Zhiyong Yang

Selected Papers

1. TPAMI IF:23.6

   AUC-Oriented Domain Adaptation: From Theory to Algorithm

   Zhiyong Yang , Qianqian Xu, Shilong Bao, and 4 more authors

   IEEE Transactions on Pattern Analysis and Machine Intelligence,  2023

   Bib PDF Code

   @article{yang2023auc-oriented,
     title = {AUC-Oriented Domain Adaptation: From Theory to Algorithm},
     author = {Yang, Zhiyong and Xu, Qianqian and Bao, Shilong and Wen, Peisong and He, Yuan and Cao, Xiaochun and Huang, Qingming},
     journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
     year = {2023},
     publisher = {IEEE},
     first_author = {Yang Zhiyong},
   }

2. TPAMI IF:23.6

   Revisiting AUC-oriented Adversarial Training with Loss-Agnostic Perturbations

   Zhiyong Yang , Qianqian Xu, Wenzheng Hou, and 4 more authors

   IEEE Transactions on Pattern Analysis and Machine Intelligence,  2023

   Bib PDF Code

   @article{yang2023revisiting,
     title = {Revisiting AUC-oriented Adversarial Training with Loss-Agnostic Perturbations},
     author = {Yang, Zhiyong and Xu, Qianqian and Hou, Wenzheng and Bao, Shilong and He, Yuan and Cao, Xiaochun and Huang, Qingming},
     journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
     year = {2023},
     publisher = {IEEE},
     first_author = {Yang Zhiyong},
   }

1. TPAMI IF:23.6

   Optimizing Two-way Partial AUC with an End-to-end Framework

   Zhiyong Yang , Qianqian Xu, Shilong Bao, and 3 more authors

   IEEE Transactions on Pattern Analysis and Machine Intelligence,  2022

   Bib PDF Code

   @article{yang2022optimizing,
     title = {Optimizing Two-way Partial AUC with an End-to-end Framework},
     author = {Yang, Zhiyong and Xu, Qianqian and Bao, Shilong and He, Yuan and Cao, Xiaochun and Huang, Qingming},
     journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
     year = {2022},
     publisher = {IEEE},
     first_author = {Yang Zhiyong}
   }

1. TPAMI IF:23.6

   Learning with Multiclass AUC: Theory and Algorithms

   Zhiyong Yang , Qianqian Xu, Shilong Bao, and 2 more authors

   IEEE Transactions on Pattern Analysis and Machine Intelligence,  2021

   Bib PDF Code

   @article{yang2021learning,
     title = {Learning with Multiclass AUC: Theory and Algorithms},
     author = {Yang, Zhiyong and Xu, Qianqian and Bao, Shilong and Cao, Xiaochun and Huang, Qingming},
     journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
     year = {2021},
     publisher = {IEEE},
     first_author = {Yang Zhiyong}
   }

1. TPAMI IF:23.6

   Task-Feature Collaborative Learning with Application to Personalized Attribute Prediction

   Zhiyong Yang , Qianqian Xu, Xiaochun Cao, and 1 more author

   IEEE Transactions on Pattern Analysis and Machine Intelligence,  2020

   Bib PDF

   @article{yang2020task,
     title = {Task-Feature Collaborative Learning with Application to Personalized Attribute Prediction},
     author = {Yang, Zhiyong and Xu, Qianqian and Cao, Xiaochun and Huang, Qingming},
     journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
     volume = {43},
     number = {11},
     pages = {4094--4110},
     year = {2020},
     publisher = {IEEE},
     first_author = {Yang Zhiyong}
   }

1. ICML CCF-ALong Talk3%

   When All We Need is a Piece of the Pie: A Generic Framework for Optimizing Two-way Partial AUC

   Zhiyong Yang , Qianqian Xu, Shilong Bao, and 3 more authors

   International Conference on Machine Learning,  2021

   Bib PDF Code

   @inproceedings{yang2021all,
     title = {When All We Need is a Piece of the Pie: A Generic Framework for Optimizing Two-way Partial AUC},
     author = {Yang, Zhiyong and Xu, Qianqian and Bao, Shilong and He, Yuan and Cao, Xiaochun and Huang, Qingming},
     booktitle = {International Conference on Machine Learning},
     pages = {11820--11829},
     year = {2021},
     organization = {PMLR},
     first_author = {Yang Zhiyong},
     awards = {Long Talk},
     rate = {3%}
   }

