Publications

2024

1. IJCNN

   Fair Weak-Supervised Learning: A Multiple-Instance Learning Approach

   Yucong Dai, Xiangyu Jiang, Yaowei Hu, and 2 more authors

   In IEEE International Joint Conference on Neural Networks, 2024

   Bib PDF

   @inproceedings{dai2024fair,
     title = {Fair Weak-Supervised Learning: A Multiple-Instance Learning Approach},
     author = {Dai, Yucong and Jiang, Xiangyu and Hu, Yaowei and Zhang, Lu and Wu, Yongkai},
     booktitle = {IEEE International Joint Conference on Neural Networks},
     volume = {},
     number = {},
     pages = {},
     year = {2024},
   }

2. AAAI

   Long-term Fair Decision Making Through Deep Generative Models

   Yaowei Hu, Yongkai Wu, and Lu Zhang

   In Proceedings of the AAAI Conference on Artificial Intelligence, 2024

   Bib PDF Supp Code Poster

   @inproceedings{hu2024long,
     title = {Long-term Fair Decision Making Through Deep Generative Models},
     author = {Hu, Yaowei and Wu, Yongkai and Zhang, Lu},
     booktitle = {Proceedings of the AAAI Conference on Artificial Intelligence},
     volume = {38},
     number = {20},
     pages = {22114-22122},
     year = {2024},
   }

2023

1. Dissertation

   Towards Long-term Fairness in Sequential Decision Making

   Yaowei Hu

   In University of Arkansas, 2023

   Bib PDF

   @inproceedings{hu2023towards,
     title = {Towards Long-term Fairness in Sequential Decision Making},
     author = {Hu, Yaowei},
     booktitle = {University of Arkansas},
     year = {2023},
   }

2. Big Data

   Striking a Balance in Fairness for Dynamic Systems Through Reinforcement Learning

   Yaowei Hu, Jacob Lear, and Lu Zhang

   In IEEE International Conference on Big Data (BigData), 2023

   Bib PDF Code

   @inproceedings{hu2023striking,
     title = {Striking a Balance in Fairness for Dynamic Systems Through Reinforcement Learning},
     author = {Hu, Yaowei and Lear, Jacob and Zhang, Lu},
     booktitle = {IEEE International Conference on Big Data (BigData)},
     year = {2023},
     pages = {662--671},
   }

2022

1. AAAIOral

   Achieving Long-term Fairness in Sequential Decision Making

   Yaowei Hu, and Lu Zhang

   In Proceedings of the AAAI Conference on Artificial Intelligence, 2022

   Bib PDF Supp Code Poster Slides

   @inproceedings{hu2022achieving,
     title = {Achieving Long-term Fairness in Sequential Decision Making},
     author = {Hu, Yaowei and Zhang, Lu},
     booktitle = {Proceedings of the AAAI Conference on Artificial Intelligence},
     volume = {36},
     number = {9},
     pages = {9549--9557},
     year = {2022},
   }

2021

1. AAAI

   A Generative Adversarial Framework for Bounding Confounded Causal Effects

   Yaowei Hu, Yongkai Wu, Lu Zhang, and 1 more author

   In Proceedings of the AAAI Conference on Artificial Intelligence, 2021

   Bib PDF Supp Code Poster Slides

   @inproceedings{hu2021generative,
     title = {A Generative Adversarial Framework for Bounding Confounded Causal Effects},
     author = {Hu, Yaowei and Wu, Yongkai and Zhang, Lu and Wu, Xintao},
     booktitle = {Proceedings of the AAAI Conference on Artificial Intelligence},
     volume = {35},
     number = {13},
     pages = {12104--12112},
     year = {2021},
   }

2020

1. NeurIPS

   Fair Multiple Decision Making Through Soft Interventions

   Yaowei Hu, Yongkai Wu, Lu Zhang, and 1 more author

   Advances in Neural Information Processing Systems, 2020

   Bib PDF Supp Code Poster Slides

   @article{hu2020fair,
     title = {Fair Multiple Decision Making Through Soft Interventions},
     author = {Hu, Yaowei and Wu, Yongkai and Zhang, Lu and Wu, Xintao},
     journal = {Advances in Neural Information Processing Systems},
     volume = {33},
     pages = {17965--17975},
     year = {2020},
   }

2018

1. Journal

   Biological sequence classification algorithm based on density-aware patterns

   Yaowei Hu, Lei Duan, Ling Li, and 1 more author

   Journal of Computer Applications, 2018

   Bib

   @article{hu2018biological,
     title = {Biological sequence classification algorithm based on density-aware patterns},
     author = {Hu, Yaowei and Duan, Lei and Li, Ling and Han, Chao},
     journal = {Journal of Computer Applications},
     year = {2018},
     volume = {38},
     number = {2},
     eid = {427},
     pages = {427-432}
   }