BibTeX records: Yinghuan Shi

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@article{DBLP:journals/pr/HuQZS24,
  author       = {Jiajun Hu and
                  Lei Qi and
                  Jian Zhang and
                  Yinghuan Shi},
  title        = {Domain generalization via Inter-domain Alignment and Intra-domain
                  Expansion},
  journal      = {Pattern Recognit.},
  volume       = {146},
  pages        = {110029},
  year         = {2024},
  url          = {https://doi.org/10.1016/j.patcog.2023.110029},
  doi          = {10.1016/J.PATCOG.2023.110029},
  timestamp    = {Tue, 05 Dec 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/pr/HuQZS24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/QiYSG24,
  author       = {Lei Qi and
                  Hongpeng Yang and
                  Yinghuan Shi and
                  Xin Geng},
  title        = {NormAUG: Normalization-Guided Augmentation for Domain Generalization},
  journal      = {{IEEE} Trans. Image Process.},
  volume       = {33},
  pages        = {1419--1431},
  year         = {2024},
  url          = {https://doi.org/10.1109/TIP.2024.3364516},
  doi          = {10.1109/TIP.2024.3364516},
  timestamp    = {Thu, 29 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tip/QiYSG24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/WangQGSG24,
  author       = {Na Wang and
                  Lei Qi and
                  Jintao Guo and
                  Yinghuan Shi and
                  Yang Gao},
  title        = {Learning Generalizable Models via Disentangling Spurious and Enhancing
                  Potential Correlations},
  journal      = {{IEEE} Trans. Image Process.},
  volume       = {33},
  pages        = {1627--1642},
  year         = {2024},
  url          = {https://doi.org/10.1109/TIP.2024.3361689},
  doi          = {10.1109/TIP.2024.3361689},
  timestamp    = {Sat, 16 Mar 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tip/WangQGSG24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/titb/XuYSTLPDGS24,
  author       = {Weijin Xu and
                  Huihua Yang and
                  Yinghuan Shi and
                  Tao Tan and
                  Wentao Liu and
                  Xipeng Pan and
                  Yiming Deng and
                  Feng Gao and
                  Ruisheng Su},
  title        = {ERNet: Edge Regularization Network for Cerebral Vessel Segmentation
                  in Digital Subtraction Angiography Images},
  journal      = {{IEEE} J. Biomed. Health Informatics},
  volume       = {28},
  number       = {3},
  pages        = {1472--1483},
  year         = {2024},
  url          = {https://doi.org/10.1109/JBHI.2023.3342195},
  doi          = {10.1109/JBHI.2023.3342195},
  timestamp    = {Mon, 01 Apr 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/titb/XuYSTLPDGS24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tomccap/GuoQSG24,
  author       = {Jintao Guo and
                  Lei Qi and
                  Yinghuan Shi and
                  Yang Gao},
  title        = {{PLACE} Dropout: {A} Progressive Layer-wise and Channel-wise Dropout
                  for Domain Generalization},
  journal      = {{ACM} Trans. Multim. Comput. Commun. Appl.},
  volume       = {20},
  number       = {3},
  pages        = {65:1--65:23},
  year         = {2024},
  url          = {https://doi.org/10.1145/3624015},
  doi          = {10.1145/3624015},
  timestamp    = {Sat, 10 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tomccap/GuoQSG24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ChenDLQSG24,
  author       = {Taicai Chen and
                  Yue Duan and
                  Dong Li and
                  Lei Qi and
                  Yinghuan Shi and
                  Yang Gao},
  editor       = {Michael J. Wooldridge and
                  Jennifer G. Dy and
                  Sriraam Natarajan},
  title        = {{PG-LBO:} Enhancing High-Dimensional Bayesian Optimization with Pseudo-Label
                  and Gaussian Process Guidance},
  booktitle    = {Thirty-Eighth {AAAI} Conference on Artificial Intelligence, {AAAI}
                  2024, Thirty-Sixth Conference on Innovative Applications of Artificial
                  Intelligence, {IAAI} 2024, Fourteenth Symposium on Educational Advances
                  in Artificial Intelligence, {EAAI} 2014, February 20-27, 2024, Vancouver,
                  Canada},
  pages        = {11381--11389},
  publisher    = {{AAAI} Press},
  year         = {2024},
  url          = {https://doi.org/10.1609/aaai.v38i10.29018},
  doi          = {10.1609/AAAI.V38I10.29018},
  timestamp    = {Sat, 20 Apr 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/ChenDLQSG24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/DuanZQZWS24,
  author       = {Yue Duan and
                  Zhen Zhao and
                  Lei Qi and
                  Luping Zhou and
                  Lei Wang and
                  Yinghuan Shi},
  editor       = {Michael J. Wooldridge and
                  Jennifer G. Dy and
                  Sriraam Natarajan},
  title        = {Roll with the Punches: Expansion and Shrinkage of Soft Label Selection
                  for Semi-supervised Fine-Grained Learning},
  booktitle    = {Thirty-Eighth {AAAI} Conference on Artificial Intelligence, {AAAI}
                  2024, Thirty-Sixth Conference on Innovative Applications of Artificial
                  Intelligence, {IAAI} 2024, Fourteenth Symposium on Educational Advances
                  in Artificial Intelligence, {EAAI} 2014, February 20-27, 2024, Vancouver,
                  Canada},
  pages        = {11829--11837},
  publisher    = {{AAAI} Press},
  year         = {2024},
  url          = {https://doi.org/10.1609/aaai.v38i10.29068},
  doi          = {10.1609/AAAI.V38I10.29068},
  timestamp    = {Sat, 20 Apr 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/DuanZQZWS24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-05752,
  author       = {Na Wang and
                  Lei Qi and
                  Jintao Guo and
                  Yinghuan Shi and
                  Yang Gao},
  title        = {Learning Generalizable Models via Disentangling Spurious and Enhancing
                  Potential Correlations},
  journal      = {CoRR},
  volume       = {abs/2401.05752},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2401.05752},
  doi          = {10.48550/ARXIV.2401.05752},
  eprinttype    = {arXiv},
  eprint       = {2401.05752},
  timestamp    = {Sat, 20 Apr 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2401-05752.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-11229,
  author       = {Shumeng Li and
                  Lei Qi and
                  Qian Yu and
                  Jing Huo and
                  Yinghuan Shi and
                  Yang Gao},
  title        = {Concatenate, Fine-tuning, Re-training: {A} SAM-enabled Framework for
                  Semi-supervised 3D Medical Image Segmentation},
  journal      = {CoRR},
  volume       = {abs/2403.11229},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2403.11229},
  doi          = {10.48550/ARXIV.2403.11229},
  eprinttype    = {arXiv},
  eprint       = {2403.11229},
  timestamp    = {Sat, 20 Apr 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2403-11229.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-11792,
  author       = {Jintao Guo and
                  Lei Qi and
                  Yinghuan Shi and
                  Yang Gao},
  title        = {{SETA:} Semantic-Aware Token Augmentation for Domain Generalization},
  journal      = {CoRR},
  volume       = {abs/2403.11792},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2403.11792},
  doi          = {10.48550/ARXIV.2403.11792},
  eprinttype    = {arXiv},
  eprint       = {2403.11792},
  timestamp    = {Sat, 20 Apr 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2403-11792.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/LiWYDTQHSWGL23,
  author       = {Wenbin Li and
                  Ziyi Wang and
                  Xuesong Yang and
                  Chuanqi Dong and
                  Pinzhuo Tian and
                  Tiexin Qin and
                  Jing Huo and
                  Yinghuan Shi and
                  Lei Wang and
                  Yang Gao and
                  Jiebo Luo},
  title        = {LibFewShot: {A} Comprehensive Library for Few-Shot Learning},
  journal      = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
  volume       = {45},
  number       = {12},
  pages        = {14938--14955},
  year         = {2023},
  url          = {https://doi.org/10.1109/TPAMI.2023.3312125},
  doi          = {10.1109/TPAMI.2023.3312125},
  timestamp    = {Tue, 28 Nov 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/pami/LiWYDTQHSWGL23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/WangQSG23,
  author       = {Ruiqi Wang and
                  Lei Qi and
                  Yinghuan Shi and
                  Yang Gao},
  title        = {Better pseudo-label: Joint domain-aware label and dual-classifier
                  for semi-supervised domain generalization},
  journal      = {Pattern Recognit.},
  volume       = {133},
  pages        = {108987},
  year         = {2023},
  url          = {https://doi.org/10.1016/j.patcog.2022.108987},
  doi          = {10.1016/J.PATCOG.2022.108987},
  timestamp    = {Tue, 08 Nov 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/pr/WangQSG23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/QiLWSG23,
  author       = {Lei Qi and
                  Jiaqi Liu and
                  Lei Wang and
                  Yinghuan Shi and
                  Xin Geng},
  title        = {Unsupervised generalizable multi-source person re-identification:
                  {A} Domain-specific adaptive framework},
  journal      = {Pattern Recognit.},
  volume       = {140},
  pages        = {109546},
  year         = {2023},
  url          = {https://doi.org/10.1016/j.patcog.2023.109546},
  doi          = {10.1016/J.PATCOG.2023.109546},
  timestamp    = {Fri, 03 Nov 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/pr/QiLWSG23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmi/LiCQYSG23,
  author       = {Shumeng Li and
                  Heng Cai and
                  Lei Qi and
                  Qian Yu and
                  Yinghuan Shi and
                  Yang Gao},
  title        = {{PLN:} Parasitic-Like Network for Barely Supervised Medical Image
                  Segmentation},
  journal      = {{IEEE} Trans. Medical Imaging},
  volume       = {42},
  number       = {3},
  pages        = {582--593},
  year         = {2023},
  url          = {https://doi.org/10.1109/TMI.2022.3211188},
  doi          = {10.1109/TMI.2022.3211188},
  timestamp    = {Sat, 11 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tmi/LiCQYSG23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmm/QiWSG23,
  author       = {Lei Qi and
                  Lei Wang and
                  Yinghuan Shi and
                  Xin Geng},
  title        = {A Novel Mix-Normalization Method for Generalizable Multi-Source Person
                  Re-Identification},
  journal      = {{IEEE} Trans. Multim.},
  volume       = {25},
  pages        = {4856--4867},
  year         = {2023},
  url          = {https://doi.org/10.1109/TMM.2022.3183393},
  doi          = {10.1109/TMM.2022.3183393},
  timestamp    = {Fri, 24 Nov 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tmm/QiWSG23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/LiLHSGWL23,
  author       = {Wenbin Li and
                  Yanfang Liu and
                  Jing Huo and
                  Yinghuan Shi and
                  Yang Gao and
                  Lei Wang and
                  Jiebo Luo},
  title        = {A Multilayer Framework for Online Metric Learning},
  journal      = {{IEEE} Trans. Neural Networks Learn. Syst.},
  volume       = {34},
  number       = {10},
  pages        = {6701--6713},
  year         = {2023},
  url          = {https://doi.org/10.1109/TNNLS.2022.3213511},
  doi          = {10.1109/TNNLS.2022.3213511},
  timestamp    = {Fri, 27 Oct 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tnn/LiLHSGWL23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/CaiLQYS023,
  author       = {Heng Cai and
                  Shumeng Li and
                  Lei Qi and
                  Qian Yu and
                  Yinghuan Shi and
                  Yang Gao},
  title        = {Orthogonal Annotation Benefits Barely-supervised Medical Image Segmentation},
  booktitle    = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
                  {CVPR} 2023, Vancouver, BC, Canada, June 17-24, 2023},
  pages        = {3302--3311},
  publisher    = {{IEEE}},
  year         = {2023},
  url          = {https://doi.org/10.1109/CVPR52729.2023.00322},
  doi          = {10.1109/CVPR52729.2023.00322},
  timestamp    = {Thu, 05 Oct 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/cvpr/CaiLQYS023.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/YangQFZS23,
  author       = {Lihe Yang and
                  Lei Qi and
                  Litong Feng and
                  Wayne Zhang and
                  Yinghuan Shi},
  title        = {Revisiting Weak-to-Strong Consistency in Semi-Supervised Semantic
                  Segmentation},
  booktitle    = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
                  {CVPR} 2023, Vancouver, BC, Canada, June 17-24, 2023},
  pages        = {7236--7246},
  publisher    = {{IEEE}},
  year         = {2023},
  url          = {https://doi.org/10.1109/CVPR52729.2023.00699},
  doi          = {10.1109/CVPR52729.2023.00699},
  timestamp    = {Tue, 05 Dec 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/cvpr/YangQFZS23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/GuoW0S23,
  author       = {Jintao Guo and
                  Na Wang and
                  Lei Qi and
                  Yinghuan Shi},
  title        = {{ALOFT:} {A} Lightweight MLP-Like Architecture with Dynamic Low-Frequency
                  Transform for Domain Generalization},
  booktitle    = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
                  {CVPR} 2023, Vancouver, BC, Canada, June 17-24, 2023},
  pages        = {24132--24141},
  publisher    = {{IEEE}},
  year         = {2023},
  url          = {https://doi.org/10.1109/CVPR52729.2023.02311},
  doi          = {10.1109/CVPR52729.2023.02311},
  timestamp    = {Tue, 29 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/cvpr/GuoW0S23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/WangZ0S23,
  author       = {Xiran Wang and
                  Jian Zhang and
                  Lei Qi and
                  Yinghuan Shi},
  title        = {Generalizable Decision Boundaries: Dualistic Meta-Learning for Open
                  Set Domain Generalization},
  booktitle    = {{IEEE/CVF} International Conference on Computer Vision, {ICCV} 2023,
                  Paris, France, October 1-6, 2023},
  pages        = {11530--11539},
  publisher    = {{IEEE}},
  year         = {2023},
  url          = {https://doi.org/10.1109/ICCV51070.2023.01062},
  doi          = {10.1109/ICCV51070.2023.01062},
  timestamp    = {Mon, 22 Jan 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/iccv/WangZ0S23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/00100S023,
  author       = {Zekun Li and
                  Lei Qi and
                  Yinghuan Shi and
                  Yang Gao},
  title        = {IOMatch: Simplifying Open-Set Semi-Supervised Learning with Joint
                  Inliers and Outliers Utilization},
  booktitle    = {{IEEE/CVF} International Conference on Computer Vision, {ICCV} 2023,
                  Paris, France, October 1-6, 2023},
  pages        = {15824--15833},
  publisher    = {{IEEE}},
  year         = {2023},
  url          = {https://doi.org/10.1109/ICCV51070.2023.01454},
  doi          = {10.1109/ICCV51070.2023.01454},
  timestamp    = {Mon, 22 Jan 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/iccv/00100S023.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/GuiZQZWS23,
  author       = {Guan Gui and
                  Zhen Zhao and
                  Lei Qi and
                  Luping Zhou and
                  Lei Wang and
                  Yinghuan Shi},
  title        = {Enhancing Sample Utilization through Sample Adaptive Augmentation
                  in Semi-Supervised Learning},
  booktitle    = {{IEEE/CVF} International Conference on Computer Vision, {ICCV} 2023,
                  Paris, France, October 1-6, 2023},
  pages        = {15834--15843},
  publisher    = {{IEEE}},
  year         = {2023},
  url          = {https://doi.org/10.1109/ICCV51070.2023.01455},
  doi          = {10.1109/ICCV51070.2023.01455},
  timestamp    = {Sat, 20 Apr 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iccv/GuiZQZWS23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/DuanZQZWS23,
  author       = {Yue Duan and
                  Zhen Zhao and
                  Lei Qi and
                  Luping Zhou and
                  Lei Wang and
                  Yinghuan Shi},
  title        = {Towards Semi-supervised Learning with Non-random Missing Labels},
  booktitle    = {{IEEE/CVF} International Conference on Computer Vision, {ICCV} 2023,
                  Paris, France, October 1-6, 2023},
  pages        = {16075--16085},
  publisher    = {{IEEE}},
  year         = {2023},
