n 基本情况：
袁晓涵，1996年8月，女，中共党员，博士，讲师。
n 教育与工作经历：
2013年09月—2017年06月 西华师范大学 本科
2017年09月—2023年06月 重庆大学 博士（硕博连读）
n 研究方向：
健康医疗大数据；机器学习；联邦学习；不平衡数据分类。
n 科研论文情况：
[1] Xiaohan Yuan, Shuyu Chen*, Han Zhou, Chuan Sun, Lu Yuwen. CHSMOTE: Convex hull-based synthetic minority oversampling technique for alleviating the class imbalance problem[J]. Information Sciences, 2023, 623: 324-341. (中科院大类1区, Top期刊, JCR-Q1, IF= 8.2326) |
[2] Xiaohan Yuan, Chuan Sun, Shuyu Chen. Cooperative DNN partitioning for accelerating DNN-empowered disease diagnosis via swarm reinforcement learning[J]. Applied Soft Computing, 2023, 148: 110844. (中科院大类1区, Top期刊, JCR-Q1, IF= 8.6999) |
[3] Xiaohan Yuan, Shuyu Chen*, Chuan Sun, Lu Yuwen. A novel early diagnostic framework for chronic diseases with class imbalance[J]. Scientific Reports, 2022, 12(1): 1-16. (中科院大类2区, JCR-Q1, IF= 4.9967) |
[4] Xiaohan Yuan, Shuyu Chen, Chuan Sun, Lu Yuwen. A Novel Class Imbalance-oriented Polynomial Neural Network Algorithm for Disease Diagnosis[C]//2021 IEEE International Conference on Bioinformatics and Biomedicine (BIBM). IEEE, 2021: 2360-2367. (EI检索, CCF-B推荐) |
[5] Xiaohan Yuan, Shuyu Chen, Lu Yuwen. An Improved SEIR Model for Reconstructing the Dynamic Transmission of COVID-19[C]//2020 IEEE International Conference on Bioinformatics and Biomedicine. IEEE, 2020: 2320-2327. (EI检索, CCF-B推荐) [6] Shuqi An, Shuyu Chen, Xiaohan Yuan, et al. A SSA-Based Attention-BiLSTM Model for COVID-19 Prediction[C]//International Conference on Neural Information Processing. Springer, Cham, 2021: 119-126. (EI检索, CCF-C推荐) [7] Tianqiang Chen, Shuyu Chen, Sha Mei, Shuqi An, Xiaohan Yuan, et al. Multistep Forecasting of New COVID-19 Cases Based on LSTMs Using Bayesian Optimization[C]//2021 International Symposium on Electrical, Electronics and Information Engineering. 2021: 55-61. (EI检索) |
n 联系方式
邮箱：xhyuan@cqnu.edu.cn
