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。优秀研究生（2017年）
优秀毕业研究生（2018年）
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)