learning for subspace clustering.},
  author={Li, Ruihuang and Zhang, Changqing and Hu, Qinghua and Zhu, Pengfei and Wang, Zheng},
  booktitle={IJCAI},
  volume={2019},
  pages={2916--2922},
  year={2019}
}

@article{zhang2019hybrid,
  title={Hybrid noise-oriented multilabel learning},
  author={Zhang, Changqing and Yu, Ziwei and Fu, Huazhu and Zhu, Pengfei and Chen, Lei and Hu, Qinghua},
  journal={IEEE transactions on cybernetics},
  volume={50},
  number={6},
  pages={2837--2850},
  year={2019},
  publisher={IEEE}
}

@article{zhao2019fuzzy,
  title={Fuzzy rough set based feature selection for large-scale hierarchical classification},
  author={Zhao, Hong and Wang, Ping and Hu, Qinghua and Zhu, Pengfei},
  journal={IEEE Transactions on Fuzzy Systems},
  volume={27},
  number={10},
  pages={1891--1903},
  year={2019},
  publisher={IEEE}
}

@inproceedings{wang2019deep,
  title={Deep global generalized gaussian networks},
  author={Wang, Qilong and Li, Peihua and Hu, Qinghua and Zhu, Pengfei and Zuo, Wangmeng},
  booktitle={Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition},
  pages={5080--5088},
  year={2019}
}

@inproceedings{ren2019progressive,
  title={Progressive image deraining networks: A better and simpler baseline},
  author={Ren, Dongwei and Zuo, Wangmeng and Hu, Qinghua and Zhu, Pengfei and Meng, Deyu},
  booktitle={Proceedings of the IEEE/CVF conference on computer vision and pattern recognition},
  pages={3937--3946},
  year={2019}
}

@article{zhu2018multi,
  title={Multi-view label embedding},
  author={Zhu, Pengfei and Hu, Qi and Hu, Qinghua and Zhang, Changqing and Feng, Zhizhao},
  journal={Pattern recognition},
  volume={84},
  pages={126--135},
  year={2018},
  publisher={Elsevier}
}

@article{zhu2018one,
  title={One-step multi-view spectral clustering},
  author={Zhu, Xiaofeng and Zhang, Shichao and He, Wei and Hu, Rongyao and Lei, Cong and Zhu, Pengfei},
  journal={IEEE Transactions on Knowledge and Data Engineering},
  volume={31},
  number={10},
  pages={2022--2034},
  year={2018},
  publisher={IEEE}
}

@inproceedings{zhang2018latent,
  title={Latent semantic aware multi-view multi-label classification},
  author={Zhang, Changqing and Yu, Ziwei and Hu, Qinghua and Zhu, Pengfei and Liu, Xinwang and Wang, Xiaobo},
  booktitle={Proceedings of the AAAI conference on artificial intelligence},
  volume={32},
  number={1},
  year={2018}
}

@article{zhu2018multi,
  title={Multi-label feature selection with missing labels},
  author={Zhu, Pengfei and Xu, Qian and Hu, Qinghua and Zhang, Changqing and Zhao, Hong},
  journal={Pattern Recognition},
  volume={74},
  pages={488--502},
  year={2018},
  publisher={Elsevier}
}

@inproceedings{zhang2018fish,
  title={FISH-MML: Fisher-HSIC multi-view metric learning.},
  author={Zhang, Changqing and Liu, Yeqing and Liu, Yue and Hu, Qinghua and Liu, Xinwang and Zhu, Pengfei},
  booktitle={IJCAI},
  pages={3054--3060},
  year={2018}
}

@inproceedings{zhu2018towards,
  title={Towards Generalized and Efficient Metric Learning on Riemannian Manifold.},
  author={Zhu, Pengfei and Cheng, Hao and Hu, Qinghua and Wang, Qilong and Zhang, Changqing},
  booktitle={IJCAI},
  pages={3235--3241},
  year={2018}
}

@inproceedings{zhu2018beyond,
  title={Beyond Similar and Dissimilar Relations: A Kernel Regression Formulation for Metric Learning.},
  author={Zhu, Pengfei and Qi, Ren and Hu, Qinghua and Wang, Qilong and Zhang, Changqing and Yang, Liu},
  booktitle={IJCAI},
  pages={3242--3248},
  year={2018}
}

