Yingwei Zhang

张迎伟, Associate Researcher(副研究员), Master’s Supervisor(硕导), Institute of Computing Technology (中国科学院计算技术研究所)
Kexueyuan South Road No.6, Haidian District, Beijing, China(北京市海淀区科学院南路6号)
e-mail: zhangyingwei@ict.ac.cn || Google scholar

I am an Associate Researcher and Master’s Supervisor at IResearch Center for Ubiquitous Computing Systems (CUbiCS), Institute of Computing Technology (ICT), Chinese Academy of Sciences, Beijing, China. My interest areas include Brain-Computer Interface, Multi-Modality Signal Analysis, and Computing Medicine. I also got my Ph.D degree in ICT, under the guidance of Professor Yiqiang Chen.

Research interest: (See this page for more details)

  • Brain-Computer Interface (脑机接口): 关注基于EEG、fNIRS数据实现睡眠分期、认知评估过程中的交互范式构建、数据分析问题。
  • Multi-Modality Data Analysis (多模态时序数据分析): 关注多模态数据协同、大小模型协同和多模态因果关联。
  • Computing Medicine (计算医学): 主要关注医疗场景下智能模型构建面临的数据分布漂移问题。

News

Jul 16, 2024 Our paper "SleepMG: Multimodal Generalizable Sleep Staging with Inter-modal Balance of Classification and Domain Discrimination" is accepted by ACM Multimedia 2024!
Jul 16, 2024 Our paper "Scalable Multi-view Unsupervised Feature Selection with Structure Learning and Fusion" is accepted by ACM Multimedia 2024!
Jul 16, 2024 Our paper "Information Retrieval Optimization for Non-Exemplar Class Incremental Learning" is accepted by ACM International Conference on Information and Knowledge Management (CIKM 2024)!
Jul 3, 2024 Our paper "An fNIRS Representation and fNIRS-scales Multimodal Fusion Method for Auxiliary Diagnosis of Amnestic Mild Cognitive Impairment" is accepted by Biomedical Signal Processing and Control 2024!
Hit Counter