  url          = {https://doi.org/10.1109/ICCV51070.2023.01477},
  doi          = {10.1109/ICCV51070.2023.01477},
  timestamp    = {Sat, 20 Apr 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iccv/DuanZQZWS23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/YangZQQSZ23,
  author       = {Lihe Yang and
                  Zhen Zhao and
                  Lei Qi and
                  Yu Qiao and
                  Yinghuan Shi and
                  Hengshuang Zhao},
  title        = {Shrinking Class Space for Enhanced Certainty in Semi-Supervised Learning},
  booktitle    = {{IEEE/CVF} International Conference on Computer Vision, {ICCV} 2023,
                  Paris, France, October 1-6, 2023},
  pages        = {16141--16150},
  publisher    = {{IEEE}},
  year         = {2023},
  url          = {https://doi.org/10.1109/ICCV51070.2023.01483},
  doi          = {10.1109/ICCV51070.2023.01483},
  timestamp    = {Sat, 20 Apr 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iccv/YangZQQSZ23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/00020SG23,
  author       = {Jian Zhang and
                  Lei Qi and
                  Yinghuan Shi and
                  Yang Gao},
  title        = {DomainAdaptor: {A} Novel Approach to Test-time Adaptation},
  booktitle    = {{IEEE/CVF} International Conference on Computer Vision, {ICCV} 2023,
                  Paris, France, October 1-6, 2023},
  pages        = {18925--18935},
  publisher    = {{IEEE}},
  year         = {2023},
  url          = {https://doi.org/10.1109/ICCV51070.2023.01739},
  doi          = {10.1109/ICCV51070.2023.01739},
  timestamp    = {Tue, 23 Jan 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/iccv/00020SG23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/GuoQS23,
  author       = {Jintao Guo and
                  Lei Qi and
                  Yinghuan Shi},
  title        = {DomainDrop: Suppressing Domain-Sensitive Channels for Domain Generalization},
  booktitle    = {{IEEE/CVF} International Conference on Computer Vision, {ICCV} 2023,
                  Paris, France, October 1-6, 2023},
  pages        = {19057--19067},
  publisher    = {{IEEE}},
  year         = {2023},
  url          = {https://doi.org/10.1109/ICCV51070.2023.01751},
  doi          = {10.1109/ICCV51070.2023.01751},
  timestamp    = {Sat, 20 Apr 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iccv/GuoQS23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/CaiQYSG23,
  author       = {Heng Cai and
                  Lei Qi and
                  Qian Yu and
                  Yinghuan Shi and
                  Yang Gao},
  editor       = {Hayit Greenspan and
                  Anant Madabhushi and
                  Parvin Mousavi and
                  Septimiu Salcudean and
                  James Duncan and
                  Tanveer F. Syeda{-}Mahmood and
                  Russell H. Taylor},
  title        = {3D Medical Image Segmentation with Sparse Annotation via Cross-Teaching
                  Between 3D and 2D Networks},
  booktitle    = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
                  2023 - 26th International Conference, Vancouver, BC, Canada, October
                  8-12, 2023, Proceedings, Part {III}},
  series       = {Lecture Notes in Computer Science},
  volume       = {14222},
  pages        = {614--624},
  publisher    = {Springer},
  year         = {2023},
  url          = {https://doi.org/10.1007/978-3-031-43898-1\_59},
  doi          = {10.1007/978-3-031-43898-1\_59},
  timestamp    = {Thu, 05 Oct 2023 18:00:36 +0200},
  biburl       = {https://dblp.org/rec/conf/miccai/CaiQYSG23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/YangXKSZ23,
  author       = {Lihe Yang and
                  Xiaogang Xu and
                  Bingyi Kang and
                  Yinghuan Shi and
                  Hengshuang Zhao},
  editor       = {Alice Oh and
                  Tristan Naumann and
                  Amir Globerson and
                  Kate Saenko and
                  Moritz Hardt and
                  Sergey Levine},
  title        = {FreeMask: Synthetic Images with Dense Annotations Make Stronger Segmentation
                  Models},
  booktitle    = {Advances in Neural Information Processing Systems 36: Annual Conference
                  on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
                  LA, USA, December 10 - 16, 2023},
  year         = {2023},
  url          = {http://papers.nips.cc/paper\_files/paper/2023/hash/3ba7560b4c3e66d760fbdd472cf4a5a9-Abstract-Conference.html},
  timestamp    = {Fri, 01 Mar 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/YangXKSZ23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-11674,
  author       = {Jintao Guo and
                  Na Wang and
                  Lei Qi and
                  Yinghuan Shi},
  title        = {{ALOFT:} {A} Lightweight MLP-like Architecture with Dynamic Low-frequency
                  Transform for Domain Generalization},
  journal      = {CoRR},
  volume       = {abs/2303.11674},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2303.11674},
  doi          = {10.48550/ARXIV.2303.11674},
  eprinttype    = {arXiv},
  eprint       = {2303.11674},
  timestamp    = {Wed, 22 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2303-11674.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-13090,
  author       = {Heng Cai and
                  Shumeng Li and
                  Lei Qi and
                  Qian Yu and
                  Yinghuan Shi and
                  Yang Gao},
  title        = {Orthogonal Annotation Benefits Barely-supervised Medical Image Segmentation},
  journal      = {CoRR},
  volume       = {abs/2303.13090},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2303.13090},
  doi          = {10.48550/ARXIV.2303.13090},
  eprinttype    = {arXiv},
  eprint       = {2303.13090},
  timestamp    = {Thu, 20 Apr 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2303-13090.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-11991,
  author       = {Lei Qi and
                  Ziang Liu and
                  Yinghuan Shi and
                  Xin Geng},
  title        = {Generalizable Metric Network for Cross-domain Person Re-identification},
  journal      = {CoRR},
  volume       = {abs/2306.11991},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2306.11991},
  doi          = {10.48550/ARXIV.2306.11991},
  eprinttype    = {arXiv},
  eprint       = {2306.11991},
  timestamp    = {Fri, 03 Nov 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2306-11991.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-13492,
  author       = {Lei Qi and
                  Hongpeng Yang and
                  Yinghuan Shi and
                  Xin Geng},
  title        = {NormAUG: Normalization-guided Augmentation for Domain Generalization},
  journal      = {CoRR},
  volume       = {abs/2307.13492},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2307.13492},
  doi          = {10.48550/ARXIV.2307.13492},
  eprinttype    = {arXiv},
  eprint       = {2307.13492},
  timestamp    = {Fri, 03 Nov 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2307-13492.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-16256,
  author       = {Heng Cai and
                  Lei Qi and
                  Qian Yu and
                  Yinghuan Shi and
                  Yang Gao},
  title        = {3D Medical Image Segmentation with Sparse Annotation via Cross-Teaching
                  between 3D and 2D Networks},
  journal      = {CoRR},
  volume       = {abs/2307.16256},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2307.16256},
  doi          = {10.48550/ARXIV.2307.16256},
  eprinttype    = {arXiv},
  eprint       = {2307.16256},
  timestamp    = {Thu, 03 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2307-16256.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-00918,
  author       = {Dongjia Zhao and
                  Lei Qi and
                  Xiao Shi and
                  Yinghuan Shi and
                  Xin Geng},
  title        = {A Novel Cross-Perturbation for Single Domain Generalization},
  journal      = {CoRR},
  volume       = {abs/2308.00918},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2308.00918},
  doi          = {10.48550/ARXIV.2308.00918},
  eprinttype    = {arXiv},
  eprint       = {2308.00918},
  timestamp    = {Fri, 03 Nov 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2308-00918.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-06777,
  author       = {Lihe Yang and
                  Zhen Zhao and
                  Lei Qi and
                  Yu Qiao and
                  Yinghuan Shi and
                  Hengshuang Zhao},
  title        = {Shrinking Class Space for Enhanced Certainty in Semi-Supervised Learning},
  journal      = {CoRR},
  volume       = {abs/2308.06777},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2308.06777},
  doi          = {10.48550/ARXIV.2308.06777},
  eprinttype    = {arXiv},
  eprint       = {2308.06777},
  timestamp    = {Tue, 02 Apr 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2308-06777.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-08872,
  author       = {Yue Duan and
                  Zhen Zhao and
                  Lei Qi and
                  Luping Zhou and
                  Lei Wang and
                  Yinghuan Shi},
  title        = {Towards Semi-supervised Learning with Non-random Missing Labels},
  journal      = {CoRR},
  volume       = {abs/2308.08872},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2308.08872},
  doi          = {10.48550/ARXIV.2308.08872},
  eprinttype    = {arXiv},
  eprint       = {2308.08872},
  timestamp    = {Tue, 02 Apr 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2308-08872.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-09391,
  author       = {Xiran Wang and
                  Jian Zhang and
                  Lei Qi and
                  Yinghuan Shi},
  title        = {Generalizable Decision Boundaries: Dualistic Meta-Learning for Open
                  Set Domain Generalization},
  journal      = {CoRR},
  volume       = {abs/2308.09391},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2308.09391},
  doi          = {10.48550/ARXIV.2308.09391},
  eprinttype    = {arXiv},
  eprint       = {2308.09391},
  timestamp    = {Tue, 05 Dec 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2308-09391.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-10285,
  author       = {Jintao Guo and
                  Lei Qi and
                  Yinghuan Shi},
  title        = {DomainDrop: Suppressing Domain-Sensitive Channels for Domain Generalization},
  journal      = {CoRR},
  volume       = {abs/2308.10285},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2308.10285},
  doi          = {10.48550/ARXIV.2308.10285},
  eprinttype    = {arXiv},
  eprint       = {2308.10285},
  timestamp    = {Mon, 28 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2308-10285.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-10297,
  author       = {Jian Zhang and
                  Lei Qi and
                  Yinghuan Shi and
                  Yang Gao},
  title        = {DomainAdaptor: {A} Novel Approach to Test-time Adaptation},
  journal      = {CoRR},
  volume       = {abs/2308.10297},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2308.10297},
  doi          = {10.48550/ARXIV.2308.10297},
  eprinttype    = {arXiv},
  eprint       = {2308.10297},
  timestamp    = {Tue, 05 Dec 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2308-10297.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-13168,
  author       = {Zekun Li and
                  Lei Qi and
                  Yinghuan Shi and
                  Yang Gao},
  title        = {IOMatch: Simplifying Open-Set Semi-Supervised Learning with Joint
                  Inliers and Outliers Utilization},
  journal      = {CoRR},
  volume       = {abs/2308.13168},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2308.13168},
  doi          = {10.48550/ARXIV.2308.13168},
  eprinttype    = {arXiv},
  eprint       = {2308.13168},
  timestamp    = {Tue, 05 Dec 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2308-13168.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-03004,
  author       = {Ze Peng and
                  Lei Qi and
                  Yinghuan Shi and
                  Yang Gao},
  title        = {A Theoretical Explanation of Activation Sparsity through Flat Minima
                  and Adversarial Robustness},
  journal      = {CoRR},
  volume       = {abs/2309.03004},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2309.03004},
  doi          = {10.48550/ARXIV.2309.03004},
  eprinttype    = {arXiv},
  eprint       = {2309.03004},
  timestamp    = {Tue, 05 Dec 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2309-03004.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-03598,
  author       = {Guan Gui and
                  Zhen Zhao and
                  Lei Qi and
                  Luping Zhou and
                  Lei Wang and
                  Yinghuan Shi},
  title        = {Enhancing Sample Utilization through Sample Adaptive Augmentation
                  in Semi-Supervised Learning},
  journal      = {CoRR},
  volume       = {abs/2309.03598},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2309.03598},
  doi          = {10.48550/ARXIV.2309.03598},
  eprinttype    = {arXiv},
  eprint       = {2309.03598},
  timestamp    = {Tue, 02 Apr 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2309-03598.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-06337,
  author       = {Jian Zhang and
                  Lei Qi and
                  Yinghuan Shi and
                  Yang Gao},
  title        = {Exploring Flat Minima for Domain Generalization with Large Learning
                  Rates},
  journal      = {CoRR},
  volume       = {abs/2309.06337},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2309.06337},
  doi          = {10.48550/ARXIV.2309.06337},
  eprinttype    = {arXiv},
  eprint       = {2309.06337},
  timestamp    = {Tue, 19 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2309-06337.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-15160,
  author       = {Lihe Yang and
                  Xiaogang Xu and
                  Bingyi Kang and
                  Yinghuan Shi and
                  Hengshuang Zhao},
  title        = {FreeMask: Synthetic Images with Dense Annotations Make Stronger Segmentation
                  Models},
  journal      = {CoRR},
  volume       = {abs/2310.15160},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2310.15160},
  doi          = {10.48550/ARXIV.2310.15160},
  eprinttype    = {arXiv},
  eprint       = {2310.15160},
  timestamp    = {Mon, 30 Oct 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2310-15160.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-12237,
  author       = {Yue Duan and
                  Zhen Zhao and
                  Lei Qi and
                  Luping Zhou and
                  Lei Wang and
                  Yinghuan Shi},
  title        = {Roll With the Punches: Expansion and Shrinkage of Soft Label Selection
                  for Semi-supervised Fine-Grained Learning},
  journal      = {CoRR},
  volume       = {abs/2312.12237},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2312.12237},
  doi          = {10.48550/ARXIV.2312.12237},
  eprinttype    = {arXiv},
  eprint       = {2312.12237},
  timestamp    = {Tue, 02 Apr 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2312-12237.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-16983,
  author       = {Taicai Chen and
                  Yue Duan and
                  Dong Li and
                  Lei Qi and
                  Yinghuan Shi and
                  Yang Gao},
  title        = {{PG-LBO:} Enhancing High-Dimensional Bayesian Optimization with Pseudo-Label
                  and Gaussian Process Guidance},
  journal      = {CoRR},
  volume       = {abs/2312.16983},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2312.16983},
  doi          = {10.48550/ARXIV.2312.16983},
  eprinttype    = {arXiv},
  eprint       = {2312.16983},
  timestamp    = {Mon, 22 Jan 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2312-16983.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijmi/LiuGDLLYBZGWHZT22,
  author       = {Yang Liu and
                  Kun Gao and
                  Hongbin Deng and
                  Tong Ling and
                  Jiajia Lin and
                  Xianqiang Yu and
                  Xiangwei Bo and
                  Jing Zhou and
                  Lin Gao and
                  Peng Wang and
                  Jiajun Hu and
                  Jian Zhang and
                  Zhihui Tong and
                  Yuxiu Liu and
                  Yinghuan Shi and
                  Lu Ke and
                  Yang Gao and
                  Weiqin Li},
  title        = {A time-incorporated {SOFA} score-based machine learning model for
                  predicting mortality in critically ill patients: {A} multicenter,
                  real-world study},
  journal      = {Int. J. Medical Informatics},
  volume       = {163},
  pages        = {104776},
  year         = {2022},
  url          = {https://doi.org/10.1016/j.ijmedinf.2022.104776},
  doi          = {10.1016/J.IJMEDINF.2022.104776},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ijmi/LiuGDLLYBZGWHZT22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/ZhangQSG22,
