一、基本情况
何文颖,博士研究生,准聘副教授,元光学者,硕士生导师。于2021年在天津大学获得博士学位。研究方向为机器学习、数据挖掘、生物信息学,研究工作集中在AI for Science相关研究,主持国家级项目1项,主持省部级项目2项,以第一作者和通讯作者发表SCI论文10余篇,其中单篇最高引用160余次,2篇入选ESI高被引论文。
二、硕导所属(含跨转)学科、专业学位类别
1、081200 计算机科学与技术
2、085410 人工智能
3、085404 计算机技术
三、主持、参与的科研及教研项目情况(含获奖情况)
(1)国家自然科学基金青年项目,2024.01-2026.12,主持
(2)河北省自然科学基金青年项目,2024.01-2026.12,主持
(3)河北省高层次人才创新创业资助项目,2024.10-2026.10,主持
(4)国家自然科学基金面上项目,2024.01-2027.12,参与
(5)河北省自然科学基金重点项目,2024.01-2026.12,参与
四、近年来发表代表性论文情况(仅限第一作者或通讯作者),主编或参编的教材、专著情况,获得专利情况等
1. Wenying He, Cangzhi Jia, and Quan Zou. "4mCPred: machine learning methods for DNA N4-methylcytosine sites prediction." Bioinformatics 35.4 (2019): 593-601.
2. Wenying He, Jijun Tang, Quan Zou, Fei Guo. MMFGRN: a multi-source multi-model fusion method for gene regulatory network reconstruction[J]. Briefings in Bioinformatics, 2021, 22(6): bbab166.
3. Wenying He, Han Y, Zuo Y, et al. NBCR-ac4C: A Deep Learning Framework Based on Multivariate BERT for Human mRNA N4-Acetylcytidine Sites Prediction[J]. Journal of Chemical Information and Modeling, 2024, 64(20):8074–8081
4. Wenying He Zhou H, Zuo Y, et al. MuSE: A Deep Learning Model based on Multi-Feature Fusion for Super-Enhancer Prediction[J]. Computational Biology and Chemistry, 2024, 113: 108282.
5. Wenying He, Cangzhi Jia, Yucong Duan and Quan Zou. 70ProPred: a predictor for discovering sigma70 promoters based on combining multiple features [J]. BMC systems biology, 2018, 12(4): 99-107.
6. Wenying He, Leyi Wei, Quan Zou*. Research progress in protein posttranslational modification site prediction [J]. Briefings in functional genomics, 2019, 18(4): 220-229.
7. Mengyuan Zhao1,§, Wenying He1,§, Jijun Tang, Quan Zou* and Fei Guo,* A comprehensive overview and critical evaluation of gene regulatory network inference technologies[J]. Briefings in Bioinformatics, 2021.
8. Wang Z1,§, Wenying He1,§, Tang J, et al. Identification of highest-affinity binding sites of yeast transcription factor families[J]. Journal of chemical information and modeling, 2020, 60(3): 1876-1883.
五、联系人:何文颖, 联系方式:hwying1234@hebut.edu.cn