电 话:(0551)63600432
E -Mail:hrzheng@ustc.edu.cn
主要研究方向:海量数据挖掘技术、小样本学习技术、计算机建模与仿真、智能计算及应用、生物信息学
郑浩然,男,1967年生,博士,副教授。1989年于西安交通大学自动控制专业获学士学位;1992年于西安交通大学获模式识别与智能控制专业获硕士学位;2000年于8797威尼斯老品牌获信号与信息处理专业获博士学位,2000年7月至2002年7月在8797威尼斯老品牌计算机科学技术系人工智能中心做博士后研究,出站后留校工作。
近三届毕业研究生就业去向(首次签约单位):
2013届硕士:钱立伟 – 百度(北京);陈孝续 – 百度(上海);操勇 – 讯飞(合肥)。
2012届硕士:秦瑞斌 – 百度(北京);卫 超 -- 百度(北京)。
2011届硕士:夏德国 – 百度(北京);李贵生 – 兰亭集势(北京)。
获奖情况:
2004年获王宽诚育才奖(二等奖);
2008年度安徽省优秀硕士学位论文奖(导师);
2010年获惠普信息科学青年教师奖 。
十篇代表性论著:
Lvxing Zhu and Haoran Zheng*,Biomedical event extraction with a novel combination strategy based on hybrid deep neural networks,BMC Bioinformatics,(2020) 21:47(通讯作者)
Zhaolin Hong, Lvxing Zhu, and Haoran Zheng*, Predicting gene-disease associations via graph embedding and graph convolutional networks,2019 IEEE International Conference on Bioinformatics and Biomedicine,p.382-389. (通讯作者)
Chen C, Zheng H. Error-minimization approach to reduce protease bias[C]//BIBE 2018; International Conference on Biological Information and Biomedical Engineering. VDE, 2018: 439-443. (通讯作者)
Xinying Hu, Hang Wei and Haoran Zheng*. Identification of Perturbed Signaling Pathway from Gene Expression Data by Using Information Divergence[J]. Molecular BioSystems, 2017, 13, 1797--1804 (通讯作者)
Lvxing Zhu, ‡ Haoran Zheng,‡* Xinying Hu and Yang Xua,A computational method using differential gene expression to predict altered metabolism of multicellular organisms,[J]. Molecular BioSystems, 2017, 13, 2418--2427(共同第一作者、通讯作者)
Liwei Qian, Haoran Zheng*, Hong Zhou, Ruibin Qin and Jinlong Li, (2013) Classification of Time Series Gene Expression in Clinical Studies via Integration of Biological Network, PLOS One 8(3): e58383. doi:10.1371/journal.pone.0058383(通讯作者)
Qian, Liwei ; Zheng, Haoran*,Improving prediction of drug therapy outcome via integration of time series gene expression and protein protein interaction network, 2012 IEEE 6th International Conference on Systems Biology, ISB 2012,p12-16(通讯作者)
Zhi Liang,* Hong Zhou, Zongxiao He, Haoran Zheng,* and Jiarui Wu,*,mirAct: a web tool for evaluating microRNA activity based on gene expression data,Nucleic Acids Research, 2011, Vol. 39, Web Server issue p.139–144(通讯作者)
Deguo Xia∗,Haoran Zheng∗, Zhiqiang Liu, Guisheng Li, Kai Zhao ,Lin Yang, MRSD: a web server for Metabolic Route Search and Design, Bioinformatics, Vol. 27 no. 11 2011, pages 1581–1582(共同第一作者、通讯作者)
Zhi Liang,* Hong Zhou, Zongxiao He1, Haoran Zheng,* and Jiarui Wu,* Expression levels of microRNAs are not associated with their regulatory activities,Biology Direct, 2011, 6:43(通讯作者)