  author       = {Jian Zhang and
                  Lei Qi and
                  Yinghuan Shi and
                  Yang Gao},
  title        = {Generalizable model-agnostic semantic segmentation via target-specific
                  normalization},
  journal      = {Pattern Recognit.},
  volume       = {122},
  pages        = {108292},
  year         = {2022},
  url          = {https://doi.org/10.1016/j.patcog.2021.108292},
  doi          = {10.1016/J.PATCOG.2021.108292},
  timestamp    = {Wed, 08 Dec 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/pr/ZhangQSG22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcsv/QiWHSGG22,
  author       = {Lei Qi and
                  Lei Wang and
                  Jing Huo and
                  Yinghuan Shi and
                  Xin Geng and
                  Yang Gao},
  title        = {Adversarial Camera Alignment Network for Unsupervised Cross-Camera
                  Person Re-Identification},
  journal      = {{IEEE} Trans. Circuits Syst. Video Technol.},
  volume       = {32},
  number       = {5},
  pages        = {2921--2936},
  year         = {2022},
  url          = {https://doi.org/10.1109/TCSVT.2021.3096668},
  doi          = {10.1109/TCSVT.2021.3096668},
  timestamp    = {Fri, 03 Nov 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tcsv/QiWHSGG22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcsv/WangQSG22,
  author       = {Yue Wang and
                  Lei Qi and
                  Yinghuan Shi and
                  Yang Gao},
  title        = {Feature-Based Style Randomization for Domain Generalization},
  journal      = {{IEEE} Trans. Circuits Syst. Video Technol.},
  volume       = {32},
  number       = {8},
  pages        = {5495--5509},
  year         = {2022},
  url          = {https://doi.org/10.1109/TCSVT.2022.3152615},
  doi          = {10.1109/TCSVT.2022.3152615},
  timestamp    = {Sat, 21 Oct 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tcsv/WangQSG22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tifs/QiSLSG22,
  author       = {Lei Qi and
                  Jiaying Shen and
                  Jiaqi Liu and
                  Yinghuan Shi and
                  Xin Geng},
  title        = {Label Distribution Learning for Generalizable Multisource Person Re-Identification},
  journal      = {{IEEE} Trans. Inf. Forensics Secur.},
  volume       = {17},
  pages        = {3139--3150},
  year         = {2022},
  url          = {https://doi.org/10.1109/TIFS.2022.3204219},
  doi          = {10.1109/TIFS.2022.3204219},
  timestamp    = {Fri, 03 Nov 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tifs/QiSLSG22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/WenRSNZC22,
  author       = {Weilei Wen and
                  Wenqi Ren and
                  Yinghuan Shi and
                  Yunfeng Nie and
                  Jingang Zhang and
                  Xiaochun Cao},
  title        = {Video Super-Resolution via a Spatio-Temporal Alignment Network},
  journal      = {{IEEE} Trans. Image Process.},
  volume       = {31},
  pages        = {1761--1773},
  year         = {2022},
  url          = {https://doi.org/10.1109/TIP.2022.3146625},
  doi          = {10.1109/TIP.2022.3146625},
  timestamp    = {Wed, 23 Feb 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tip/WenRSNZC22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/YuQGWS22,
  author       = {Qian Yu and
                  Lei Qi and
                  Yang Gao and
                  Wuzhang Wang and
                  Yinghuan Shi},
  title        = {Crosslink-Net: Double-Branch Encoder Network via Fusing Vertical and
                  Horizontal Convolutions for Medical Image Segmentation},
  journal      = {{IEEE} Trans. Image Process.},
  volume       = {31},
  pages        = {5893--5908},
  year         = {2022},
  url          = {https://doi.org/10.1109/TIP.2022.3203223},
  doi          = {10.1109/TIP.2022.3203223},
  timestamp    = {Mon, 28 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tip/YuQGWS22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmi/HanQYZZSG22,
  author       = {Xiaoting Han and
                  Lei Qi and
                  Qian Yu and
                  Ziqi Zhou and
                  Yefeng Zheng and
                  Yinghuan Shi and
                  Yang Gao},
  title        = {Deep Symmetric Adaptation Network for Cross-Modality Medical Image
                  Segmentation},
  journal      = {{IEEE} Trans. Medical Imaging},
  volume       = {41},
  number       = {1},
  pages        = {121--132},
  year         = {2022},
  url          = {https://doi.org/10.1109/TMI.2021.3105046},
  doi          = {10.1109/TMI.2021.3105046},
  timestamp    = {Fri, 21 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tmi/HanQYZZSG22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmi/Shi0LL0Y0022,
  author       = {Yinghuan Shi and
                  Jian Zhang and
                  Tong Ling and
                  Jiwen Lu and
                  Yefeng Zheng and
                  Qian Yu and
                  Lei Qi and
                  Yang Gao},
  title        = {Inconsistency-Aware Uncertainty Estimation for Semi-Supervised Medical
                  Image Segmentation},
  journal      = {{IEEE} Trans. Medical Imaging},
  volume       = {41},
  number       = {3},
  pages        = {608--620},
  year         = {2022},
  url          = {https://doi.org/10.1109/TMI.2021.3117888},
  doi          = {10.1109/TMI.2021.3117888},
  timestamp    = {Tue, 15 Mar 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tmi/Shi0LL0Y0022.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ZhaoZWS022,
  author       = {Zhen Zhao and
                  Luping Zhou and
                  Lei Wang and
                  Yinghuan Shi and
                  Yang Gao},
  title        = {LaSSL: Label-Guided Self-Training for Semi-supervised Learning},
  booktitle    = {Thirty-Sixth {AAAI} Conference on Artificial Intelligence, {AAAI}
                  2022, Thirty-Fourth Conference on Innovative Applications of Artificial
                  Intelligence, {IAAI} 2022, The Twelveth Symposium on Educational Advances
                  in Artificial Intelligence, {EAAI} 2022 Virtual Event, February 22
                  - March 1, 2022},
  pages        = {9208--9216},
  publisher    = {{AAAI} Press},
  year         = {2022},
  url          = {https://doi.org/10.1609/aaai.v36i8.20907},
  doi          = {10.1609/AAAI.V36I8.20907},
  timestamp    = {Tue, 02 Apr 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/ZhaoZWS022.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccis/WangZQSG22,
  author       = {Ziyuan Wang and
                  Zhen Zhao and
                  Lei Qi and
                  Yinghuan Shi and
                  Yang Gao},
  title        = {Adaptive Weight of Unreliable Relation Module for Semi-supervised
                  Multi-label Image Recognition},
  booktitle    = {8th {IEEE} International Conference on Cloud Computing and Intelligent
                  Systems, {CCIS} 2022, Chengdu, China, November 26-28, 2022},
  pages        = {612--616},
  publisher    = {{IEEE}},
  year         = {2022},
  url          = {https://doi.org/10.1109/CCIS57298.2022.10016315},
  doi          = {10.1109/CCIS57298.2022.10016315},
  timestamp    = {Tue, 02 Apr 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ccis/WangZQSG22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/YangZ0S022,
  author       = {Lihe Yang and
                  Wei Zhuo and
                  Lei Qi and
                  Yinghuan Shi and
                  Yang Gao},
  title        = {{ST++:} Make Self-trainingWork Better for Semi-supervised Semantic
                  Segmentation},
  booktitle    = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
                  {CVPR} 2022, New Orleans, LA, USA, June 18-24, 2022},
  pages        = {4258--4267},
  publisher    = {{IEEE}},
  year         = {2022},
  url          = {https://doi.org/10.1109/CVPR52688.2022.00423},
  doi          = {10.1109/CVPR52688.2022.00423},
  timestamp    = {Tue, 04 Oct 2022 15:11:56 +0200},
  biburl       = {https://dblp.org/rec/conf/cvpr/YangZ0S022.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/ZhaoZDW0S22,
  author       = {Zhen Zhao and
                  Luping Zhou and
                  Yue Duan and
                  Lei Wang and
                  Lei Qi and
                  Yinghuan Shi},
  title        = {{DC-SSL:} Addressing Mismatched Class Distribution in Semi-supervised
                  Learning},
  booktitle    = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
                  {CVPR} 2022, New Orleans, LA, USA, June 18-24, 2022},
  pages        = {9747--9755},
  publisher    = {{IEEE}},
  year         = {2022},
  url          = {https://doi.org/10.1109/CVPR52688.2022.00953},
  doi          = {10.1109/CVPR52688.2022.00953},
  timestamp    = {Tue, 02 Apr 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/cvpr/ZhaoZDW0S22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/Zhou000S22,
  author       = {Ziqi Zhou and
                  Lei Qi and
                  Xin Yang and
                  Dong Ni and
                  Yinghuan Shi},
  title        = {Generalizable Cross-modality Medical Image Segmentation via Style
                  Augmentation and Dual Normalization},
  booktitle    = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
                  {CVPR} 2022, New Orleans, LA, USA, June 18-24, 2022},
  pages        = {20824--20833},
  publisher    = {{IEEE}},
  year         = {2022},
  url          = {https://doi.org/10.1109/CVPR52688.2022.02019},
  doi          = {10.1109/CVPR52688.2022.02019},
  timestamp    = {Wed, 05 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/cvpr/Zhou000S22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/Zhang0SG22,
  author       = {Jian Zhang and
                  Lei Qi and
                  Yinghuan Shi and
                  Yang Gao},
  editor       = {Shai Avidan and
                  Gabriel J. Brostow and
                  Moustapha Ciss{\'{e}} and
                  Giovanni Maria Farinella and
                  Tal Hassner},
  title        = {{MVDG:} {A} Unified Multi-view Framework for Domain Generalization},
  booktitle    = {Computer Vision - {ECCV} 2022 - 17th European Conference, Tel Aviv,
                  Israel, October 23-27, 2022, Proceedings, Part {XXVII}},
  series       = {Lecture Notes in Computer Science},
  volume       = {13687},
  pages        = {161--177},
  publisher    = {Springer},
  year         = {2022},
  url          = {https://doi.org/10.1007/978-3-031-19812-0\_10},
  doi          = {10.1007/978-3-031-19812-0\_10},
  timestamp    = {Fri, 03 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/eccv/Zhang0SG22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/ZhouQS22,
  author       = {Ziqi Zhou and
                  Lei Qi and
                  Yinghuan Shi},
  editor       = {Shai Avidan and
                  Gabriel J. Brostow and
                  Moustapha Ciss{\'{e}} and
                  Giovanni Maria Farinella and
                  Tal Hassner},
  title        = {Generalizable Medical Image Segmentation via Random Amplitude Mixup
                  and Domain-Specific Image Restoration},
  booktitle    = {Computer Vision - {ECCV} 2022 - 17th European Conference, Tel Aviv,
                  Israel, October 23-27, 2022, Proceedings, Part {XXI}},
  series       = {Lecture Notes in Computer Science},
  volume       = {13681},
  pages        = {420--436},
  publisher    = {Springer},
  year         = {2022},
  url          = {https://doi.org/10.1007/978-3-031-19803-8\_25},
  doi          = {10.1007/978-3-031-19803-8\_25},
  timestamp    = {Wed, 26 Oct 2022 09:56:22 +0200},
  biburl       = {https://dblp.org/rec/conf/eccv/ZhouQS22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/DuanQWZS22,
  author       = {Yue Duan and
                  Lei Qi and
                  Lei Wang and
                  Luping Zhou and
                  Yinghuan Shi},
  editor       = {Shai Avidan and
                  Gabriel J. Brostow and
                  Moustapha Ciss{\'{e}} and
                  Giovanni Maria Farinella and
                  Tal Hassner},
  title        = {{RDA:} Reciprocal Distribution Alignment for Robust Semi-supervised
                  Learning},
  booktitle    = {Computer Vision - {ECCV} 2022 - 17th European Conference, Tel Aviv,
                  Israel, October 23-27, 2022, Proceedings, Part {XXX}},
  series       = {Lecture Notes in Computer Science},
  volume       = {13690},
  pages        = {533--549},
  publisher    = {Springer},
  year         = {2022},
  url          = {https://doi.org/10.1007/978-3-031-20056-4\_31},
  doi          = {10.1007/978-3-031-20056-4\_31},
  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/eccv/DuanQWZS22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GuiZ0Z0S22,
  author       = {Guan Gui and
                  Zhen Zhao and
                  Lei Qi and
                  Luping Zhou and
                  Lei Wang and
                  Yinghuan Shi},
  editor       = {Sanmi Koyejo and
                  S. Mohamed and
                  A. Agarwal and
                  Danielle Belgrave and
                  K. Cho and
                  A. Oh},
  title        = {Improving Barely Supervised Learning by Discriminating Unlabeled Samples
                  with Super-Class},
  booktitle    = {Advances in Neural Information Processing Systems 35: Annual Conference
                  on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
                  LA, USA, November 28 - December 9, 2022},
  year         = {2022},
  url          = {http://papers.nips.cc/paper\_files/paper/2022/hash/7d90c28e7820709792d969211815a2b3-Abstract-Conference.html},
  timestamp    = {Tue, 02 Apr 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/GuiZ0Z0S22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/bdccf/2021,
  editor       = {Xiangke Liao and
                  Wei Zhao and
                  Enhong Chen and
                  Nong Xiao and
                  Li Wang and
                  Yang Gao and
                  Yinghuan Shi and
                  Changdong Wang and
                  Dan Huang},
  title        = {Big Data - 9th {CCF} Conference, BigData 2021, Guangzhou, China, January
                  8-10, 2022, Revised Selected Papers},
  series       = {Communications in Computer and Information Science},
  volume       = {1496},
  publisher    = {Springer},
  year         = {2022},
  url          = {https://doi.org/10.1007/978-981-16-9709-8},
  doi          = {10.1007/978-981-16-9709-8},
  isbn         = {978-981-16-9708-1},
  timestamp    = {Tue, 06 Dec 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/bdccf/2021.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-09846,
  author       = {Lei Qi and
                  Lei Wang and
                  Yinghuan Shi and
                  Xin Geng},
  title        = {A Novel Mix-normalization Method for Generalizable Multi-source Person
                  Re-identification},
  journal      = {CoRR},
  volume       = {abs/2201.09846},
  year         = {2022},
  url          = {https://arxiv.org/abs/2201.09846},
  eprinttype    = {arXiv},
  eprint       = {2201.09846},
  timestamp    = {Fri, 03 Nov 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2201-09846.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-14316,
  author       = {Yue Duan and
                  Zhen Zhao and
                  Lei Qi and
                  Lei Wang and
                  Luping Zhou and
                  Yinghuan Shi and
                  Yang Gao},
  title        = {MutexMatch: Semi-supervised Learning with Mutex-based Consistency
                  Regularization},
  journal      = {CoRR},
  volume       = {abs/2203.14316},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2203.14316},
  doi          = {10.48550/ARXIV.2203.14316},
  eprinttype    = {arXiv},
  eprint       = {2203.14316},
  timestamp    = {Tue, 02 Apr 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2203-14316.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-05903,
  author       = {Lei Qi and
                  Jiaying Shen and
                  Jiaqi Liu and
                  Yinghuan Shi and
                  Xin Geng},
  title        = {Label Distribution Learning for Generalizable Multi-source Person
                  Re-identification},
  journal      = {CoRR},
  volume       = {abs/2204.05903},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2204.05903},
  doi          = {10.48550/ARXIV.2204.05903},
  eprinttype    = {arXiv},
  eprint       = {2204.05903},
  timestamp    = {Fri, 03 Nov 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2204-05903.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-03901,
  author       = {Ziqi Zhou and
                  Lei Qi and
                  Yinghuan Shi},
  title        = {Generalizable Medical Image Segmentation via Random Amplitude Mixup
                  and Domain-Specific Image Restoration},
  journal      = {CoRR},
  volume       = {abs/2208.03901},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2208.03901},
  doi          = {10.48550/ARXIV.2208.03901},
  eprinttype    = {arXiv},
  eprint       = {2208.03901},
