刘露

吉林大学，软件学院，副教授

电子邮箱：luliu@jlu.edu.cn

研究方向：数据挖掘、机器学习、自然语言处理

工作经历：

2021.9 -- 至今 吉林大学  软件学院  副教授

2019.9 -- 2021.9 吉林大学  软件学院  讲师

2017.10-- 2019.9 吉林大学  通信工程学院  师资博士后

教育经历：

2014.9--2017.6   吉林大学  计算机科学与技术学院  博士

2012.9--2014.6   吉林大学  计算机科学与技术学院  硕士

2008.9--2012.6   吉林大学  计算机科学与技术学院  本科

讲授课程：

1. 离散数学（I、II），本科课程，大一年级（下学期）、大二年级（上学期）

2. 自然语言处理，本科课程，大三年级

科研项目：

做为项目负责人承担国家自然基金（青年基金）项目1项.

发表学术论文:

1. Wenfei Hu, Lu Liu, Yupeng Sun, Yu Wu, Zhicheng Liu, Ruixin Zhang, Tao Peng. NLIRE: A Natural Language Inference method for Relation Extraction, Journal of Web Semantics, 2022, 72. (SCI)

2. Tao Peng, Ridong Han, Hai Cui, Lin Yue, Jiayu Han, Lu Liu. Distantly Supervised Relation Extraction using Global Hierarchy Embeddings and Local Probability Constraints, Knowledge-Based Systems, 2022, 235:1-10. (SCI)

3. 王乃钰; 叶育鑫, 刘露, 凤丽洲, 包铁, 彭涛. 基于深度学习的语言模型研究进展, 软件学报, 2021, 32(4):1082-1115. (EI)

4. Hai Cui, Tao Peng, Lizhou Feng, Tie Bao, Lu Liu(通信作者). Simple Question Answering over Knowledge Graph Enhanced by Question Pattern Classification, Knowledge and Information Systems, 2021, 63:2741-2761. (SCI)

5. Lu Liu, Shang Wang. Meta-path-based outlier detection in heterogeneous information network. Frontiers of Computer Science, 2020, 14(2): 388-403. (SCI)

6. 刘露, 胡封晔, 牛亮, 彭涛. 异质网络中基于节点影响力的相似度度量方法. 电子学报, 2019, 47(9): 1929-1936. (EI)

7. Lu Liu, Wanli Zuo, Tao Peng. A reliability and link analysis based method for mining domain experts in dynamic social networks. Journal of Intelligent and Fuzzy Systems. 34(3): 2061-2073, 2018. (SCI)

8. Lu Liu, Wanli Zuo, Jiayu Han, Tao Peng. DEDSC: A domain expert discovery method based on structure and content. International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems. 26(4):583-599, 2018. (SCI)

9. Lu Liu. An effective dimensionality reduction method for text classification based on TFP-tree. Journal of Intelligent and Fuzzy Systems. 34(4):1893-1905,2018.

10. Lu Liu, Wanli Zuo, Tao Peng, Detecting outlier pairs in complex network based on link structure and semantic relationship. Expert Systems with Applications. 2017, 69: 40-49. (SCI)

11. Lu Liu, Wanli Zuo, Tao Peng, Structure2content: An Incremental Method for Detecting Outlier Correlation in Heterogeneous Network. International Journal of Software Engineering and Knowledge Engineering. 2017, 27(7): 1013-1032. (SCI)

12. 杨妮亚，彭涛，刘露(通信作者). 基于聚类和决策树的链路预测方法. 计算机研究与发展. 2017, 54(8): 1795-1803. (EI)

13. 刘露，左万利，彭涛. 异质网中基于张量表示的动态离群点检测方法. 计算机研究与发展. 2016, 53(8), 1729-1739. (EI)

14. Jiayu Han, Wanli Zuo, Lu Liu, Yuanbo Xu, Tao Peng, Building text classifiers using positive, unlabeled and “outdated” examples. Concurrency and Computation-Practice & Experience. 2016, 28(13), 3691-3706. (SCI)

15. Lu Liu, Tao Peng, Wanli Zuo. Topical Web crawling for domain-specific resource discovery enhanced by selectively using link-context. The International Arab Journal of Information Technology. 2015, 12(2):196-204. (SCI)

16. Tao Peng, Lu Liu, Clustering-based topical web crawling for topic-specific information retrieval guided by incremental classifier. International Journal of Software Engineering and Knowledge Engineering. 2015, 25(1): 147-168. (SCI)

17. Tao Peng, Lu Liu(通信作者), A novel incremental conceptual hierarchical text clustering method using CFu-tree, Applied Soft Computing, 2015, 27: 269-278. (SCI)

18. Lu Liu, Tao Peng. Clustering-based method for positive and unlabeled text categorization enhanced by improved TFIDF. Journal of Information Science and Engineering. 2014, 30(5): 1463-1481. (SCI)

19. Lu Liu, Tao Peng. Clustering-based topical Web crawling using CFu-tree guided by link-context. Frontiers of Computer Science. 2014, 8(4): 581-595. (SCI)

20. Tao Peng, Lu Liu(通信作者), Wanli Zuo. PU text classification enhanced by term frequency-inverse document frequency-improved weighting. Concurrency and Computation-Practice & Experience. 2014, 26(3):728-741. (SCI)

21. Lu Liu, Tao Peng. Post-processing of deep Web information extraction based on domain ontology. Advances in Electrical and Computer Engineering. 2013, 13(4): 25-32. (SCI)

22. 刘露, 彭涛, 左万利, 戴耀康. 一种基于聚类的PU主动文本分类方法. 软件学报. 2013, 24(11):2571-2583. (EI)

23. Tao Peng, Lu Liu(通信作者). Focused crawling enhanced by CBP-SLC. Knowledge-based Systems. 2013, 51:15-26. (SCI)