Liyan Song (宋丽妍）

Projects

4. 面向脑机接口系统内中间延迟问题的被动分类方法研究

• Funding: 机器人学xxxx实验室, No.2023-O11
• Duration: 2023.12-2024.12 (5w)
• Role: Principal Investigator

4. 面向软件成本估算小数据问题的估算模型研究 (Investigation on the Small Data Problem of Software Effort Estimation)

• Funding: 国家自然科学基金-青年科学基金 (National Natural Science Foundation of China-Young Scientist Fund), No.62002148
• Duration: 2021.1-2023.12 (24w)
• Role: Principal Investigator

3. 多分类问题中的重现概念漂移在线检测 (Recurrent Concept Drift Detection on Multi-class Classification)

• Funding: 南方科技大学-华为技术有限公司可信智能系统创新实验室 (SUSTech-Huawei Trustworthy Intelligent Systems Laboratory)
• Duration: 2021.8-2022.8 (70w)
• Role: I was the core and leading member of the research team, led by Prof. Xin Yao as Principal Investigator.
• 获奖："2023华为公司级优秀技术合作项目"

2. 概念漂移在线检测与模型自适应 (Concept Drift Detection and Model Adaptation)

• Funding: 南方科技大学-华为技术有限公司可信智能系统创新实验室 (SUSTech-Huawei Trustworthy Intelligent Systems Laboratory)
• Duration: 2020.4-2021.4 (76.8w)
• Role: I was the core and leading member of the research team, led by Prof. Xin Yao as Principal Investigator.

1. Dynamic Adaptive Automated Software Engineering (DAASE)

• Funding: Engineering and Physical Sciences Research Council (EPSRC), EP/J017515/1
• Duration: 2012.6-2018.5
• Role: I pursued my doctorate within the framework of this project under the supervision of Prof. Xin Yao, who served as the Co-Principal Investigator, and with the co-supervision of Dr. Leandro L. Minku.