崔文娟 女 硕导 中国科学院计算机网络信息中心
电子邮件： wenjuancui@cnic.cn
通信地址： 北京市海淀区东升南路2号院
邮政编码：100083
研究领域
大数据挖掘与分析，领域大数据知识图谱，AI for Science
教育背景
工作经历
工作简历
出版信息
发表论文
(1) Jingmin An, Wenjuan Cui, Haolin Chen, Juan Wu, Yishuang Liang, Na Li, Yi Du, Shuyu Zhang, Qi Gu. Manufacturing multi-organs database: A comprehensive, predictive, and analytical biofabrication database, International Journal of AI for Materials and Design, 2024, 1(1).
(2) Jingmin An, Shuyu Zhang, Juan Wu, Haolin Chen, Guoshi Xu, Yifan Hou, Ruoyu Liu, Na Li, Wenjuan Cui, Xin Li, Yi Du, Qi Gu. Assessing bioartificial organ function: the 3P model framework and its validation, Lab on a Chip, 2024, 24(6):1586-1601.
(3) 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.
(4) 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, 2023 IEEEInternational Conference on Data Mining (ICDM), 2023:1049-1054.
(5) 叶旭, 杜一, 崔文娟, 沈俊杰, 谢靖, 王露笛, 机器学习技术在眼健康领域的应用,数据与计算发展前沿, 2023.
(6) Yi Du, Ludi Wang, Mengyi Huang, Dongze Song, Wenjuan Cui, Yuanchun Zhou.(2023) Autodive: An Integrated Onsite Scientific Literature Annotation Tool,The 61st Annual Meeting of the Association for Computational Linguistics(ACL 2023 demo track). (CCF Rank A)
(7) Xu Ye, Meng Xiao, Zhiyuan Ning, Weiwei Dai, Wenjuan Cui, Yi Du, Yuanchun Zhou.(2023) NEEDED: Introducing Hierarchical Transformer to Eye Diseases Diagnosis, SIAM International Conference on Data Mining（SDM23）. (CCF Rank B)
(8) Ran Zhang, Zhanjie Wang, Xuezhi Wang, Zhen Meng, Wenjuan Cui: MHTAN-DTI: Metapath-based hierarchical transformer and attention network for drug-target interaction prediction. Briefings Bioinform. 24(2) (2023)
(9) Ludi Wang, Yang Gao, Xueqing Chen, Wenjuan Cui, Yuanchun Zhou,Xinying Luo, Shuaishuai Xu,Yi Du*, Bin Wang*, A corpus of CO2 electrocatalytic reduction process extracted from the scientific literature ,Scientific Data, 2023. (SCI IF:8.5,JCR Q1)
(10) Yi Du*, Hanxue Wang, Wenjuan Cui, Hengshu Zhu, Yunchang Guo, Fayaz Ali Dharejo, Yuanchun Zhou, Foodborne Disease Risk Prediction using Multi-Graph Structural LSTM: Algorithm Design and Validation Study, JMIR Medical Informatics, 9(8):e29433, 2021. (SCI IF:2.58)
(11) Peng Zhang, Wenjuan Cui, Hanxue Wang, Yuanchun Zhou, Yi Du*, High-efficiency Machine Learning Method for Identifying Foodborne Disease Outbreaks and Confounding Factors, Foodborne Pathogens and Disease, 18(8):590-598, 2021. (SCI IF:2.6)
(12) Hanxue Wang, Wenjuan Cui, Yunchang Guo, Yi Du*, Yuanchun Zhou,Prediction of Foodborne Diseases Pathogens: A Machine Learning Approach, JMIR Medical Informatics,9(1):e24924, 2020. (SCI IF:2.58)
(13) 王卫军, 姚畅, 乔子越, 崔文娟, 杜一, 周园春,基于词嵌入的国家自然科学基金学科交叉知识发现方法——以“人工智能”与“信息管理”为例, 情报学报, 40(8):831-845, 2021.（FMS T1)
(14) 王寒雪,崔文娟,周园春,杜一, 一种基于机器学习的食源性疾病致病菌识别方法, 数据分析与知识发现,2020. (CCF中文C类,FMS T2)
(15) Jianghua Zhao , Xuezhi Wang, Hongqing Song, Yi Du, Wenjuan Cui and Yuanchun Zhou. Crossbar-based CNN Spatiotemporal Trend Analysis of PM2.5 Concentration in China, 1999–2016. Atmosphere 2019, 10(8),461. (SCI, IF:2.046)
(16) 陈天乐, 蒲军, 朱小杰, 崔文娟, 冯伟华, 王锐, 杜一, 周园春. 一种基于层次分割和聚合的大数据流水线任务处理方法[J]. 科研信息化技术与应用, 2019, 10(1): 3-11.