  timestamp    = {Wed, 10 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2208-03901.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-04619,
  author       = {Yue Duan and
                  Lei Qi and
                  Lei Wang and
                  Luping Zhou and
                  Yinghuan Shi},
  title        = {{RDA:} Reciprocal Distribution Alignment for Robust Semi-supervised
                  Learning},
  journal      = {CoRR},
  volume       = {abs/2208.04619},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2208.04619},
  doi          = {10.48550/ARXIV.2208.04619},
  eprinttype    = {arXiv},
  eprint       = {2208.04619},
  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2208-04619.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-05853,
  author       = {Lei Qi and
                  Hongpeng Yang and
                  Yinghuan Shi and
                  Xin Geng},
  title        = {MultiMatch: Multi-task Learning for Semi-supervised Domain Generalization},
  journal      = {CoRR},
  volume       = {abs/2208.05853},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2208.05853},
  doi          = {10.48550/ARXIV.2208.05853},
  eprinttype    = {arXiv},
  eprint       = {2208.05853},
  timestamp    = {Fri, 03 Nov 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2208-05853.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-09910,
  author       = {Lihe Yang and
                  Lei Qi and
                  Litong Feng and
                  Wayne Zhang and
                  Yinghuan Shi},
  title        = {Revisiting Weak-to-Strong Consistency in Semi-Supervised Semantic
                  Segmentation},
  journal      = {CoRR},
  volume       = {abs/2208.09910},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2208.09910},
  doi          = {10.48550/ARXIV.2208.09910},
  eprinttype    = {arXiv},
  eprint       = {2208.09910},
  timestamp    = {Mon, 29 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2208-09910.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/artmed/ZhangSSWZGS21,
  author       = {Jian Zhang and
                  Yinghuan Shi and
                  Jinquan Sun and
                  Lei Wang and
                  Luping Zhou and
                  Yang Gao and
                  Dinggang Shen},
  title        = {Interactive medical image segmentation via a point-based interaction},
  journal      = {Artif. Intell. Medicine},
  volume       = {111},
  pages        = {101998},
  year         = {2021},
  url          = {https://doi.org/10.1016/j.artmed.2020.101998},
  doi          = {10.1016/J.ARTMED.2020.101998},
  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/artmed/ZhangSSWZGS21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mia/LiZ0QXWD0WLSS21,
  author       = {Zekun Li and
                  Wei Zhao and
                  Feng Shi and
                  Lei Qi and
                  Xingzhi Xie and
                  Ying Wei and
                  Zhongxiang Ding and
                  Yang Gao and
                  Shangjie Wu and
                  Jun Liu and
                  Yinghuan Shi and
                  Dinggang Shen},
  title        = {A novel multiple instance learning framework for {COVID-19} severity
                  assessment via data augmentation and self-supervised learning},
  journal      = {Medical Image Anal.},
  volume       = {69},
  pages        = {101978},
  year         = {2021},
  url          = {https://doi.org/10.1016/j.media.2021.101978},
  doi          = {10.1016/J.MEDIA.2021.101978},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/mia/LiZ0QXWD0WLSS21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neuroimage/LiuCXZYXHSBHSLZ21,
  author       = {Gaoping Liu and
                  Zehong Cao and
                  Qiang Xu and
                  Qirui Zhang and
                  Fang Yang and
                  Xinyu Xie and
                  Jingru Hao and
                  Yinghuan Shi and
                  Boris C. Bernhardt and
                  Yichu He and
                  Feng Shi and
                  Guangming Lu and
                  Zhiqiang Zhang},
  title        = {Recycling diagnostic {MRI} for empowering brain morphometric research
                  - Critical {\&} practical assessment on learning-based image super-resolution},
  journal      = {NeuroImage},
  volume       = {245},
  pages        = {118687},
  year         = {2021},
  url          = {https://doi.org/10.1016/j.neuroimage.2021.118687},
  doi          = {10.1016/J.NEUROIMAGE.2021.118687},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/neuroimage/LiuCXZYXHSBHSLZ21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/YuGZZDS21,
  author       = {Qian Yu and
                  Yang Gao and
                  Yefeng Zheng and
                  Jianbing Zhu and
                  Yakang Dai and
                  Yinghuan Shi},
  title        = {Crossover-Net: Leveraging vertical-horizontal crossover relation for
                  robust medical image segmentation},
  journal      = {Pattern Recognit.},
  volume       = {113},
  pages        = {107756},
  year         = {2021},
  url          = {https://doi.org/10.1016/j.patcog.2020.107756},
  doi          = {10.1016/J.PATCOG.2020.107756},
  timestamp    = {Tue, 21 Dec 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/pr/YuGZZDS21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/HeZXJLTSSGLZS21,
  author       = {Kelei He and
                  Wei Zhao and
                  Xingzhi Xie and
                  Wen Ji and
                  Mingxia Liu and
                  Zhenyu Tang and
                  Yinghuan Shi and
                  Feng Shi and
                  Yang Gao and
                  Jun Liu and
                  Junfeng Zhang and
                  Dinggang Shen},
  title        = {Synergistic learning of lung lobe segmentation and hierarchical multi-instance
                  classification for automated severity assessment of {COVID-19} in
                  {CT} images},
  journal      = {Pattern Recognit.},
  volume       = {113},
  pages        = {107828},
  year         = {2021},
  url          = {https://doi.org/10.1016/j.patcog.2021.107828},
  doi          = {10.1016/J.PATCOG.2021.107828},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/pr/HeZXJLTSSGLZS21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/titb/ShiYT00PZS21,
  author       = {Yinghuan Shi and
                  Wanqi Yang and
                  Kim{-}Han Thung and
                  Hao Wang and
                  Yang Gao and
                  Yang Pan and
                  Li Zhang and
                  Dinggang Shen},
  title        = {Learning-Based Computer-Aided Prescription Model for Parkinson's Disease:
                  {A} Data-Driven Perspective},
  journal      = {{IEEE} J. Biomed. Health Informatics},
  volume       = {25},
  number       = {9},
  pages        = {3258--3269},
  year         = {2021},
  url          = {https://doi.org/10.1109/JBHI.2020.3010946},
  doi          = {10.1109/JBHI.2020.3010946},
  timestamp    = {Mon, 15 Apr 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/titb/ShiYT00PZS21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tomccap/QiWHSG21,
  author       = {Lei Qi and
                  Lei Wang and
                  Jing Huo and
                  Yinghuan Shi and
                  Yang Gao},
  title        = {GreyReID: {A} Novel Two-stream Deep Framework with RGB-grey Information
                  for Person Re-identification},
  journal      = {{ACM} Trans. Multim. Comput. Commun. Appl.},
  volume       = {17},
  number       = {1},
  pages        = {27:1--27:22},
  year         = {2021},
  url          = {https://doi.org/10.1145/3419439},
  doi          = {10.1145/3419439},
  timestamp    = {Thu, 29 Apr 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tomccap/QiWHSG21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/YangZ0S021,
  author       = {Lihe Yang and
                  Wei Zhuo and
                  Lei Qi and
                  Yinghuan Shi and
                  Yang Gao},
  title        = {Mining Latent Classes for Few-shot Segmentation},
  booktitle    = {2021 {IEEE/CVF} International Conference on Computer Vision, {ICCV}
                  2021, Montreal, QC, Canada, October 10-17, 2021},
  pages        = {8701--8710},
  publisher    = {{IEEE}},
  year         = {2021},
  url          = {https://doi.org/10.1109/ICCV48922.2021.00860},
  doi          = {10.1109/ICCV48922.2021.00860},
  timestamp    = {Fri, 11 Mar 2022 10:01:27 +0100},
  biburl       = {https://dblp.org/rec/conf/iccv/YangZ0S021.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/HuoJ00LS021,
  author       = {Jing Huo and
                  Shiyin Jin and
                  Wenbin Li and
                  Jing Wu and
                  Yu{-}Kun Lai and
                  Yinghuan Shi and
                  Yang Gao},
  title        = {Manifold Alignment for Semantically Aligned Style Transfer},
  booktitle    = {2021 {IEEE/CVF} International Conference on Computer Vision, {ICCV}
                  2021, Montreal, QC, Canada, October 10-17, 2021},
  pages        = {14841--14849},
  publisher    = {{IEEE}},
  year         = {2021},
  url          = {https://doi.org/10.1109/ICCV48922.2021.01459},
  doi          = {10.1109/ICCV48922.2021.01459},
  timestamp    = {Fri, 11 Mar 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/iccv/HuoJ00LS021.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2101-06853,
  author       = {Xiaoting Han and
                  Lei Qi and
                  Qian Yu and
                  Ziqi Zhou and
                  Yefeng Zheng and
                  Yinghuan Shi and
                  Yang Gao},
  title        = {Deep Symmetric Adaptation Network for Cross-modality Medical Image
                  Segmentation},
  journal      = {CoRR},
  volume       = {abs/2101.06853},
  year         = {2021},
  url          = {https://arxiv.org/abs/2101.06853},
  eprinttype    = {arXiv},
  eprint       = {2101.06853},
  timestamp    = {Tue, 21 Dec 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2101-06853.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-03837,
  author       = {Zekun Li and
                  Wei Zhao and
                  Feng Shi and
                  Lei Qi and
                  Xingzhi Xie and
                  Ying Wei and
                  Zhongxiang Ding and
                  Yang Gao and
                  Shangjie Wu and
                  Jun Liu and
                  Yinghuan Shi and
                  Dinggang Shen},
  title        = {A novel multiple instance learning framework for {COVID-19} severity
                  assessment via data augmentation and self-supervised learning},
  journal      = {CoRR},
  volume       = {abs/2102.03837},
  year         = {2021},
  url          = {https://arxiv.org/abs/2102.03837},
  eprinttype    = {arXiv},
  eprint       = {2102.03837},
  timestamp    = {Fri, 03 Nov 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2102-03837.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-15402,
  author       = {Lihe Yang and
                  Wei Zhuo and
                  Lei Qi and
                  Yinghuan Shi and
                  Yang Gao},
  title        = {Mining Latent Classes for Few-shot Segmentation},
  journal      = {CoRR},
  volume       = {abs/2103.15402},
  year         = {2021},
  url          = {https://arxiv.org/abs/2103.15402},
  eprinttype    = {arXiv},
  eprint       = {2103.15402},
  timestamp    = {Fri, 22 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2103-15402.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-03171,
  author       = {Yue Wang and
                  Lei Qi and
                  Yinghuan Shi and
                  Yang Gao},
  title        = {Feature-based Style Randomization for Domain Generalization},
  journal      = {CoRR},
  volume       = {abs/2106.03171},
  year         = {2021},
  url          = {https://arxiv.org/abs/2106.03171},
  eprinttype    = {arXiv},
  eprint       = {2106.03171},
  timestamp    = {Fri, 22 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2106-03171.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-05095,
  author       = {Lihe Yang and
                  Wei Zhuo and
                  Lei Qi and
                  Yinghuan Shi and
                  Yang Gao},
  title        = {{ST++:} Make Self-training Work Better for Semi-supervised Semantic
                  Segmentation},
  journal      = {CoRR},
  volume       = {abs/2106.05095},
  year         = {2021},
  url          = {https://arxiv.org/abs/2106.05095},
  eprinttype    = {arXiv},
  eprint       = {2106.05095},
  timestamp    = {Fri, 22 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2106-05095.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-11517,
  author       = {Qian Yu and
                  Lei Qi and
                  Luping Zhou and
                  Lei Wang and
                  Yilong Yin and
                  Yinghuan Shi and
                  Wuzhang Wang and
                  Yang Gao},
  title        = {Crosslink-Net: Double-branch Encoder Segmentation Network via Fusing
                  Vertical and Horizontal Convolutions},
  journal      = {CoRR},
  volume       = {abs/2107.11517},
  year         = {2021},
  url          = {https://arxiv.org/abs/2107.11517},
  eprinttype    = {arXiv},
  eprint       = {2107.11517},
  timestamp    = {Fri, 22 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2107-11517.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-04898,
  author       = {Wenbin Li and
                  Chuanqi Dong and
                  Pinzhuo Tian and
                  Tiexin Qin and
                  Xuesong Yang and
                  Ziyi Wang and
                  Jing Huo and
                  Yinghuan Shi and
                  Lei Wang and
                  Yang Gao and
                  Jiebo Luo},
  title        = {LibFewShot: {A} Comprehensive Library for Few-shot Learning},
  journal      = {CoRR},
  volume       = {abs/2109.04898},
  year         = {2021},
  url          = {https://arxiv.org/abs/2109.04898},
  eprinttype    = {arXiv},
  eprint       = {2109.04898},
  timestamp    = {Tue, 10 May 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2109-04898.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-04820,
  author       = {Ruiqi Wang and
                  Lei Qi and
                  Yinghuan Shi and
                  Yang Gao},
  title        = {Better Pseudo-label: Joint Domain-aware Label and Dual-classifier
                  for Semi-supervised Domain Generalization},
  journal      = {CoRR},
  volume       = {abs/2110.04820},
  year         = {2021},
  url          = {https://arxiv.org/abs/2110.04820},
  eprinttype    = {arXiv},
  eprint       = {2110.04820},
  timestamp    = {Fri, 22 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2110-04820.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-08762,
  author       = {Yinghuan Shi and
                  Jian Zhang and
                  Tong Ling and
                  Jiwen Lu and
                  Yefeng Zheng and
                  Qian Yu and
                  Lei Qi and
                  Yang Gao},
  title        = {Inconsistency-aware Uncertainty Estimation for Semi-supervised Medical
                  Image Segmentation},
  journal      = {CoRR},
  volume       = {abs/2110.08762},
  year         = {2021},
  url          = {https://arxiv.org/abs/2110.08762},
  eprinttype    = {arXiv},
  eprint       = {2110.08762},
  timestamp    = {Tue, 21 Dec 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2110-08762.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-15077,
  author       = {Lei Qi and
                  Lei Wang and
                  Yinghuan Shi and
                  Xin Geng},
  title        = {Unsupervised Domain Generalization for Person Re-identification: {A}
                  Domain-specific Adaptive Framework},
  journal      = {CoRR},
  volume       = {abs/2111.15077},
  year         = {2021},
  url          = {https://arxiv.org/abs/2111.15077},
  eprinttype    = {arXiv},
  eprint       = {2111.15077},
  timestamp    = {Fri, 03 Nov 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2111-15077.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-03676,
  author       = {Jintao Guo and
                  Lei Qi and
                  Yinghuan Shi and
                  Yang Gao},
  title        = {Domain Generalization via Progressive Layer-wise and Channel-wise
                  Dropout},
  journal      = {CoRR},
  volume       = {abs/2112.03676},
  year         = {2021},
  url          = {https://arxiv.org/abs/2112.03676},
  eprinttype    = {arXiv},
  eprint       = {2112.03676},
  timestamp    = {Tue, 14 Dec 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2112-03676.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-11177,
  author       = {Ziqi Zhou and
                  Lei Qi and
                  Xin Yang and
                  Dong Ni and
                  Yinghuan Shi},
  title        = {Generalizable Cross-modality Medical Image Segmentation via Style
                  Augmentation and Dual Normalization},
  journal      = {CoRR},
  volume       = {abs/2112.11177},
  year         = {2021},
  url          = {https://arxiv.org/abs/2112.11177},
  eprinttype    = {arXiv},
  eprint       = {2112.11177},