@article{zhu2017subspace,
  title={Subspace clustering guided unsupervised feature selection},
  author={Zhu, Pengfei and Zhu, Wencheng and Hu, Qinghua and Zhang, Changqing and Zuo, Wangmeng},
  journal={Pattern Recognition},
  volume={66},
  pages={364--374},
  year={2017},
  publisher={Elsevier}
}

@inproceedings{zhao2017hierarchical,
  title={Hierarchical Feature Selection with Recursive Regularization.},
  author={Zhao, Hong and Zhu, Pengfei and Wang, Ping and Hu, Qinghua},
  booktitle={IJCAI},
  volume={2017},
  pages={3483--3489},
  year={2017}
}

@inproceedings{zhang2017latent,
  title={Latent multi-view subspace clustering},
  author={Zhang, Changqing and Hu, Qinghua and Fu, Huazhu and Zhu, Pengfei and Cao, Xiaochun},
  booktitle={Proceedings of the IEEE conference on computer vision and pattern recognition},
  pages={4279--4287},
  year={2017}
}

@article{zhang2016flexible,
  title={Flexible multi-view dimensionality co-reduction},
  author={Zhang, Changqing and Fu, Huazhu and Hu, Qinghua and Zhu, Pengfei and Cao, Xiaochun},
  journal={IEEE Transactions on Image Processing},
  volume={26},
  number={2},
  pages={648--659},
  year={2016},
  publisher={IEEE}
}

@inproceedings{zhu2016coupled,
  title={Coupled dictionary learning for unsupervised feature selection},
  author={Zhu, Pengfei and Hu, Qinghua and Zhang, Changqing and Zuo, Wangmeng},
  booktitle={Proceedings of the AAAI Conference on Artificial Intelligence},
  volume={30},
  number={1},
  year={2016}
}

@article{an2015data,
  title={Data-distribution-aware fuzzy rough set model and its application to robust classification},
  author={An, Shuang and Hu, Qinghua and Pedrycz, Witold and Zhu, Pengfei and Tsang, Eric CC},
  journal={IEEE Transactions on Cybernetics},
  volume={46},
  number={12},
  pages={3073--3085},
  year={2015},
  publisher={IEEE}
}

@article{zhu2014image,
  title={Image set-based collaborative representation for face recognition},
  author={Zhu, Pengfei and Zuo, Wangmeng and Zhang, Lei and Shiu, Simon Chi-Keung and Zhang, David},
  journal={IEEE transactions on information forensics and security},
  volume={9},
  number={7},
  pages={1120--1132},
  year={2014},
  publisher={IEEE}
}

@article{zhu2015unsupervised,
  title={Unsupervised feature selection by regularized self-representation},
  author={Zhu, Pengfei and Zuo, Wangmeng and Zhang, Lei and Hu, Qinghua and Shiu, Simon CK},
  journal={Pattern Recognition},
  volume={48},
  number={2},
  pages={438--446},
  year={2015},
  publisher={Elsevier}
}

@inproceedings{zhu2013point,
  title={From point to set: Extend the learning of distance metrics},
  author={Zhu, Pengfei and Zhang, Lei and Zuo, Wangmeng and Zhang, David},
  booktitle={Proceedings of the IEEE international conference on computer vision},
  pages={2664--2671},
  year={2013}
}

@inproceedings{zhu2012multi,
  title={Multi-scale patch based collaborative representation for face recognition with margin distribution optimization},
  author={Zhu, Pengfei and Zhang, Lei and Hu, Qinghua and Shiu, Simon CK},
  booktitle={Computer Vision--ECCV 2012: 12th European Conference on Computer Vision, Florence, Italy, October 7-13, 2012, Proceedings, Part I 12},
  pages={822--835},
  year={2012},
  organization={Springer}
}

@inproceedings{zhang2011linear,
  title={A linear subspace learning approach via sparse coding},
  author={Zhang, Lei and Zhu, Pengfei and Hu, Qinghua and Zhang, David},
  booktitle={2011 International Conference on Computer Vision},
  pages={755--761},
  year={2011},
  organization={IEEE}
}

@article{chen2011novel,
  title={A novel algorithm for finding reducts with fuzzy rough sets},
  author={Chen, Degang and Zhang, Lei and Zhao, Suyun and Hu, Qinghua and Zhu, Pengfei},
  journal={IEEE Transactions on Fuzzy Systems},
  volume={20},
  number={2},
  pages={385--389},
  year={2011},
  publisher={IEEE}
}