郑浩然

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年于中国科学技术大学获信号与信息处理专业获博士学位,2000年7月至2002年7月在中国科学技术大学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

  1. 2004年获王宽诚育才奖(二等奖);

  2. 2008年度安徽省优秀硕士学位论文奖(导师);

  3. 2010年获惠普信息科学青年教师奖 。


十篇代表性论著

  1. 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)

  2. 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)

  3. 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)

  4. 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)

  5. 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)

  6. 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)

  7. 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)

  8. 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)

  9. 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)

  10. 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)