  timestamp    = {Wed, 06 Jul 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2112-11177.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-12329,
  author       = {Jian Zhang and
                  Lei Qi and
                  Yinghuan Shi and
                  Yang Gao},
  title        = {More is Better: {A} Novel Multi-view Framework for Domain Generalization},
  journal      = {CoRR},
  volume       = {abs/2112.12329},
  year         = {2021},
  url          = {https://arxiv.org/abs/2112.12329},
  eprinttype    = {arXiv},
  eprint       = {2112.12329},
  timestamp    = {Tue, 10 May 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2112-12329.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcas/SunLHSGSP20,
  author       = {Huaqing Sun and
                  Yuanyong Luo and
                  Yajun Ha and
                  Yinghuan Shi and
                  Yang Gao and
                  Qinghong Shen and
                  Hongbing Pan},
  title        = {A Universal Method of Linear Approximation With Controllable Error
                  for the Efficient Implementation of Transcendental Functions},
  journal      = {{IEEE} Trans. Circuits Syst. {I} Regul. Pap.},
  volume       = {67-I},
  number       = {1},
  pages        = {177--188},
  year         = {2020},
  url          = {https://doi.org/10.1109/TCSI.2019.2939563},
  doi          = {10.1109/TCSI.2019.2939563},
  timestamp    = {Fri, 22 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tcas/SunLHSGSP20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcsv/QiWHSG20,
  author       = {Lei Qi and
                  Lei Wang and
                  Jing Huo and
                  Yinghuan Shi and
                  Yang Gao},
  title        = {Progressive Cross-Camera Soft-Label Learning for Semi-Supervised Person
                  Re-Identification},
  journal      = {{IEEE} Trans. Circuits Syst. Video Technol.},
  volume       = {30},
  number       = {9},
  pages        = {2815--2829},
  year         = {2020},
  url          = {https://doi.org/10.1109/TCSVT.2020.2983600},
  doi          = {10.1109/TCSVT.2020.2983600},
  timestamp    = {Sat, 19 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tcsv/QiWHSG20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/titb/YangSPYGS20,
  author       = {Wanqi Yang and
                  Yinghuan Shi and
                  Sang Hyun Park and
                  Ming Yang and
                  Yang Gao and
                  Dinggang Shen},
  title        = {An Effective MR-Guided {CT} Network Training for Segmenting Prostate
                  in {CT} Images},
  journal      = {{IEEE} J. Biomed. Health Informatics},
  volume       = {24},
  number       = {8},
  pages        = {2278--2291},
  year         = {2020},
  url          = {https://doi.org/10.1109/JBHI.2019.2960153},
  doi          = {10.1109/JBHI.2019.2960153},
  timestamp    = {Mon, 13 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/titb/YangSPYGS20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmi/YuZWSFB20,
  author       = {Biting Yu and
                  Luping Zhou and
                  Lei Wang and
                  Yinghuan Shi and
                  Jurgen Fripp and
                  Pierrick Bourgeat},
  title        = {Sample-Adaptive GANs: Linking Global and Local Mappings for Cross-Modality
                  {MR} Image Synthesis},
  journal      = {{IEEE} Trans. Medical Imaging},
  volume       = {39},
  number       = {7},
  pages        = {2339--2350},
  year         = {2020},
  url          = {https://doi.org/10.1109/TMI.2020.2969630},
  doi          = {10.1109/TMI.2020.2969630},
  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tmi/YuZWSFB20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/ShiSGLS20,
  author       = {Yinghuan Shi and
                  Heung{-}Il Suk and
                  Yang Gao and
                  Seong{-}Whan Lee and
                  Dinggang Shen},
  title        = {Leveraging Coupled Interaction for Multimodal Alzheimer's Disease
                  Diagnosis},
  journal      = {{IEEE} Trans. Neural Networks Learn. Syst.},
  volume       = {31},
  number       = {1},
  pages        = {186--200},
  year         = {2020},
  url          = {https://doi.org/10.1109/TNNLS.2019.2900077},
  doi          = {10.1109/TNNLS.2019.2900077},
  timestamp    = {Sat, 30 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tnn/ShiSGLS20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/TianWQWSG20,
  author       = {Pinzhuo Tian and
                  Zhangkai Wu and
                  Lei Qi and
                  Lei Wang and
                  Yinghuan Shi and
                  Yang Gao},
  title        = {Differentiable Meta-Learning Model for Few-Shot Semantic Segmentation},
  booktitle    = {The Thirty-Fourth {AAAI} Conference on Artificial Intelligence, {AAAI}
                  2020, The Thirty-Second Innovative Applications of Artificial Intelligence
                  Conference, {IAAI} 2020, The Tenth {AAAI} Symposium on Educational
                  Advances in Artificial Intelligence, {EAAI} 2020, New York, NY, USA,
                  February 7-12, 2020},
  pages        = {12087--12094},
  publisher    = {{AAAI} Press},
  year         = {2020},
  url          = {https://doi.org/10.1609/aaai.v34i07.6887},
  doi          = {10.1609/AAAI.V34I07.6887},
  timestamp    = {Mon, 04 Sep 2023 12:29:24 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/TianWQWSG20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/QinWHSGS20,
  author       = {Tiexin Qin and
                  Ziyuan Wang and
                  Kelei He and
                  Yinghuan Shi and
                  Yang Gao and
                  Dinggang Shen},
  title        = {Automatic Data Augmentation Via Deep Reinforcement Learning for Effective
                  Kidney Tumor Segmentation},
  booktitle    = {2020 {IEEE} International Conference on Acoustics, Speech and Signal
                  Processing, {ICASSP} 2020, Barcelona, Spain, May 4-8, 2020},
  pages        = {1419--1423},
  publisher    = {{IEEE}},
  year         = {2020},
  url          = {https://doi.org/10.1109/ICASSP40776.2020.9053403},
  doi          = {10.1109/ICASSP40776.2020.9053403},
  timestamp    = {Tue, 09 Feb 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icassp/QinWHSGS20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/TianQDSG20,
  author       = {Pinzhuo Tian and
                  Lei Qi and
                  Shaokang Dong and
                  Yinghuan Shi and
                  Yang Gao},
  editor       = {Christian Bessiere},
  title        = {Consistent MetaReg: Alleviating Intra-task Discrepancy for Better
                  Meta-knowledge},
  booktitle    = {Proceedings of the Twenty-Ninth International Joint Conference on
                  Artificial Intelligence, {IJCAI} 2020},
  pages        = {2718--2724},
  publisher    = {ijcai.org},
  year         = {2020},
  url          = {https://doi.org/10.24963/ijcai.2020/377},
  doi          = {10.24963/IJCAI.2020/377},
  timestamp    = {Mon, 20 Jul 2020 12:38:52 +0200},
  biburl       = {https://dblp.org/rec/conf/ijcai/TianQDSG20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/LiWHSGL20,
  author       = {Wenbin Li and
                  Lei Wang and
                  Jing Huo and
                  Yinghuan Shi and
                  Yang Gao and
                  Jiebo Luo},
  editor       = {Christian Bessiere},
  title        = {Asymmetric Distribution Measure for Few-shot Learning},
  booktitle    = {Proceedings of the Twenty-Ninth International Joint Conference on
                  Artificial Intelligence, {IJCAI} 2020},
  pages        = {2957--2963},
  publisher    = {ijcai.org},
  year         = {2020},
  url          = {https://doi.org/10.24963/ijcai.2020/409},
  doi          = {10.24963/IJCAI.2020/409},
  timestamp    = {Thu, 03 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ijcai/LiWHSGL20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-00153,
  author       = {Wenbin Li and
                  Lei Wang and
                  Jing Huo and
                  Yinghuan Shi and
                  Yang Gao and
                  Jiebo Luo},
  title        = {Asymmetric Distribution Measure for Few-shot Learning},
  journal      = {CoRR},
  volume       = {abs/2002.00153},
  year         = {2020},
  url          = {https://arxiv.org/abs/2002.00153},
  eprinttype    = {arXiv},
  eprint       = {2002.00153},
  timestamp    = {Thu, 03 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2002-00153.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-09703,
  author       = {Tiexin Qin and
                  Ziyuan Wang and
                  Kelei He and
                  Yinghuan Shi and
                  Yang Gao and
                  Dinggang Shen},
  title        = {Automatic Data Augmentation via Deep Reinforcement Learning for Effective
                  Kidney Tumor Segmentation},
  journal      = {CoRR},
  volume       = {abs/2002.09703},
  year         = {2020},
  url          = {https://arxiv.org/abs/2002.09703},
  eprinttype    = {arXiv},
  eprint       = {2002.09703},
  timestamp    = {Tue, 03 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2002-09703.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-12296,
  author       = {Jian Zhang and
                  Lei Qi and
                  Yinghuan Shi and
                  Yang Gao},
  title        = {Generalizable Semantic Segmentation via Model-agnostic Learning and
                  Target-specific Normalization},
  journal      = {CoRR},
  volume       = {abs/2003.12296},
  year         = {2020},
  url          = {https://arxiv.org/abs/2003.12296},
  eprinttype    = {arXiv},
  eprint       = {2003.12296},
  timestamp    = {Wed, 08 Dec 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2003-12296.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-01397,
  author       = {Qian Yu and
                  Yinghuan Shi and
                  Yefeng Zheng and
                  Yang Gao and
                  Jianbing Zhu and
                  Yakang Dai},
  title        = {Crossover-Net: Leveraging the Vertical-Horizontal Crossover Relation
                  for Robust Segmentation},
  journal      = {CoRR},
  volume       = {abs/2004.01397},
  year         = {2020},
  url          = {https://arxiv.org/abs/2004.01397},
  eprinttype    = {arXiv},
  eprint       = {2004.01397},
  timestamp    = {Tue, 21 Dec 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2004-01397.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-02731,
  author       = {Feng Shi and
                  Jun Wang and
                  Jun Shi and
                  Ziyan Wu and
                  Qian Wang and
                  Zhenyu Tang and
                  Kelei He and
                  Yinghuan Shi and
                  Dinggang Shen},
  title        = {Review of Artificial Intelligence Techniques in Imaging Data Acquisition,
                  Segmentation and Diagnosis for {COVID-19}},
  journal      = {CoRR},
  volume       = {abs/2004.02731},
  year         = {2020},
  url          = {https://arxiv.org/abs/2004.02731},
  eprinttype    = {arXiv},
  eprint       = {2004.02731},
  timestamp    = {Mon, 25 Jul 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2004-02731.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-05805,
  author       = {Tiexin Qin and
                  Wenbin Li and
                  Yinghuan Shi and
                  Yang Gao},
  title        = {Unsupervised Few-shot Learning via Distribution Shift-based Augmentation},
  journal      = {CoRR},
  volume       = {abs/2004.05805},
  year         = {2020},
  url          = {https://arxiv.org/abs/2004.05805},
  eprinttype    = {arXiv},
  eprint       = {2004.05805},
  timestamp    = {Fri, 22 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2004-05805.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-09403,
  author       = {Wanqi Yang and
                  Tong Ling and
                  Chengmei Yang and
                  Lei Wang and
                  Yinghuan Shi and
                  Luping Zhou and
                  Ming Yang},
  title        = {Class Distribution Alignment for Adversarial Domain Adaptation},
  journal      = {CoRR},
  volume       = {abs/2004.09403},
  year         = {2020},
  url          = {https://arxiv.org/abs/2004.09403},
  eprinttype    = {arXiv},
  eprint       = {2004.09403},
  timestamp    = {Thu, 28 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2004-09403.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-07462,
  author       = {Kelei He and
                  Chunfeng Lian and
                  Ehsan Adeli and
                  Jing Huo and
                  Yinghuan Shi and
                  Yang Gao and
                  Bing Zhang and
                  Junfeng Zhang and
                  Dinggang Shen},
  title        = {TripletUNet: Multi-Task U-Net with Online Voxel-Wise Learning for
                  Precise {CT} Prostate Segmentation},
  journal      = {CoRR},
  volume       = {abs/2005.07462},
  year         = {2020},
  url          = {https://arxiv.org/abs/2005.07462},
  eprinttype    = {arXiv},
  eprint       = {2005.07462},
  timestamp    = {Thu, 05 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2005-07462.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-10777,
  author       = {Jing Huo and
                  Shiyin Jin and
                  Wenbin Li and
                  Jing Wu and
                  Yu{-}Kun Lai and
                  Yinghuan Shi and
                  Yang Gao},
  title        = {Manifold Alignment for Semantically Aligned Style Transfer},
  journal      = {CoRR},
  volume       = {abs/2005.10777},
  year         = {2020},
  url          = {https://arxiv.org/abs/2005.10777},
  eprinttype    = {arXiv},
  eprint       = {2005.10777},
  timestamp    = {Mon, 12 Jul 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2005-10777.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-16103,
  author       = {Yinghuan Shi and
                  Wanqi Yang and
                  Kim{-}Han Thung and
                  Hao Wang and
                  Yang Gao and
                  Yang Pan and
                  Li Zhang and
                  Dinggang Shen},
  title        = {Learning-based Computer-aided Prescription Model for Parkinson's Disease:
                  {A} Data-driven Perspective},
  journal      = {CoRR},
  volume       = {abs/2007.16103},
  year         = {2020},
  url          = {https://arxiv.org/abs/2007.16103},
  eprinttype    = {arXiv},
  eprint       = {2007.16103},
  timestamp    = {Fri, 11 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2007-16103.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cmig/WangSSNH19,
  author       = {Li Wang and
                  Yinghuan Shi and
                  Heung{-}Il Suk and
                  J. Alison Noble and
                  Ghassan Hamarneh},
  title        = {Special issue on machine learning in medical imaging},
  journal      = {Comput. Medical Imaging Graph.},
  volume       = {74},
  pages        = {10--11},
  year         = {2019},
  url          = {https://doi.org/10.1016/j.compmedimag.2019.03.003},
  doi          = {10.1016/J.COMPMEDIMAG.2019.03.003},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/cmig/WangSSNH19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/YuSSGZD19,
  author       = {Qian Yu and
                  Yinghuan Shi and
                  Jinquan Sun and
                  Yang Gao and
                  Jianbing Zhu and
                  Yakang Dai},
  title        = {Crossbar-Net: {A} Novel Convolutional Neural Network for Kidney Tumor
                  Segmentation in {CT} Images},
  journal      = {{IEEE} Trans. Image Process.},
  volume       = {28},
  number       = {8},
  pages        = {4060--4074},
  year         = {2019},
  url          = {https://doi.org/10.1109/TIP.2019.2905537},
  doi          = {10.1109/TIP.2019.2905537},
  timestamp    = {Sat, 30 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tip/YuSSGZD19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/titb/WangSS19,
  author       = {Qian Wang and
                  Yinghuan Shi and
                  Dinggang Shen},
  title        = {Machine Learning in Medical Imaging},
  journal      = {{IEEE} J. Biomed. Health Informatics},
  volume       = {23},
  number       = {4},
  pages        = {1361--1362},
  year         = {2019},
  url          = {https://doi.org/10.1109/JBHI.2019.2920801},
  doi          = {10.1109/JBHI.2019.2920801},
  timestamp    = {Fri, 13 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/titb/WangSS19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmi/HeCSNGS19,
  author       = {Kelei He and
                  Xiaohuan Cao and
                  Yinghuan Shi and
                  Dong Nie and
                  Yang Gao and
                  Dinggang Shen},
  title        = {Pelvic Organ Segmentation Using Distinctive Curve Guided Fully Convolutional
                  Networks},
  journal      = {{IEEE} Trans. Medical Imaging},
  volume       = {38},
  number       = {2},
  pages        = {585--595},
  year         = {2019},
  url          = {https://doi.org/10.1109/TMI.2018.2867837},
  doi          = {10.1109/TMI.2018.2867837},
  timestamp    = {Thu, 18 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tmi/HeCSNGS19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmi/YuZWSFB19,
  author       = {Biting Yu and
