于雪卉 博士

研究方向：强化学习，因果强化学习，分布外泛化，医疗信息学

个人主页: https://yuxuehui.github.io/Homepage/

教育经历：

2015.09-2019.07哈尔滨工程大学计算机科学与技术学院 学士

2019.09-至今哈尔滨工业大学计算机科学与技术学院 博士

文献发表：

• Xuehui Yu, Yi Guan, Lian Yan, Shulang Li, Xuelian Fu, Jingchi Jiang*. ARLPE: A Meta Reinforcement Learning Framework for Glucose Regulation in Type 1 Diabetics. Expert Systems With Applications. (IF:8.665 / Q1)

• Xuehui Yu, Yi Guan, Xinmiao Yu, Xue Li, Jingchi Jiang*. Causal Coupled Mechanisms: A Control Method with Cooperation and Competition for Complex System. The 2022 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), Las Vegas, NV, USA, 2022 pp. 2556-2563.

• Jingchi Jiang, Xuehui Yu, Lin Y, Yi Guan*, et al. PercolationDF: A percolation-based medical diagnosis framework[J]. Mathematical Biosciences and Engineering, 2022, 19(6): 5832-5849.

• Jingchi Jiang, Xuehui Yu, Boran Wang, Linjiang Ma, Yi Guan*, et al. DECAF: An Interpretable Deep Cascading Framework for ICU Mortality Prediction, Artificial Intelligence in Medicine (2022): 102437. (IF:7.011 / Q1)

• Jingchi Jiang, Lian Yan, Xuehui Yu and Yi Guan*, Contextual Policy Transfer in Meta-Reinforcement Learning via Active Learning, 19th International Conference on Web Information Systems and Applications, vol 13579.

• Xue Li, Yang Yang, Mingchen Ye, Yi Guan, Xuehui Yu, and Jingchi Jiang*, Unified Fine-Grained Biomedical Entity Recognition as a Combination of Boundary Detection and Sequence Generation. The (BIBM) 2022 IEEE International Conference on Bioinformatics and Biomedicine, Las Vegas, NV, USA, 2022, pp. 483-490.

项目经历：

1.基于医学知识图谱与药物动力学的II型糖尿病给药方法研究,2020-2023

2.基于中文电子病历文本挖掘的心血管疾病个性化预测模型研究,2019-2021

专业技能：

1、掌握强化学习及元强化学习算法；

2、掌握级联失效算法等社交网络分析模型。

获奖经历：