袁俐新博士
联系电话:****
  • 所在单位:河海大学
  • 所在城市:南京
  • 邮箱:yua****@hhu.edu.cn
  • 通讯地址:南京市江宁区秣陵街道佛城西路8号
详细 · 介绍
Expert introduction
教育背景

2010.08-2014.08 西安电子科技大学遥感科学与技术专业工学学士

2015.09-2018.08 河海大学模式识别与智能系统专业工学硕士

2018.09-2024.08 南京大学计算机科学与技术专业工学博士
研究领域

机器学习:特征选择,特征增强

人工智能可解释性人工智能,因果分析。
获奖情况

优秀研究生(2017年)

优秀毕业研究生(2018年)

学术成果

1.    Lixin Yuan, Cheng Mei, Wenhai Wang, Tong Lu. Feature Selection Based on Intrusive Outliers Rather Than All Instances. IEEE Transactions on Image Processing. 33: 809-824, 2024. (CCF-A)

2.    Lixin Yuan, Guoqiang Yang, Qian Xu, Tong Lu. Discriminative feature selection with directional outliers correcting for data classification. Pattern Recognition. 126: 1-10, 2022. (CCF-B)

3.    Lixin Yuan, Shijin Li, Yaping Jiang. Remote Sensing Scene Classification Using a Preclassification Strategy and an Improved Structural Feature. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 10(9): 4094—4103, 2017. (SCI JCR Q2)

4.    Yi Rong, Haoran Zhou, Lixin Yuan, Cheng Mei, Jiahao Wang, Tong Lu. CRA-PCN: Point Cloud Completion with Intra- and Inter-level Cross-resolution Transformers. AAAI, 2024. (CCF-A)

5.    Shijin Li, Hui Yu, Lixin Yuan. A Novel Approach to Remote Sensing Image Retrieval with Multi-feature VP-Tree Indexing and Online Feature Selection. BigMM, 2016. (EI)