丁科炎 科创青年人才
博士,科创青年人才
职务:AI交叉中心 PI
研究方向:机器学习,计算机视觉,面向生物分子领域的AI算法
邮箱:dingkeyan@zju.edu.cn
地址:杭州市萧山区建设三路733号浙江大学杭州国际科创中心
个人简介:
丁科炎博士,2021年在香港城市大学获得计算机博士学位,2021-2022年继续在此从事博士后研究工作,其研究内容主要是计算机视觉和深度学习,研究成果以第一作者发表在TPAMI, IJCV, ACM MM等计算机领域顶刊和顶会,目前的研究主要面向生物分子领域的AI算法。
代表性论文:
1. KeyanDing,KedeMa,ShiqiWang,andEeroP.Simoncelli,“Image Quality Assessment: Unifying Structure and Texture Similarity”, IEEE Transactions on Pattern Analysis and Machine Intelligence(TPAMI), 2022, vol. 44(5), pp. 2567–2581.
2. Keyan Ding, Kede Ma, Shiqi Wang, and Eero P. Simoncelli, “Comparison of Full-Reference Image Quality Models for Optimization of Image Processing Systems”, InternationalJournal of Computer Vision (IJCV), 2021, vol. 129, pp.1258–1281.
3. Keyan Ding, YiLiu,XueyiZhou,ShiqiWang,andKedeMa,“LocallyAdaptiveStructure and Texture Similarity for Image Quality Assessment”, ACM International Conference on Multimedia(ACM MM), 2021, pp. 2483–2491.
4. Keyan Ding, KedeMa,and Shiqi Wang,“ IntrinsicImage Popularity Assessment ”,ACM International Conference on Multimedia (ACM MM), 2019, pp.1979–1987.
5. Keyan Ding, Ronggang Wang,and Shiqi Wang, “SocialMediaPopularityPrediction:A Multiple Feature Fusion Approach with Deep Neural Networks”, ACM International Conference on Multimedia(ACM MM), 2019, pp.2682–2686.
谷歌学术主页:
https://scholar.google.com/citations?user=A7u-ZowAAAAJ&hl=zh-CN