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科创人才

丁科炎博士

研究员
单位:生物与分子智造研究院
电话:
职务:PI
地址:科创中心水博园区A09-622
邮箱:dingkeyan@zju.edu.cn
研究方向:视觉和语言大模型;AI智能体;知识图谱;AI for Science

个人简介 科研成果 专利成果


主要研究兴趣:



荣誉及奖励:


代表性论文:

1. Keyan Ding, Jing Yu, Junjie Huang, Yuchen Yang, Qiang Zhang*, Huajun Chen*, SciToolAgent: A Knowledge Graph-Driven Scientific Agent for Multitool Integration. Nature Computational Science 5, 962–972, 2025.


2. Xiang Zhuang, Keyan Ding*, Tianwen Lyu, Yinuo Jiang, Xiaotong Li, Zhuoyi Xiang, Zeyuan Wang, Ming Qin, Kehua Feng, Jike Wang, Qiang Zhang*, Huajun Chen*, Advancing Biomolecular Understanding and Design Following Human Instructions, Nature Machine Intelligence, 7, 11541167, 2025.

3. Qiang Zhang+Keyan Ding+, Tianwen Lv, Xinda Wang, Qingyu Yin, Yiwen Zhang, Jing Yu, Yuhao Wang, Xiaotong Li, Zhuoyi Xiang, Xiang Zhuang, Zeyuan Wang, Ming Qin, Mengyao Zhang, Jinlu Zhang, Jiyu Cui, Renjun Xu, Hongyang Chen, Xiaohui Fan, Huabin Xing, Huajun Chen*, Scientific Large Language Models: A Survey on Biological & Chemical DomainsACM Computing Surveys, 57, 6:161, 2025.


4. Keyan Ding, Kede Ma, Shiqi Wang*, and Eero P. Simoncelli, “Image Quality Assessment : Unifying Structure and Texture Similarity”, IEEE Transactions on Pattern Analysis and Machine Intelligence, 44(5)2567–25812022.


5. Keyan Ding, Kede Ma*, Shiqi Wang, and Eero P. Simoncelli, “Comparison of Full-Reference Image Quality Models for Optimization of Image Processing Systems”, International Journal of Computer Vision, 1291258–12812021.


更多论文请见:Google Scholar (https://scholar.google.com/citations?user=A7u-ZowAAAAJ)