王翔宇


E-Mail:sa312@ustc.edu.cn


主要研究方向知識工程、因果學習、數據挖掘



王翔宇,博士,現為計算機學院特任副研究員2023年於中國科學技術大學獲得數據科學專業博士學位。主要從事因果學習、知識工程、機器學習相關領域研究,近年來在機器學習、人工智能等領域的重要國際學術期刊及會議,IEEE TNNLSTSMCJBHI等發表論文25餘篇,申請/授權國家發明專利多項,參加多項國家重點科研項目。擔任IEEE TNNLSTETCITKDD等多個學術期刊審稿人。


主要參與科研項目

1.    國家重點研發計劃課題:知識導航中的交互機理(2016YFB1000905);

2.    科技創新 2030“新一代人工智能”重大項目:跨媒體因果推理與決策關鍵技術研究(2021ZD0111700);

3.    安徽省重點研發計劃:多標簽因果學習基礎理論及其在智慧醫療中的應用,202104a05020011);

4.    安徽省科技重大專項:基於人工智能的鼻咽癌放射治療個性化靶區自動勾畫,(202103a07020002)等;


代表性論著

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.


(更新於2023年10月)


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