                  Luping Zhou and
                  Lei Wang and
                  Yinghuan Shi and
                  Jurgen Fripp and
                  Pierrick Bourgeat},
  title        = {Ea-GANs: Edge-Aware Generative Adversarial Networks for Cross-Modality
                  {MR} Image Synthesis},
  journal      = {{IEEE} Trans. Medical Imaging},
  volume       = {38},
  number       = {7},
  pages        = {1750--1762},
  year         = {2019},
  url          = {https://doi.org/10.1109/TMI.2019.2895894},
  doi          = {10.1109/TMI.2019.2895894},
  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tmi/YuZWSFB19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/QiWHZSG19,
  author       = {Lei Qi and
                  Lei Wang and
                  Jing Huo and
                  Luping Zhou and
                  Yinghuan Shi and
                  Yang Gao},
  title        = {A Novel Unsupervised Camera-Aware Domain Adaptation Framework for
                  Person Re-Identification},
  booktitle    = {2019 {IEEE/CVF} International Conference on Computer Vision, {ICCV}
                  2019, Seoul, Korea (South), October 27 - November 2, 2019},
  pages        = {8079--8088},
  publisher    = {{IEEE}},
  year         = {2019},
  url          = {https://doi.org/10.1109/ICCV.2019.00817},
  doi          = {10.1109/ICCV.2019.00817},
  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iccv/QiWHZSG19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmcs/QiHWS019,
  author       = {Lei Qi and
                  Jing Huo and
                  Lei Wang and
                  Yinghuan Shi and
                  Yang Gao},
  title        = {A Mask Based Deep Ranking Neural Network for Person Retrieval},
  booktitle    = {{IEEE} International Conference on Multimedia and Expo, {ICME} 2019,
                  Shanghai, China, July 8-12, 2019},
  pages        = {496--501},
  publisher    = {{IEEE}},
  year         = {2019},
  url          = {https://doi.org/10.1109/ICME.2019.00092},
  doi          = {10.1109/ICME.2019.00092},
  timestamp    = {Sun, 12 Jan 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icmcs/QiHWS019.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/ZhouGYSZ0Y19,
  author       = {Ziqi Zhou and
                  Xinna Guo and
                  Wanqi Yang and
                  Yinghuan Shi and
                  Luping Zhou and
                  Lei Wang and
                  Ming Yang},
  editor       = {Heung{-}Il Suk and
                  Mingxia Liu and
                  Pingkun Yan and
                  Chunfeng Lian},
  title        = {Cross-Modal Attention-Guided Convolutional Network for Multi-modal
                  Cardiac Segmentation},
  booktitle    = {Machine Learning in Medical Imaging - 10th International Workshop,
                  {MLMI} 2019, Held in Conjunction with {MICCAI} 2019, Shenzhen, China,
                  October 13, 2019, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {11861},
  pages        = {601--610},
  publisher    = {Springer},
  year         = {2019},
  url          = {https://doi.org/10.1007/978-3-030-32692-0\_69},
  doi          = {10.1007/978-3-030-32692-0\_69},
  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/miccai/ZhouGYSZ0Y19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mm/ChenYXHSG19,
  author       = {Jianrong Chen and
                  Li Yang and
                  Yuanyuan Xu and
                  Jing Huo and
                  Yinghuan Shi and
                  Yang Gao},
  editor       = {Laurent Amsaleg and
                  Benoit Huet and
                  Martha A. Larson and
                  Guillaume Gravier and
                  Hayley Hung and
                  Chong{-}Wah Ngo and
                  Wei Tsang Ooi},
  title        = {A Novel Deep Multi-Modal Feature Fusion Method for Celebrity Video
                  Identification},
  booktitle    = {Proceedings of the 27th {ACM} International Conference on Multimedia,
                  {MM} 2019, Nice, France, October 21-25, 2019},
  pages        = {2535--2538},
  publisher    = {{ACM}},
  year         = {2019},
  url          = {https://doi.org/10.1145/3343031.3356067},
  doi          = {10.1145/3343031.3356067},
  timestamp    = {Thu, 23 Jan 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/mm/ChenYXHSG19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pricai/HeHSGS19,
  author       = {Kelei He and
                  Jing Huo and
                  Yinghuan Shi and
                  Yang Gao and
                  Dinggang Shen},
  editor       = {Abhaya C. Nayak and
                  Alok Sharma},
  title        = {{MIDCN:} {A} Multiple Instance Deep Convolutional Network for Image
                  Classification},
  booktitle    = {{PRICAI} 2019: Trends in Artificial Intelligence - 16th Pacific Rim
                  International Conference on Artificial Intelligence, Cuvu, Yanuca
                  Island, Fiji, August 26-30, 2019, Proceedings, Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {11670},
  pages        = {230--243},
  publisher    = {Springer},
  year         = {2019},
  url          = {https://doi.org/10.1007/978-3-030-29908-8\_19},
  doi          = {10.1007/978-3-030-29908-8\_19},
  timestamp    = {Wed, 23 Oct 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/pricai/HeHSGS19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-03425,
  author       = {Lei Qi and
                  Lei Wang and
                  Jing Huo and
                  Luping Zhou and
                  Yinghuan Shi and
                  Yang Gao},
  title        = {A Novel Unsupervised Camera-aware Domain Adaptation Framework for
                  Person Re-identification},
  journal      = {CoRR},
  volume       = {abs/1904.03425},
  year         = {2019},
  url          = {http://arxiv.org/abs/1904.03425},
  eprinttype    = {arXiv},
  eprint       = {1904.03425},
  timestamp    = {Sat, 23 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1904-03425.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1908-00862,
  author       = {Lei Qi and
                  Lei Wang and
                  Jing Huo and
                  Yinghuan Shi and
                  Yang Gao},
  title        = {Adversarial Camera Alignment Network for Unsupervised Cross-camera
                  Person Re-identification},
  journal      = {CoRR},
  volume       = {abs/1908.00862},
  year         = {2019},
  url          = {http://arxiv.org/abs/1908.00862},
  eprinttype    = {arXiv},
  eprint       = {1908.00862},
  timestamp    = {Sat, 23 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1908-00862.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1908-05142,
  author       = {Lei Qi and
                  Lei Wang and
                  Jing Huo and
                  Yinghuan Shi and
                  Yang Gao},
  title        = {GreyReID: {A} Two-stream Deep Framework with RGB-grey Information
                  for Person Re-identification},
  journal      = {CoRR},
  volume       = {abs/1908.05142},
  year         = {2019},
  url          = {http://arxiv.org/abs/1908.05142},
  eprinttype    = {arXiv},
  eprint       = {1908.05142},
  timestamp    = {Sat, 23 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1908-05142.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1908-05669,
  author       = {Lei Qi and
                  Lei Wang and
                  Jing Huo and
                  Yinghuan Shi and
                  Yang Gao},
  title        = {Progressive Cross-camera Soft-label Learning for Semi-supervised Person
                  Re-identification},
  journal      = {CoRR},
  volume       = {abs/1908.05669},
  year         = {2019},
  url          = {http://arxiv.org/abs/1908.05669},
  eprinttype    = {arXiv},
  eprint       = {1908.05669},
  timestamp    = {Sat, 23 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1908-05669.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-10371,
  author       = {Pinzhuo Tian and
                  Zhangkai Wu and
                  Lei Qi and
                  Lei Wang and
                  Yinghuan Shi and
                  Yang Gao},
  title        = {Differentiable Meta-learning Model for Few-shot Semantic Segmentation},
  journal      = {CoRR},
  volume       = {abs/1911.10371},
  year         = {2019},
  url          = {http://arxiv.org/abs/1911.10371},
  eprinttype    = {arXiv},
  eprint       = {1911.10371},
  timestamp    = {Sun, 12 Jan 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1911-10371.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dpd/YangSGY18,
  author       = {Wanqi Yang and
                  Yinghuan Shi and
                  Yang Gao and
                  Ming Yang},
  title        = {Online multi-view subspace learning via group structure analysis for
                  visual object tracking},
  journal      = {Distributed Parallel Databases},
  volume       = {36},
  number       = {3},
  pages        = {485--509},
  year         = {2018},
  url          = {https://doi.org/10.1007/s10619-018-7227-3},
  doi          = {10.1007/S10619-018-7227-3},
  timestamp    = {Thu, 28 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/dpd/YangSGY18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jstsp/QiHFSG18,
  author       = {Lei Qi and
                  Jing Huo and
                  Xiaocong Fan and
                  Yinghuan Shi and
                  Yang Gao},
  title        = {Unsupervised Joint Subspace and Dictionary Learning for Enhanced Cross-Domain
                  Person Re-Identification},
  journal      = {{IEEE} J. Sel. Top. Signal Process.},
  volume       = {12},
  number       = {6},
  pages        = {1263--1275},
  year         = {2018},
  url          = {https://doi.org/10.1109/JSTSP.2018.2877475},
  doi          = {10.1109/JSTSP.2018.2877475},
  timestamp    = {Thu, 09 Jul 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jstsp/QiHFSG18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/LiGWZHS18,
  author       = {Wenbin Li and
                  Yang Gao and
                  Lei Wang and
                  Luping Zhou and
                  Jing Huo and
                  Yinghuan Shi},
  title        = {{OPML:} {A} one-pass closed-form solution for online metric learning},
  journal      = {Pattern Recognit.},
  volume       = {75},
  pages        = {302--314},
  year         = {2018},
  url          = {https://doi.org/10.1016/j.patcog.2017.03.016},
  doi          = {10.1016/J.PATCOG.2017.03.016},
  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/pr/LiGWZHS18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcyb/HuoGSYY18,
  author       = {Jing Huo and
                  Yang Gao and
                  Yinghuan Shi and
                  Wanqi Yang and
                  Hujun Yin},
  title        = {Heterogeneous Face Recognition by Margin-Based Cross-Modality Metric
                  Learning},
  journal      = {{IEEE} Trans. Cybern.},
  volume       = {48},
  number       = {6},
  pages        = {1814--1826},
  year         = {2018},
  url          = {https://doi.org/10.1109/TCYB.2017.2715660},
  doi          = {10.1109/TCYB.2017.2715660},
  timestamp    = {Sat, 05 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tcyb/HuoGSYY18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/HuoGSY18,
  author       = {Jing Huo and
                  Yang Gao and
                  Yinghuan Shi and
                  Hujun Yin},
  title        = {Cross-Modal Metric Learning for {AUC} Optimization},
  journal      = {{IEEE} Trans. Neural Networks Learn. Syst.},
  volume       = {29},
  number       = {10},
  pages        = {4844--4856},
  year         = {2018},
  url          = {https://doi.org/10.1109/TNNLS.2017.2769128},
  doi          = {10.1109/TNNLS.2017.2769128},
  timestamp    = {Sat, 05 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tnn/HuoGSY18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/YangSGWY18,
  author       = {Wanqi Yang and
                  Yinghuan Shi and
                  Yang Gao and
                  Lei Wang and
                  Ming Yang},
  title        = {Incomplete-Data Oriented Multiview Dimension Reduction via Sparse
                  Low-Rank Representation},
  journal      = {{IEEE} Trans. Neural Networks Learn. Syst.},
  volume       = {29},
  number       = {12},
  pages        = {6276--6291},
  year         = {2018},
  url          = {https://doi.org/10.1109/TNNLS.2018.2828699},
  doi          = {10.1109/TNNLS.2018.2828699},
  timestamp    = {Thu, 28 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tnn/YangSGWY18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/accv/LiHSGWL18,
  author       = {Wenbin Li and
                  Jing Huo and
                  Yinghuan Shi and
                  Yang Gao and
                  Lei Wang and
                  Jiebo Luo},
  editor       = {C. V. Jawahar and
                  Hongdong Li and
                  Greg Mori and
                  Konrad Schindler},
  title        = {A Joint Local and Global Deep Metric Learning Method for Caricature
                  Recognition},
  booktitle    = {Computer Vision - {ACCV} 2018 - 14th Asian Conference on Computer
                  Vision, Perth, Australia, December 2-6, 2018, Revised Selected Papers,
                  Part {IV}},
  series       = {Lecture Notes in Computer Science},
  volume       = {11364},
  pages        = {240--256},
  publisher    = {Springer},
  year         = {2018},
  url          = {https://doi.org/10.1007/978-3-030-20870-7\_15},
  doi          = {10.1007/978-3-030-20870-7\_15},
  timestamp    = {Wed, 07 Dec 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/accv/LiHSGWL18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bmvc/Zhao0ZS018,
  author       = {Yan Zhao and
                  Lei Wang and
                  Luping Zhou and
                  Yinghuan Shi and
                  Yang Gao},
  title        = {Modelling Diffusion Process by Deep Neural Networks for Image Retrieval},
  booktitle    = {British Machine Vision Conference 2018, {BMVC} 2018, Newcastle, UK,
                  September 3-6, 2018},
  pages        = {161},
  publisher    = {{BMVA} Press},
  year         = {2018},
  url          = {http://bmvc2018.org/contents/papers/0861.pdf},
  timestamp    = {Thu, 08 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/bmvc/Zhao0ZS018.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bmvc/HuoLSGY18,
  author       = {Jing Huo and
                  Wenbin Li and
                  Yinghuan Shi and
                  Yang Gao and
                  Hujun Yin},
  title        = {WebCaricature: a benchmark for caricature recognition},
  booktitle    = {British Machine Vision Conference 2018, {BMVC} 2018, Newcastle, UK,
                  September 3-6, 2018},
  pages        = {223},
  publisher    = {{BMVA} Press},
  year         = {2018},
  url          = {http://bmvc2018.org/contents/papers/0728.pdf},
  timestamp    = {Thu, 03 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/bmvc/HuoLSGY18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/TianQSZGS18,
  author       = {Pinzhuo Tian and
                  Lei Qi and
                  Yinghuan Shi and
                  Luping Zhou and
                  Yang Gao and
                  Dinggang Sheri},
  title        = {A Novel Image-Specific Transfer Approach for Prostate Segmentation
                  in {MR} Images},
  booktitle    = {2018 {IEEE} International Conference on Acoustics, Speech and Signal
                  Processing, {ICASSP} 2018, Calgary, AB, Canada, April 15-20, 2018},
  pages        = {806--810},
  publisher    = {{IEEE}},
  year         = {2018},
  url          = {https://doi.org/10.1109/ICASSP.2018.8461716},
  doi          = {10.1109/ICASSP.2018.8461716},
  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icassp/TianQSZGS18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/MaSLGX18,
  author       = {Minglin Ma and
                  Yinghuan Shi and
                  Wenbin Li and
                  Yang Gao and
                  Jun Xu},
  title        = {A Novel Two-Stage Deep Method for Mitosis Detection in Breast Cancer
                  Histology Images},
  booktitle    = {24th International Conference on Pattern Recognition, {ICPR} 2018,
                  Beijing, China, August 20-24, 2018},
  pages        = {3892--3897},
  publisher    = {{IEEE} Computer Society},
  year         = {2018},
  url          = {https://doi.org/10.1109/ICPR.2018.8546192},
  doi          = {10.1109/ICPR.2018.8546192},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icpr/MaSLGX18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/miccai/2018mlmi,
  editor       = {Yinghuan Shi and
                  Heung{-}Il Suk and
                  Mingxia Liu},
  title        = {Machine Learning in Medical Imaging - 9th International Workshop,
                  {MLMI} 2018, Held in Conjunction with {MICCAI} 2018, Granada, Spain,
                  September 16, 2018, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {11046},
  publisher    = {Springer},
  year         = {2018},
  url          = {https://doi.org/10.1007/978-3-030-00919-9},
  doi          = {10.1007/978-3-030-00919-9},
  isbn         = {978-3-030-00918-2},
  timestamp    = {Tue, 18 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/miccai/2018mlmi.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1803-06626,
