个人简历

个人信息
宋丹丹，博士，美国斯坦福大学访问学者、北京市青年英才、微软铸星计划青年学者、北京理工大学优秀青年教师。分别于2004年与2009年7月获清华大学计算机科学与技术系学士与博士学位，系优秀博士毕业生，清华大学综合优秀奖学金获得者。曾于2015年至2016年国家公派访问美国斯坦福大学，与美国科学院院士Wing H. Wong教授建立了长期合作关系；2007年至2008年国家公派访问美国加州大学河滨分校，师从算法领域专家、ACMFellow、长江学者Tao Jiang教授。曾作为高级访问学者访问香港城市大学、澳大利亚悉尼科技大学。
在学生指导方面，所指导的博士生王金刚在TREC2013竞赛中获三项全球第一，并曾于微软亚洲研究院、美国普渡大学访问；钟常涛于英国国王大学访问；汪良果及杜建光于新加坡管理大学访问。硕士生孙飞曾获北京理工大学优秀硕士论文奖、徐特立一等奖学金、IBM中国优秀学生奖学金；李龙曾获研究生国家奖学金。曾指导国家级及北京市级大学生创新项目，本科生陈伟获北京市优秀毕业生、国家奖学金。学生毕业去向包括到CMU、清华大学、北京大学、中科院计算所继续深造，进入阿里、腾讯、百度、搜狐等公司，或中国工商银行、中国农业银行、北京电信、北京计算中心等部门