1. ICML CCF-ASpotlight3.5%

   Size-invariance Matters: Rethinking Metrics and Losses for Imbalanced Multi-object Salient Object Detection

   Feiran Li, Qianqian Xu, Shilong Bao, and 4 more authors

   International Conference on Machine Learning,  2024

   Bib PDF Code Project

   @inproceedings{li2024size,
     title = {Size-invariance Matters: Rethinking Metrics and Losses for Imbalanced Multi-object Salient Object Detection},
     author = {Li, Feiran and Xu, Qianqian and Bao, Shilong and Yang, Zhiyong and Cong, Runmin and Cao, Xiaochun and Huang, Qingming},
     booktitle = {International Conference on Machine Learning},
     year = {2024},
     organization = {PMLR},
     awards = {Spotlight},
     rate = {3.5%},
     first_author = {Li Feiran},
     project = {https://ferry-li.github.io/SI_SOD/},
   }

1. NeurIPS CCF-AOral1.7%

   The Minority Matters: A Diversity-Promoting Collaborative Metric Learning Algorithm

   Shilong Bao, Qianqian Xu, Zhiyong Yang , and 3 more authors

   Advances in Neural Information Processing Systems,  2022

   Bib PDF Code

   @article{bao2022minority,
     title = {The Minority Matters: A Diversity-Promoting Collaborative Metric Learning Algorithm},
     author = {Bao, Shilong and Xu, Qianqian and Yang, Zhiyong and He, Yuan and Cao, Xiaochun and Huang, Qingming},
     journal = {Advances in Neural Information Processing Systems},
     year = {2022},
     first_author = {Bao Shilong},
     awards = {Oral},
     rate = {1.7%},
   }

1. NeurIPS CCF-ASpotlight3.1%

   A Unified Generalization Analysis of Re-Weighting and Logit-Adjustment for Imbalanced Learning

   Zitai Wang, Qianqian Xu, Zhiyong Yang , and 3 more authors

   Advances in Neural Information Processing Systems,  2023

   Bib PDF Code

   @article{wang2023unified,
     title = {A Unified Generalization Analysis of Re-Weighting and Logit-Adjustment for Imbalanced Learning},
     author = {Wang, Zitai and Xu, Qianqian and Yang, Zhiyong and He, Yuan and Cao, Xiaochun and Huang, Qingming},
     journal = {Advances in Neural Information Processing Systems},
     year = {2023},
     first_author = {Wang Zitai},
     awards = {Spotlight},
     rate = {3.1%},
   }

1. NeurIPS CCF-ASpotlight5%

   OpenAUC: Towards AUC-Oriented Open-Set Recognition

   Zitai Wang, Qianqian Xu, Zhiyong Yang , and 3 more authors

   Advances in Neural Information Processing Systems,  2022

   Bib PDF Code

   @article{wang2022openauc,
     title = {OpenAUC: Towards AUC-Oriented Open-Set Recognition},
     author = {Wang, Zitai and Xu, Qianqian and Yang, Zhiyong and He, Yuan and Cao, Xiaochun and Huang, Qingming},
     journal = {Advances in Neural Information Processing Systems},
     year = {2022},
     first_author = {Wang Zitai},
     awards = {Spotlight},
     rate = {5%},
   }

1. NeurIPS CCF-ASpotlight2.4%

   DM2C: Deep Mixed-Modal Clustering

   Yangbangyan Jiang, Qianqian Xu, Zhiyong Yang , and 2 more authors

   Advances in Neural Information Processing Systems,  2019

   Bib PDF Code

   @article{jiang2019dm2c,
     title = {DM2C: Deep Mixed-Modal Clustering},
     author = {Jiang, Yangbangyan and Xu, Qianqian and Yang, Zhiyong and Cao, Xiaochun and Huang, Qingming},
     journal = {Advances in Neural Information Processing Systems},
     volume = {32},
     year = {2019},
     first_author = {Jiang Yangbangyan},
     awards = {Spotlight},
     rate = {2.4%},
   }