  author       = {Juanying Xie and
                  Qi Hou and
                  Yinghuan Shi and
                  Lv Peng and
                  Liping Jing and
                  Fuzhen Zhuang and
                  Junping Zhang and
                  Xiaoyang Tang and
                  Shengquan Xu},
  title        = {The Automatic Identification of Butterfly Species},
  journal      = {CoRR},
  volume       = {abs/1803.06626},
  year         = {2018},
  url          = {http://arxiv.org/abs/1803.06626},
  eprinttype    = {arXiv},
  eprint       = {1803.06626},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1803-06626.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1804-03864,
  author       = {Lei Qi and
                  Jing Huo and
                  Lei Wang and
                  Yinghuan Shi and
                  Yang Gao},
  title        = {MaskReID: {A} Mask Based Deep Ranking Neural Network for Person Re-identification},
  journal      = {CoRR},
  volume       = {abs/1804.03864},
  year         = {2018},
  url          = {http://arxiv.org/abs/1804.03864},
  eprinttype    = {arXiv},
  eprint       = {1804.03864},
  timestamp    = {Sat, 23 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1804-03864.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1804-10481,
  author       = {Jinquan Sun and
                  Yinghuan Shi and
                  Yang Gao and
                  Lei Wang and
                  Luping Zhou and
                  Wanqi Yang and
                  Dinggang Shen},
  title        = {Interactive Medical Image Segmentation via Point-Based Interaction
                  and Sequential Patch Learning},
  journal      = {CoRR},
  volume       = {abs/1804.10481},
  year         = {2018},
  url          = {http://arxiv.org/abs/1804.10481},
  eprinttype    = {arXiv},
  eprint       = {1804.10481},
  timestamp    = {Mon, 17 Sep 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1804-10481.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1804-10484,
  author       = {Qian Yu and
                  Yinghuan Shi and
                  Jinquan Sun and
                  Yang Gao and
                  Yakang Dai and
                  Jianbing Zhu},
  title        = {Crossbar-Net: {A} Novel Convolutional Network for Kidney Tumor Segmentation
                  in {CT} Images},
  journal      = {CoRR},
  volume       = {abs/1804.10484},
  year         = {2018},
  url          = {http://arxiv.org/abs/1804.10484},
  eprinttype    = {arXiv},
  eprint       = {1804.10484},
  timestamp    = {Fri, 08 Feb 2019 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1804-10484.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-05510,
  author       = {Wenbin Li and
                  Jing Huo and
                  Yinghuan Shi and
                  Yang Gao and
                  Lei Wang and
                  Jiebo Luo},
  title        = {Online Deep Metric Learning},
  journal      = {CoRR},
  volume       = {abs/1805.05510},
  year         = {2018},
  url          = {http://arxiv.org/abs/1805.05510},
  eprinttype    = {arXiv},
  eprint       = {1805.05510},
  timestamp    = {Thu, 03 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1805-05510.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcyb/WangGSW17,
  author       = {Huihui Wang and
                  Yang Gao and
                  Yinghuan Shi and
                  Ruili Wang},
  title        = {Group-Based Alternating Direction Method of Multipliers for Distributed
                  Linear Classification},
  journal      = {{IEEE} Trans. Cybern.},
  volume       = {47},
  number       = {11},
  pages        = {3568--3582},
  year         = {2017},
  url          = {https://doi.org/10.1109/TCYB.2016.2570808},
  doi          = {10.1109/TCYB.2016.2570808},
  timestamp    = {Fri, 22 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tcyb/WangGSW17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ShiLGCS17,
  author       = {Yinghuan Shi and
                  Wenbin Li and
                  Yang Gao and
                  Longbing Cao and
                  Dinggang Shen},
  editor       = {Satinder Singh and
                  Shaul Markovitch},
  title        = {Beyond {IID:} Learning to Combine Non-IID Metrics for Vision Tasks},
  booktitle    = {Proceedings of the Thirty-First {AAAI} Conference on Artificial Intelligence,
                  February 4-9, 2017, San Francisco, California, {USA}},
  pages        = {1524--1531},
  publisher    = {{AAAI} Press},
  year         = {2017},
  url          = {https://doi.org/10.1609/aaai.v31i1.10748},
  doi          = {10.1609/AAAI.V31I1.10748},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/ShiLGCS17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/Zhou0ZSG17,
  author       = {Luping Zhou and
                  Lei Wang and
                  Jianjia Zhang and
                  Yinghuan Shi and
                  Yang Gao},
  title        = {Revisiting Metric Learning for {SPD} Matrix Based Visual Representation},
  booktitle    = {2017 {IEEE} Conference on Computer Vision and Pattern Recognition,
                  {CVPR} 2017, Honolulu, HI, USA, July 21-26, 2017},
  pages        = {7111--7119},
  publisher    = {{IEEE} Computer Society},
  year         = {2017},
  url          = {https://doi.org/10.1109/CVPR.2017.752},
  doi          = {10.1109/CVPR.2017.752},
  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/cvpr/Zhou0ZSG17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ideal/WangSCG17,
  author       = {Huihui Wang and
                  Yinghuan Shi and
                  Xingguo Chen and
                  Yang Gao},
  editor       = {Hujun Yin and
                  Yang Gao and
                  Songcan Chen and
                  Yimin Wen and
                  Guoyong Cai and
                  Tianlong Gu and
                  Junping Du and
                  Antonio J. Tall{\'{o}}n{-}Ballesteros and
                  Min{-}Ling Zhang},
  title        = {Cost-Sensitive Alternating Direction Method of Multipliers for Large-Scale
                  Classification},
  booktitle    = {Intelligent Data Engineering and Automated Learning - {IDEAL} 2017
                  - 18th International Conference, Guilin, China, October 30 - November
                  1, 2017, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {10585},
  pages        = {315--325},
  publisher    = {Springer},
  year         = {2017},
  url          = {https://doi.org/10.1007/978-3-319-68935-7\_35},
  doi          = {10.1007/978-3-319-68935-7\_35},
  timestamp    = {Tue, 14 May 2019 10:00:45 +0200},
  biburl       = {https://dblp.org/rec/conf/ideal/WangSCG17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/SunSGS17,
  author       = {Jinquan Sun and
                  Yinghuan Shi and
                  Yang Gao and
                  Dinggang Shen},
  editor       = {Qian Wang and
                  Yinghuan Shi and
                  Heung{-}Il Suk and
                  Kenji Suzuki},
  title        = {A Point Says a Lot: An Interactive Segmentation Method for {MR} Prostate
                  via One-Point Labeling},
  booktitle    = {Machine Learning in Medical Imaging - 8th International Workshop,
                  {MLMI} 2017, Held in Conjunction with {MICCAI} 2017, Quebec City,
                  QC, Canada, September 10, 2017, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {10541},
  pages        = {220--228},
  publisher    = {Springer},
  year         = {2017},
  url          = {https://doi.org/10.1007/978-3-319-67389-9\_26},
  doi          = {10.1007/978-3-319-67389-9\_26},
  timestamp    = {Wed, 16 Mar 2022 23:56:10 +0100},
  biburl       = {https://dblp.org/rec/conf/miccai/SunSGS17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/ShiYGS17,
  author       = {Yinghuan Shi and
                  Wanqi Yang and
                  Yang Gao and
                  Dinggang Shen},
  editor       = {Maxime Descoteaux and
                  Lena Maier{-}Hein and
                  Alfred M. Franz and
                  Pierre Jannin and
                  D. Louis Collins and
                  Simon Duchesne},
  title        = {Does Manual Delineation only Provide the Side Information in {CT}
                  Prostate Segmentation?},
  booktitle    = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
                  2017 - 20th International Conference, Quebec City, QC, Canada, September
                  11-13, 2017, Proceedings, Part {III}},
  series       = {Lecture Notes in Computer Science},
  volume       = {10435},
  pages        = {692--700},
  publisher    = {Springer},
  year         = {2017},
  url          = {https://doi.org/10.1007/978-3-319-66179-7\_79},
  doi          = {10.1007/978-3-319-66179-7\_79},
  timestamp    = {Fri, 09 Apr 2021 18:52:06 +0200},
  biburl       = {https://dblp.org/rec/conf/miccai/ShiYGS17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mm/HuoGSY17,
  author       = {Jing Huo and
                  Yang Gao and
                  Yinghuan Shi and
                  Hujun Yin},
  editor       = {Wanmin Wu and
                  Jianchao Yang and
                  Qi Tian and
                  Roger Zimmermann},
  title        = {Variation Robust Cross-Modal Metric Learning for Caricature Recognition},
  booktitle    = {Proceedings of the on Thematic Workshops of {ACM} Multimedia 2017,
                  Mountain View, CA, USA, October 23 - 27, 2017},
  pages        = {340--348},
  publisher    = {{ACM}},
  year         = {2017},
  url          = {https://doi.org/10.1145/3126686.3126736},
  doi          = {10.1145/3126686.3126736},
  timestamp    = {Tue, 06 Nov 2018 16:58:35 +0100},
  biburl       = {https://dblp.org/rec/conf/mm/HuoGSY17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/miccai/2017mlmi,
  editor       = {Qian Wang and
                  Yinghuan Shi and
                  Heung{-}Il Suk and
                  Kenji Suzuki},
  title        = {Machine Learning in Medical Imaging - 8th International Workshop,
                  {MLMI} 2017, Held in Conjunction with {MICCAI} 2017, Quebec City,
                  QC, Canada, September 10, 2017, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {10541},
  publisher    = {Springer},
  year         = {2017},
  url          = {https://doi.org/10.1007/978-3-319-67389-9},
  doi          = {10.1007/978-3-319-67389-9},
  isbn         = {978-3-319-67388-2},
  timestamp    = {Wed, 16 Mar 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/miccai/2017mlmi.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HuoLSGY17,
  author       = {Jing Huo and
                  Wenbin Li and
                  Yinghuan Shi and
                  Yang Gao and
                  Hujun Yin},
  title        = {WebCaricature: a benchmark for caricature face recognition},
  journal      = {CoRR},
  volume       = {abs/1703.03230},
  year         = {2017},
  url          = {http://arxiv.org/abs/1703.03230},
  eprinttype    = {arXiv},
  eprint       = {1703.03230},
  timestamp    = {Thu, 03 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/HuoLSGY17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/ShiGLZ0S16,
  author       = {Yinghuan Shi and
                  Yaozong Gao and
                  Shu Liao and
                  Daoqiang Zhang and
                  Yang Gao and
                  Dinggang Shen},
  title        = {A learning-based {CT} prostate segmentation method via joint transductive
                  feature selection and regression},
  journal      = {Neurocomputing},
  volume       = {173},
  pages        = {317--331},
  year         = {2016},
  url          = {https://doi.org/10.1016/j.neucom.2014.11.098},
  doi          = {10.1016/J.NEUCOM.2014.11.098},
  timestamp    = {Wed, 14 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ijon/ShiGLZ0S16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/WangGSW16,
  author       = {Huihui Wang and
                  Yang Gao and
                  Yinghuan Shi and
                  Hao Wang},
  editor       = {Francesco Bonchi and
                  Josep Domingo{-}Ferrer and
                  Ricardo Baeza{-}Yates and
                  Zhi{-}Hua Zhou and
                  Xindong Wu},
  title        = {A Fast Distributed Classification Algorithm for Large-Scale Imbalanced
                  Data},
  booktitle    = {{IEEE} 16th International Conference on Data Mining, {ICDM} 2016,
                  December 12-15, 2016, Barcelona, Spain},
  pages        = {1251--1256},
  publisher    = {{IEEE} Computer Society},
  year         = {2016},
  url          = {https://doi.org/10.1109/ICDM.2016.0168},
  doi          = {10.1109/ICDM.2016.0168},
  timestamp    = {Mon, 15 Apr 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icdm/WangGSW16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ideal/QiSWY016,
  author       = {Lei Qi and
                  Yinghuan Shi and
                  Huihui Wang and
                  Wanqi Yang and
                  Yang Gao},
  editor       = {Hujun Yin and
                  Yang Gao and
                  Bin Li and
                  Daoqiang Zhang and
                  Ming Yang and
                  Yun Li and
                  Frank Klawonn and
                  Antonio J. Tall{\'{o}}n{-}Ballesteros},
  title        = {Multi-view Subspace Clustering via a Global Low-Rank Affinity Matrix},
  booktitle    = {Intelligent Data Engineering and Automated Learning - {IDEAL} 2016
                  - 17th International Conference, Yangzhou, China, October 12-14, 2016,
                  Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {9937},
  pages        = {321--331},
  publisher    = {Springer},
  year         = {2016},
  url          = {https://doi.org/10.1007/978-3-319-46257-8\_35},
  doi          = {10.1007/978-3-319-46257-8\_35},
  timestamp    = {Sun, 12 Jan 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ideal/QiSWY016.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ideal/QiSWG16,
  author       = {Xiaolong Qi and
                  Yinghuan Shi and
                  Hao Wang and
                  Yang Gao},
  editor       = {Hujun Yin and
                  Yang Gao and
                  Bin Li and
                  Daoqiang Zhang and
                  Ming Yang and
                  Yun Li and
                  Frank Klawonn and
                  Antonio J. Tall{\'{o}}n{-}Ballesteros},
  title        = {Grouping Parallel Bayesian Network Structure Learning Algorithm Based
                  on Variable Ordering},
  booktitle    = {Intelligent Data Engineering and Automated Learning - {IDEAL} 2016
                  - 17th International Conference, Yangzhou, China, October 12-14, 2016,
                  Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {9937},
  pages        = {405--415},
  publisher    = {Springer},
  year         = {2016},
  url          = {https://doi.org/10.1007/978-3-319-46257-8\_44},
  doi          = {10.1007/978-3-319-46257-8\_44},
  timestamp    = {Mon, 15 Apr 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ideal/QiSWG16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mm/HuoGSYY16,
  author       = {Jing Huo and
                  Yang Gao and
                  Yinghuan Shi and
                  Wanqi Yang and
                  Hujun Yin},
  editor       = {Alan Hanjalic and
                  Cees Snoek and
                  Marcel Worring and
                  Dick C. A. Bulterman and
                  Benoit Huet and
                  Aisling Kelliher and
                  Yiannis Kompatsiaris and
                  Jin Li},
  title        = {Ensemble of Sparse Cross-Modal Metrics for Heterogeneous Face Recognition},
  booktitle    = {Proceedings of the 2016 {ACM} Conference on Multimedia Conference,
                  {MM} 2016, Amsterdam, The Netherlands, October 15-19, 2016},
  pages        = {1405--1414},
  publisher    = {{ACM}},
  year         = {2016},
  url          = {https://doi.org/10.1145/2964284.2964311},
  doi          = {10.1145/2964284.2964311},
  timestamp    = {Sat, 05 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/mm/HuoGSYY16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/miccai/2016mlmi,
  editor       = {Li Wang and
                  Ehsan Adeli and
                  Qian Wang and
                  Yinghuan Shi and
                  Heung{-}Il Suk},
  title        = {Machine Learning in Medical Imaging - 7th International Workshop,
                  {MLMI} 2016, Held in Conjunction with {MICCAI} 2016, Athens, Greece,
                  October 17, 2016, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {10019},
  year         = {2016},
  url          = {https://doi.org/10.1007/978-3-319-47157-0},
  doi          = {10.1007/978-3-319-47157-0},
  isbn         = {978-3-319-47156-3},
  timestamp    = {Mon, 12 Apr 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/miccai/2016mlmi.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LiGWZHS16,
  author       = {Wenbin Li and
                  Yang Gao and
                  Lei Wang and
                  Luping Zhou and
                  Jing Huo and
                  Yinghuan Shi},
  title        = {{OPML:} {A} One-Pass Closed-Form Solution for Online Metric Learning},
  journal      = {CoRR},
  volume       = {abs/1609.09178},
  year         = {2016},
  url          = {http://arxiv.org/abs/1609.09178},
  eprinttype    = {arXiv},
  eprint       = {1609.09178},
