E-Mail:sa312@ustc.edu.cn
主要研究方向:知识工程、因果学习、数据挖掘
王翔宇,博士,现为计算机学院特任副研究员。2023年于欧亿6蓝狮在线获得数据科学专业博士学位。主要从事因果学习、知识工程、机器学习相关领域研究,近年来在机器学习、人工智能等领域的重要国际学术期刊及会议,如IEEE TNNLS、TSMC、JBHI等发表论文25余篇,申请/授权国家发明专利多项,参加多项国家重点科研项目。担任IEEE TNNLS、TETCI、TKDD等多个学术期刊审稿人。
主要参与科研项目:
1. 国家重点研发计划课题:知识导航中的交互机理(2016YFB1000905);
2. 科技创新 2030“新一代人工智能”重大项目:跨媒体因果推理与决策关键技术研究(2021ZD0111700);
3. 安徽省重点研发计划:多标签因果学习基础理论及其在智慧医疗中的应用,(202104a05020011);
4. 安徽省科技重大专项:基于人工智能的鼻咽癌放射治疗个性化靶区自动勾画,(202103a07020002)等;
代表性论著:
1. Xiangyu Wang, Taiyu Ban, Lyuzhou Chen, et al. A distribution-based representation of Knowledge Quality, Knowledge-Based Systems, 2023,vol. 281.
2. Xiangyu Wang, Taiyu Ban, Lyuzhou Chen, et al. Knowledge Verification from Data, IEEE Transactions on Neural Networks and Learning Systems, 2022, early access, doi:10.1109/TNNLS.2022.3202244.
3. Xiangyu Wang, Lyuzhou Chen, Taiyu Ban, et al. Accurate Label Refinement from Multi-Annotator of Remote Sensing Data, IEEE Transactions on Geoscience and Remote Sensing, vol. 61, pp. 1-13, 2023.
4. Xiangyu Wang, Yuan Li, Taiyu Ban, et al. Dynamic Link Prediction for Discovery of New Impactful COVID-19 Research Approaches, IEEE Journal of Biomedical and Health Informatics, vol. 26, no. 12, pp. 5883-5894, 2022.
5. Xiangyu Wang, Lyuzhou Chen, Taiyu Ban, et al. Knowledge graph quality control: A survey, Fundamental Research, vol.1, no. 5, pp. 607-626, 2021.
6. Taiyu Ban, Xiangyu Wang, Lyuzhou Chen, et al. Quality Evaluation of Triples in Knowledge Graph by Incorporating Internal With External Consistency, IEEE Transactions on Neural Networks and Learning Systems, 2022, early access, doi: 10.1109/TNNLS.2022.3186033.
7. Lyuzhou Chen, Xiangyu Wang, Taiyu Ban, et al. Research Ideas Discovery via Hierarchical Negative Correlation, IEEE Transactions on Neural Networks and Learning Systems, 2022, early access, doi: 10.1109/TNNLS.2022.3184498.
(更新于2023年10月)