研究领域

深度学习、信息检索、数据挖掘、生物信息"专利：
1. 孙飞

近期论文

代表性学术成果
近年来在国内外学术期刊及会议上发表论文及专利三十余篇，代表性论文如下：
期刊论文：
1.Dandan Song, Fei Sun, Lejian Liao. A hybrid approach for content extraction with text density and visual importance of DOM nodes. Knowledge and Information Systems. 2015, 42:75–96. (SCI二区, 影响因子: 2.639)
2.Dandan Song, Jiaxing Chen, Guang Chen, Ning Li, Jin Li, Jun Fan, Dongbo Bu, and Shuai Cheng Li. Parameterized blosum matrices for protein alignment. IEEE/ACM Transactions on Computational Biology and Bioinformatics. 2015, 12(3): 686-694. (SCI索引，影响因子：1.609)
3.Dandan Song, Ning Li, and Lejian Liao. An automatic and efficient pipeline for disease gene identification through utilizing family-based sequencing data. Bio-Medical Materials and Engineering. 2015, 26(s1): S1797-S1803. (SCI索引，影响因子：0.988)
4.Chengli Xu, Xiangwu Ju, Dandan Song, et al. An association analysis between psychophysical characteristics and genome-wide gene expression changes in human adaptation to the extreme climate at the Antarctic Dome Argus. Molecular Psychiatry. Online 2014. (共同第一作者, Nature子刊, SCI一区, 影响因子: 15.147)
5.Li Liu, Dandan Song, Jie Tang, Lejian Liao, Xin Li, and Jianguang Du. FriendBurst: Ranking People Who Get Friends Fast in a Short Time. Neurocomputing. 2016, 210(19): 116–129. (SCI二区源，影响因子：2.392，通讯作者)
6.Mingming Jiang, Dandan Song, Lejian Liao, and Feida Zhu. A Bayesian Recommender Model for User Rating and Review Profiling. Tsinghua Science and Technology. 2015, 20(6): 634-643. (SCI索引，通讯作者，影响因子1.063)
7.Guoqiang Li, Lejian Liao, Dandan Song. A fault-tolerant framework for QoS-aware web service composition via case-based reasoning. International Journal of Web and Grid Services. 2014, 10(1): 80-99. (SCI索引, 通讯作者, 影响因子: 1.579)
8.Dandan Song, Yang Yang, Bin Yu, Binglian Zheng, Zhidong Deng, Baoliang Lu, Xuemei Chen, Tao Jiang. Computational prediction of novel non-coding RNAs in Arabidopsis thaliana. BMC Bioinformatics, 2009-01, 10(S1):S36. （SCI索引, 影响因子3.49）
9.Dandan Song, Zhidong Deng. A fuzzy model of predicting RNA secondary structure. Science in China Series F-Information Sciences, 2007, 50(6):846-866. （SCI, 影响因子0.473）
宋丹丹, 邓志东. RNA二级结构预测的模糊模型. 中国科学E辑:信息科学, 2007, 37(10):1285-1303.
10.Yong Zhang, Jie Wang, Shoujun Huang, Xiaopeng Zhu, Jun Liu, Ning Yang, Dandan Song, et al. Systematic identification and characterization of chicken (Gallus gallus) ncRNAs. Nucleic Acids Res., 2009, 37: 6562 - 6574. (SCI, 影响因子6.878)
会议论文：
1.Fei Sun, Dandan Song, Lejian Liao. DOM Based Content Extraction via Text Density. SIGIR 2011 -- The 34th Annual ACM SIGIR Conference. p245-254. (中国计算机学会-CCF推荐A类国际会议; 北京理工大学第一篇, 北京理工大学独立完成)
2.Jingang Wang, Dandan Song, Qifan Wang, et al. An Entity Class-Dependent Discriminative Model for Cumulative Citation Recommendation. SIGIR 2015.(CCF A类会议)
3.Jianguang Du, Jing Jiang, Dandan Song, Lejian Liao. Topic Modeling with document relative similarities. IJCAI 2015. (CCF A类会议)
4.Liangguo Wang, Jing Jiang, Hai Leong Chieu, Chen Hui Ong, Dandan Song, Lejian Liao. Can Syntax Help? Improving an LSTM-based Sentence Compression Model for New Domains. ACL 2017. (CCF A类会议)
5.Jianguang Du, Jing Jiang, Liu Yang, Dandan Song, Lejian Liao. ShellMiner: Mining Organizational Phrases in Argumentative Texts in Social Media. ICDM 2014. (CCF B类会议)
6.Jingang Wang, Dandan Song, Zhiwei Zhang, Lejian Liao, Luo Si, and Chin-Yew Lin. LDTM: A Latent Document Type Model for Cumulative Citation Recommendation. EMNLP 2015: 561–566. (CCF B类会议)
7.Jianguang Du, Jianguang Du, Jing Jiang, Liu Yang, Dandan Song, Lejian Liao. ShellMiner: Mining Organizational Phrases in Argumentative Texts in Social Media. Accepted by ICDM 2014. (CCF B类会议)
8.Jianguang Du, Dandan Song, Lejian Liao, Xin Li, Li Liu, Guoqiang Li, Guanguo Gao, and Guiying Wu. ReadBehavior: Reading Probabilities Modeling of Tweets through a User’s Retweeting Behaviors. PAKDD 2014, Tainan, Taiwan, May 13-16, 2014. (CCF C类会议)
9.Di Ma, Dandan Song, Lejian Liao: Incorporating Social Actions into Recommender Systems. WAIM 2013: 698-704 (CCF C类会议)
10.Guoqiang Li, Lejian Liao, Dandan Song, Jingang Wang, Fuzhen Sun, Guangcheng Liang: A Self-healing Framework for QoS-Aware Web Service Composition via Case-Based Reasoning. APWeb 2013: 654-661 (CCF C 类会议)
11.Dandan Song, Zhidong Deng. A Fuzzy Dynamic Programming Approach to Predict RNA Secondary Structure. Proceedings of the 6th Workshop on Algorithms in Bioinformatics (WABI’06), Zurich, Switzerland, Sep 11-13, 2006.
12.Dandan Song, Zhidong Deng. A BP-SCFG Based Approach for RNA Secondary Structure Prediction with Consecutive Bases Dependency and Their Relative Positions Information. International Symposium on Bioinformatics Research and Applications (ISBRA’07), Atlanta, Georgia, May 7-10, 2007.
任中国计算机学会会员，IEEE Trans on Knowledge Discovery and Engineering、WWW Journal、中国科学、计算机研究与发展、计算机科学等期刊的审稿专家。曾担任SIGKDD 2010研讨会session chair及多个国际会议的程序委员