  timestamp    = {Thu, 03 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/LiGWZHS16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/ShiGLZGS15,
  author       = {Yinghuan Shi and
                  Yaozong Gao and
                  Shu Liao and
                  Daoqiang Zhang and
                  Yang Gao and
                  Dinggang Shen},
  title        = {Semi-Automatic Segmentation of Prostate in {CT} Images via Coupled
                  Feature Representation and Spatial-Constrained Transductive Lasso},
  journal      = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
  volume       = {37},
  number       = {11},
  pages        = {2286--2303},
  year         = {2015},
  url          = {https://doi.org/10.1109/TPAMI.2015.2424869},
  doi          = {10.1109/TPAMI.2015.2424869},
  timestamp    = {Wed, 14 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/pami/ShiGLZGS15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/YangGSC15,
  author       = {Wanqi Yang and
                  Yang Gao and
                  Yinghuan Shi and
                  Longbing Cao},
  title        = {MRM-Lasso: {A} Sparse Multiview Feature Selection Method via Low-Rank
                  Analysis},
  journal      = {{IEEE} Trans. Neural Networks Learn. Syst.},
  volume       = {26},
  number       = {11},
  pages        = {2801--2815},
  year         = {2015},
  url          = {https://doi.org/10.1109/TNNLS.2015.2396937},
  doi          = {10.1109/TNNLS.2015.2396937},
  timestamp    = {Mon, 09 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tnn/YangGSC15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/LiSYWG15,
  author       = {Wenbin Li and
                  Yinghuan Shi and
                  Wanqi Yang and
                  Hao Wang and
                  Yang Gao},
  title        = {Interactive image segmentation via cascaded metric learning},
  booktitle    = {2015 {IEEE} International Conference on Image Processing, {ICIP} 2015,
                  Quebec City, QC, Canada, September 27-30, 2015},
  pages        = {2900--2904},
  publisher    = {{IEEE}},
  year         = {2015},
  url          = {https://doi.org/10.1109/ICIP.2015.7351333},
  doi          = {10.1109/ICIP.2015.7351333},
  timestamp    = {Thu, 03 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icip/LiSYWG15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/miccai/2015mlmi,
  editor       = {Luping Zhou and
                  Li Wang and
                  Qian Wang and
                  Yinghuan Shi},
  title        = {Machine Learning in Medical Imaging - 6th International Workshop,
                  {MLMI} 2015, Held in Conjunction with {MICCAI} 2015, Munich, Germany,
                  October 5, 2015, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {9352},
  publisher    = {Springer},
  year         = {2015},
  url          = {https://doi.org/10.1007/978-3-319-24888-2},
  doi          = {10.1007/978-3-319-24888-2},
  isbn         = {978-3-319-24887-5},
  timestamp    = {Tue, 14 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/miccai/2015mlmi.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/apin/YangGCYS14,
  author       = {Wanqi Yang and
                  Yang Gao and
                  Longbing Cao and
                  Ming Yang and
                  Yinghuan Shi},
  title        = {mPadal: a joint local-and-global multi-view feature selection method
                  for activity recognition},
  journal      = {Appl. Intell.},
  volume       = {41},
  number       = {3},
  pages        = {776--790},
  year         = {2014},
  url          = {https://doi.org/10.1007/s10489-014-0566-5},
  doi          = {10.1007/S10489-014-0566-5},
  timestamp    = {Thu, 28 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/apin/YangGCYS14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/ShiSGS14,
  author       = {Yinghuan Shi and
                  Heung{-}Il Suk and
                  Yang Gao and
                  Dinggang Shen},
  title        = {Joint Coupled-Feature Representation and Coupled Boosting for {AD}
                  Diagnosis},
  booktitle    = {2014 {IEEE} Conference on Computer Vision and Pattern Recognition,
                  {CVPR} 2014, Columbus, OH, USA, June 23-28, 2014},
  pages        = {2721--2728},
  publisher    = {{IEEE} Computer Society},
  year         = {2014},
  url          = {https://doi.org/10.1109/CVPR.2014.354},
  doi          = {10.1109/CVPR.2014.354},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/cvpr/ShiSGS14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ideal/Jia0YHS14,
  author       = {Yusheng Jia and
                  Yang Gao and
                  Wanqi Yang and
                  Jing Huo and
                  Yinghuan Shi},
  editor       = {Emilio Corchado and
                  Jos{\'{e}} Antonio Lozano and
                  H{\'{e}}ctor Quinti{\'{a}}n and
                  Hujun Yin},
  title        = {A Novel Ego-Centered Academic Community Detection Approach via Factor
                  Graph Model},
  booktitle    = {Intelligent Data Engineering and Automated Learning - {IDEAL} 2014
                  - 15th International Conference, Salamanca, Spain, September 10-12,
                  2014. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {8669},
  pages        = {223--230},
  publisher    = {Springer},
  year         = {2014},
  url          = {https://doi.org/10.1007/978-3-319-10840-7\_28},
  doi          = {10.1007/978-3-319-10840-7\_28},
  timestamp    = {Wed, 28 Jun 2023 16:19:42 +0200},
  biburl       = {https://dblp.org/rec/conf/ideal/Jia0YHS14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/ParkGSS14,
  author       = {Sang Hyun Park and
                  Yaozong Gao and
                  Yinghuan Shi and
                  Dinggang Shen},
  editor       = {Guorong Wu and
                  Daoqiang Zhang and
                  Luping Zhou},
  title        = {Interactive Prostate Segmentation Based on Adaptive Feature Selection
                  and Manifold Regularization},
  booktitle    = {Machine Learning in Medical Imaging - 5th International Workshop,
                  {MLMI} 2014, Held in Conjunction with {MICCAI} 2014, Boston, MA, USA,
                  September 14, 2014. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {8679},
  pages        = {264--271},
  publisher    = {Springer},
  year         = {2014},
  url          = {https://doi.org/10.1007/978-3-319-10581-9\_33},
  doi          = {10.1007/978-3-319-10581-9\_33},
  timestamp    = {Sun, 02 Jun 2019 21:24:45 +0200},
  biburl       = {https://dblp.org/rec/conf/miccai/ParkGSS14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/apin/ShiGWZW13,
  author       = {Yinghuan Shi and
                  Yang Gao and
                  Ruili Wang and
                  Ying Zhang and
                  Dong Wang},
  title        = {Transductive cost-sensitive lung cancer image classification},
  journal      = {Appl. Intell.},
  volume       = {38},
  number       = {1},
  pages        = {16--28},
  year         = {2013},
  url          = {https://doi.org/10.1007/s10489-012-0354-z},
  doi          = {10.1007/S10489-012-0354-Z},
  timestamp    = {Wed, 17 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/apin/ShiGWZW13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tbe/ShiGYZW13,
  author       = {Yinghuan Shi and
                  Yang Gao and
                  Yubin Yang and
                  Ying Zhang and
                  Dong Wang},
  title        = {Multimodal Sparse Representation-Based Classification for Lung Needle
                  Biopsy Images},
  journal      = {{IEEE} Trans. Biomed. Eng.},
  volume       = {60},
  number       = {10},
  pages        = {2675--2685},
  year         = {2013},
  url          = {https://doi.org/10.1109/TBME.2013.2262099},
  doi          = {10.1109/TBME.2013.2262099},
  timestamp    = {Wed, 02 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tbe/ShiGYZW13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/ShiLGZGS13,
  author       = {Yinghuan Shi and
                  Shu Liao and
                  Yaozong Gao and
                  Daoqiang Zhang and
                  Yang Gao and
                  Dinggang Shen},
  title        = {Prostate Segmentation in {CT} Images via Spatial-Constrained Transductive
                  Lasso},
  booktitle    = {2013 {IEEE} Conference on Computer Vision and Pattern Recognition,
                  Portland, OR, USA, June 23-28, 2013},
  pages        = {2227--2234},
  publisher    = {{IEEE} Computer Society},
  year         = {2013},
  url          = {https://doi.org/10.1109/CVPR.2013.289},
  doi          = {10.1109/CVPR.2013.289},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/cvpr/ShiLGZGS13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ideal/JiaYGYS13,
  author       = {Yusheng Jia and
                  Wanqi Yang and
                  Yang Gao and
                  Hujun Yin and
                  Yinghuan Shi},
  editor       = {Hujun Yin and
                  Ke Tang and
                  Yang Gao and
                  Frank Klawonn and
                  Minho Lee and
                  Thomas Weise and
                  Bin Li and
                  Xin Yao},
  title        = {Image Super Resolution via Visual Prior Based Digital Image Characteristics},
  booktitle    = {Intelligent Data Engineering and Automated Learning - {IDEAL} 2013
                  - 14th International Conference, {IDEAL} 2013, Hefei, China, October
                  20-23, 2013. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {8206},
  pages        = {168--177},
  publisher    = {Springer},
  year         = {2013},
  url          = {https://doi.org/10.1007/978-3-642-41278-3\_21},
  doi          = {10.1007/978-3-642-41278-3\_21},
  timestamp    = {Fri, 30 Dec 2022 11:13:32 +0100},
  biburl       = {https://dblp.org/rec/conf/ideal/JiaYGYS13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ideal/QianS0Y13,
  author       = {Liqiang Qian and
                  Yinghuan Shi and
                  Yang Gao and
                  Hujun Yin},
  editor       = {Hujun Yin and
                  Ke Tang and
                  Yang Gao and
                  Frank Klawonn and
                  Minho Lee and
                  Thomas Weise and
                  Bin Li and
                  Xin Yao},
  title        = {Voting-XCSc: {A} Consensus Clustering Method via Learning Classifier
                  System},
  booktitle    = {Intelligent Data Engineering and Automated Learning - {IDEAL} 2013
                  - 14th International Conference, {IDEAL} 2013, Hefei, China, October
                  20-23, 2013. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {8206},
  pages        = {603--610},
  publisher    = {Springer},
  year         = {2013},
  url          = {https://doi.org/10.1007/978-3-642-41278-3\_73},
  doi          = {10.1007/978-3-642-41278-3\_73},
  timestamp    = {Sat, 05 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ideal/QianS0Y13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipmi/LiaoGSYKOS13,
  author       = {Shu Liao and
                  Yaozong Gao and
                  Yinghuan Shi and
                  Ambereen Yousuf and
                  Ibrahim Karademir and
                  Aytekin Oto and
                  Dinggang Shen},
  editor       = {James C. Gee and
                  Sarang C. Joshi and
                  Kilian M. Pohl and
                  William M. Wells III and
                  Lilla Z{\"{o}}llei},
  title        = {Automatic Prostate {MR} Image Segmentation with Sparse Label Propagation
                  and Domain-Specific Manifold Regularization},
  booktitle    = {Information Processing in Medical Imaging - 23rd International Conference,
                  {IPMI} 2013, Asilomar, CA, USA, June 28-July 3, 2013. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {7917},
  pages        = {511--523},
  publisher    = {Springer},
  year         = {2013},
  url          = {https://doi.org/10.1007/978-3-642-38868-2\_43},
  doi          = {10.1007/978-3-642-38868-2\_43},
  timestamp    = {Tue, 14 May 2019 10:00:52 +0200},
  biburl       = {https://dblp.org/rec/conf/ipmi/LiaoGSYKOS13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/ShiLGZGS12,
  author       = {Yinghuan Shi and
                  Shu Liao and
                  Yaozong Gao and
                  Daoqiang Zhang and
                  Yang Gao and
                  Dinggang Shen},
  editor       = {Fei Wang and
                  Dinggang Shen and
                  Pingkun Yan and
                  Kenji Suzuki},
  title        = {Transductive Prostate Segmentation for {CT} Image Guided Radiotherapy},
  booktitle    = {Machine Learning in Medical Imaging - Third International Workshop,
                  {MLMI} 2012, Held in Conjunction with {MICCAI} 2012, Nice, France,
                  October 1, 2012, Revised Selected Papers},
  series       = {Lecture Notes in Computer Science},
  volume       = {7588},
  pages        = {1--9},
  publisher    = {Springer},
  year         = {2012},
  url          = {https://doi.org/10.1007/978-3-642-35428-1\_1},
  doi          = {10.1007/978-3-642-35428-1\_1},
  timestamp    = {Sat, 05 Sep 2020 18:06:04 +0200},
  biburl       = {https://dblp.org/rec/conf/miccai/ShiLGZGS12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijns/ShiSGSY11,
  author       = {Liangdong Shi and
                  Yinghuan Shi and
                  Yang Gao and
                  Lin Shang and
                  Yubin Yang},
  title        = {Xcsc: a Novel Approach to Clustering with Extended Classifier System},
  journal      = {Int. J. Neural Syst.},
  volume       = {21},
  number       = {1},
  pages        = {79--93},
  year         = {2011},
  url          = {https://doi.org/10.1142/S0129065711002675},
  doi          = {10.1142/S0129065711002675},
  timestamp    = {Mon, 27 Sep 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ijns/ShiSGSY11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ideal/JinGSSWY11,
  author       = {Yan Jin and
                  Yang Gao and
                  Yinghuan Shi and
                  Lin Shang and
                  Ruili Wang and
                  Yubin Yang},
  editor       = {Hujun Yin and
                  Wenjia Wang and
                  Victor J. Rayward{-}Smith},
  title        = {{P2LSA} and {P2LSA+:} Two Paralleled Probabilistic Latent Semantic
                  Analysis Algorithms Based on the MapReduce Model},
  booktitle    = {Intelligent Data Engineering and Automated Learning - {IDEAL} 2011
                  - 12th International Conference, Norwich, UK, September 7-9, 2011.
                  Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {6936},
  pages        = {385--393},
  publisher    = {Springer},
  year         = {2011},
  url          = {https://doi.org/10.1007/978-3-642-23878-9\_46},
  doi          = {10.1007/978-3-642-23878-9\_46},
  timestamp    = {Mon, 27 Sep 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ideal/JinGSSWY11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/ShiGW10,
  author       = {Yinghuan Shi and
                  Yang Gao and
                  Ruili Wang},
  title        = {Real-Time Abnormal Event Detection in Complicated Scenes},
  booktitle    = {20th International Conference on Pattern Recognition, {ICPR} 2010,
                  Istanbul, Turkey, 23-26 August 2010},
  pages        = {3653--3656},
  publisher    = {{IEEE} Computer Society},
  year         = {2010},
  url          = {https://doi.org/10.1109/ICPR.2010.891},
  doi          = {10.1109/ICPR.2010.891},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icpr/ShiGW10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/ChenWWSG09,
  author       = {Xingguo Chen and
                  Hao Wang and
                  Weiwei Wang and
                  Yinghuan Shi and
                  Yang Gao},
  editor       = {Franz Rothlauf},
  title        = {Apply ant colony optimization to Tetris},
  booktitle    = {Genetic and Evolutionary Computation Conference, {GECCO} 2009, Proceedings,
                  Montreal, Qu{\'{e}}bec, Canada, July 8-12, 2009},
  pages        = {1741--1742},
  publisher    = {{ACM}},
  year         = {2009},
  url          = {https://doi.org/10.1145/1569901.1570136},
  doi          = {10.1145/1569901.1570136},
  timestamp    = {Tue, 06 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/gecco/ChenWWSG09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ideal/ShiSG09,
  author       = {Liangdong Shi and
                  Yinghuan Shi and
                  Yang Gao},
  editor       = {Emilio Corchado and
                  Hujun Yin},
  title        = {Clustering with {XCS} and Agglomerative Rule Merging},
  booktitle    = {Intelligent Data Engineering and Automated Learning - {IDEAL} 2009,
                  10th International Conference, Burgos, Spain, September 23-26, 2009.
                  Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {5788},
  pages        = {242--250},
  publisher    = {Springer},
  year         = {2009},
  url          = {https://doi.org/10.1007/978-3-642-04394-9\_30},
  doi          = {10.1007/978-3-642-04394-9\_30},
  timestamp    = {Tue, 14 May 2019 10:00:45 +0200},
  biburl       = {https://dblp.org/rec/conf/ideal/ShiSG09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
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