崔文娟
崔文娟
硕士生导师
岗位:副研究员
职务:知识图谱技术与应用实验室主任
所属部门:大数据技术与应用发展部
学历:博士研究生
邮箱:wenjuancui@cnic.cn
通讯地址:

学科专业(专业型):计算机技术

招生方向:

大数据挖掘与分析、大模型技术与应用、AI for Science

承担科研项目等情况

先后承担了国家重点研发计划子课题“食源性疾病归因模型及预警模型”、中国科学院信息化专项子课题“知识图谱与立体精准专家画像”、sts课题“眼健康知识图谱构建与智能应用”、国家重点研发计划国际合作任务“基于大数据原位可视化的高精度大气污染仿真”、中国烟草总公司重大科技项目“烟草行业质量监控大数据构建及应用研究”等项目,发表论文三十余篇,相关成果发表在ICDM、SDM、Neurocomputing、Dasfaa、Scientific Data、BMC Bioinfmromatics等国际学术会议与期刊。

代表论著

1. Yihao Ai, Zhiyuan Ning, Weiwei Dai, Pengfei Wang, Yi Du, Wenjuan Cui, Kunpeng Liu and Yuanchun Zhou.Distilling Closed-Source LLM’s Knowledge for Locally Stable and Economic Biomedical Entity Linking.ICIC 2025.

2.Xueqing Chen, Yang Gao, Ludi Wang, Wenjuan Cui, Jiamin Huang, Yi Du, Bin Wang. Large language model enhanced corpus of CO2 reduction electrocatalysts and synthesis procedures. Scientific Data, 2024.

3.Shipeng Guo, Kunpeng Liu, Pengfei Wang, Weiwei Dai, Yi Du, Yuanchun Zhou, Wenjuan Cui:

RDKG: A Reinforcement Learning Framework for Disease Diagnosis on Knowledge Graph. ICDM 2023 

4.Xu Ye, Meng Xiao, Zhiyuan Ning, Weiwei Dai, Wenjuan Cui,et al. NEEDED: Introducing Hierarchical Transformer to Eye Diseases Diagnosis, SIAM International Conference on Data Mining(SDM23). 

5.Ludi Wang, Yang Gao, Xueqing Chen, Wenjuan Cui, et al. A corpus of CO2 electrocatalytic reduction process extracted from the scientific literature ,Scientific Data, 2023. 

6.Peng Zhang, Wenjuan Cui, et al. High-efficiency Machine Learning Method for Identifying Foodborne Disease Outbreaks and Confounding Factors, Foodborne Pathogens and Disease, 18(8):590-598, 2021. 

7.Hanxue Wang, Wenjuan Cui, et al.Prediction of Foodborne Diseases Pathogens: A Machine Learning Approach, JMIR Medical Informatics,9(1):e24924, 2020. 

8.Wenjuan Cui, et al.,An algorithm for Event Detection Based on Social Media Data. Neurocomputing, 2017,254:53-58.