(17) Wen-Jun Shen , Xun Zhang, Shaohong Zhang, Cheng Liu and Wenjuan Cui, The Utility of Supertype Clustering in Prediction for Class II MHC-Peptide Binding, Molecules 2018, 23(11).（ SCI, IF:3.098 ）
(18) Pengfei Wang, Wenjuan Cui, Jianhui Li. A Framework of Data Sharing System with Decentralized Network. BigSDM 2018: 255-262
(19) Yuanhui Ni*, Weiwen Chen*, Wenjuan Cui, Yuanchun Zhou, Keni Qiu, “Power Optimization Through Peripheral Circuit Reusing Integrated with Loop Tiling for RRAM Crossbar-based CNN”, International Conference on Design, Automation and Test in Europe (DATE’18), Dresden, Germany, pp. 1183-1186. (CCF-B)
(20) Wen-Jun Shen, Wenjuan Cui, Danze Chen, Jieming Zhang, Jianzhen Xu, RPiRLS: Quantitative Predictions of RNA Interacting with Any Protein of Known Sequence. Molecules 2018, 23(3), 540.
(21) Wenjuan Cui #, Pengfei Wang, Xin Chen, Yi Du, Danhuai Guo, Yuanchun Zhou*, Jianhui Li, An algorithm for Event Detection Based on Social Media Data. Neurocomputing, 2017,254:53-58. . (CCF-C, IF: 3.241)
(22) Wenjuan Cui#, Yi Du, Zhihong Shen, Yuanchun Zhou, and Jianhui Li, Personalized Microblog Recommendation Using Sentimental Features. IEEE BigComp, 2017. 2.13-2.16.
(23) Weidong Li, Lusheng Wang, Wenjuan Cui, A Polynomial Time Approximation Scheme for the Closest Shared Center Problem. Algorithmica, 2017, 77(1): 65-83. （CCF B, IF:0.667）
(24) 16.Fengyang Wang, Xuezhi Wang, Wenjuan Cui, Xiao Xiao, Yuanchun Zhou, Jianhui Li, Distributed retrieval for massive remote sensing image metadata on spark. Geoscience and Remote Sensing Symposium (IGARSS), 2016 IEEE International. IEEE, 2016: 5909-5912.
(25) Cuili Yao, Yue Qu, Bo Jin, Li Guo, Chao Li, Wenjuan Cui, Lin Feng. A Convolutional Neural Network Model for Online Medical Guidance, 2016, IEEE Access 4: 4094-4103.
(26) 郭旦怀, 崔文娟, 郭云昌, 黎建辉. 基于大数据的食源性疾病事件探测与风险评估. 系统工程理论与实践，2015.
(27) Wenjuan Cui#, Danhuai Guo. Vehicle Delay Series Forecast Based on Trajectories of GPS Tracked Cabs. Geoinformatics 2015:1-7.
(28) Yinghu Chen, Danhuai Guo, Wenjuan Cui, Jianhui Li. Self-adaptive Wi-Fi indoor positioning model. Geoinformatics 2015: 1-6.
(29) Qingchun Yan, Danhuai Guo, Wenjuan Cui, Jianhui Li, Yuanchun Zhou. How to use open source data to assess infection disease risk: A framework and applications. Geoinformatics 2015: 1-5.
(30) Danhuai Guo, Wenjuan Cui, Qingchun Yan, Jianhui Li. How to integrate open source resource to assess risk in emergency management: a framework and applications. EM-GIS 2015: 16:1-16:6.
(31) Fei Deng, Wenjuan Cui , Lusheng Wang. A highly accurate heuristic algorithm for the haplotype assembly problem. BMC Genomics, 14:S2, 2013.
(32) Weidong Li, Lusheng Wang, Wenjuan Cui. A polynomial time approximation scheme for the closest shared center problem. COCOON 2013:385-396.
(33) Wenjuan Cui #, LushengWang. Identifying mutation regions for closely related individuals without a known pedigree. BMC Bioinformatics, 2012,13:146.