Research Interests
Swarm Intelligence、Developer Social Network、Big Data Quality Metric;
Intelligent Hardware Control、Deep Learning Testing and Optimization.
Major Grants
- Tongbao (ETC): Nanjing University Talent Training Service, 2018-2018
- National Science Foundation of China (General Program), 61772014, Principal Investigator, 2018-2021
- National Science Foundation of China (General Program), 61472176, Principal Investigator, 2015-2018
- National Science Foundation of China (International Cooperation Project), 61211120438, Principal Investigator, 2012-2013
- JiangSu Data Center Demonstration Project 2014 Principal Investigator, 2012-2013
- Social Science Foundation of the Ministry of Education, 10YJC870020, Principal Investigator, 2010-2012
- Open Foundation of State Key Laboratory for Novel Software Technology in Nanjing University, 2012、2013、2015、2016 Principal Investigator, 2012-2016
- Provincial Department of Education, Research and Practice of Data Science Professional System under New Engineering, 2017-2022
- Ministry of Education, Research and Practice of the Basic Course System of New Engineering Software Engineering Majors Trained to Individualized Talents under the Big Application Environment, 2017-2022
Selected Publications
- Xufan Zhang, Ning Sun, Chunrong Fang, Jiawei Liu, Jia Liu, Dong Chai, Jiang Wang, Zhenyu Chen. Predoo: Precision Testing of Deep Learning Operators ISSTA 2021
- Xufan Zhang, Ziyue Yin, Yang Feng, Qingkai Shi, Jia Liu, Zhenyu Chen. NeuralVis: visualizing and interpreting deep learning models. ASE 2019-Demo
- Hao Lian, Tieke He, Zemin Qin, Haoyu Li, Jia Liu: Research on the information quality measurement of judicial documents, QRS Companion 2018: 178-181
- Zemin Qin, Tieke He, Hao Lian, Yuanhan Tian, Jia Liu: Research on Judicial Data Standard. QRS Companion 2018: 175-177
- Tieke He, Zhenyu Chen, Jia Liu, Xiaofang Zhou, Xingzhong Du, Weiqing Wang: An empirical study on user-topic rating based collaborative filtering methods. World Wide Web 20(4): 815-829 (2017)
- Xiaoran Xu, Chunrong Fang, Qing Wu, Jia Liu, Zhenyu Chen: Testing as an Investment. CoRR abs/1708.00992 (2017)
- Zhengjie Xu, Tieke He, Weiqiang Zhang, Yabin Wang, Jia Liu, Zhenyu Chen: Exploring the Influence of Time Factor in Bug Report Prioritization. ,SEKE2016 243-248
- Rui Hao, Tieke He, Hang Qi, Jia Liu: Mining Feature-Opinion from Reviews Based on Dependency Parsing. SEKE2016 462-465
- Tieke He, Rui Hao, Hang Qi, Jia Liu, and Qing Wu: International Journal of Software Engineering and Knowledge Engineering, November 2016, Vol. 26, No. 09n10 : pp. 1581-1591(doi: 10.1142/S0218194016710029)
- FENG Yang, LIU Qin, DOU Mengyu, LIU Jia and CHEN Zhenyu: Mubug: a mobile service for rapid bug tracking SCIENCE CHINA Information Sciences 59, 013101 (2016); doi: 10.1007/s11432-015-5506-4
- ZHANG WeiQiang, NIE LiMing, JIANG He, CHEN ZhenYu, LIU Jia*. Developer social networks in software engineering: construction, analysis, and applications. SCIENCE CHINA Information Sciences, 2014, 57(12): 121101(23)
- Xiaoran Xu, Chunrong Fang, Qing Wu*, Jia Liu, Zhenyu Chen. Testing as an Investment, SEKE 2014.
- Tieke He, Xingzhong Du, Weiqing Wang, Zhenyu Chen, Jia Liu*. Comparing Collaborative Filtering Methods Based on User-Topic Ratings, SEKE, p312-317, 2013.
- Xingzhong Du, Tieke He, Zhenyu Chen, Jia Liu*, Chengfeng Hui. ABEY: an IncrementalPersonalized Method Based on Attribute Entropy for Recommender Systems, SEKE, p318-321,2013.
- Daniel Port, Chris Rachal, Jia Liu Motivating and Orienting Novice Students to Value Introductory Software Engineering CSEE&T 2013 p99-108
- Jia Liu*, Weiqing Wang, Zhenyu Chen*, Xingzhong Du, Qi Qi, A Novel User-based Collaborative Filtering Method by Inferring Tag Ratings, ACM Applied Computing Review, 12(4), p48-57, 2012
- Chengfeng Hui; JiaLiu*; Zhenyu Chen; Xingzhong Du; Weiyun Ma, An Empirical Study onRecommendation Methods for Vertical B2C E-commerce Sites, SEKE, p139-142 , 2012
- Qi Qi; Zhenyu Chen*; Jia Liu; Chengfeng Hui, Using Inferred Tag Ratings to Improve User-based Collaborative Filtering, ACM SAC 2012, p , 2012
- Weiqing Wang; Zhenyu Chen*; Jia Liu; Qi Qi; Zhihong Zhao, User-based Collaborative Filteringon Cross-Domain by Tag Transfer Learning, CDKD@KDD 2012,2012
- ZhiJun Huang, Tao Zheng* , Jia Liu, A Dynamic Detective Method against ROP Attack on ARM Platform ,SEES 2012 @ICSE2012 p51-57
Teaching
- Software Engineering and Computing III (national-level quality course) (undergraduate)
- Database Development Technology (undergraduate)
- Advanced Database Development Technology (postgraduate)
- Deep Learning Testing Seminar, Swarm Intelligence Seminar (postgraduate)
- Introduction to Software Engineering (General Knowledge Courses) (undergraduate)
- Internet Business Model (Innovative Entrepreneurship Course for Undergraduates)
Teaching Award
- State-level Teaching Award: Second Class Prize 2014
- State-level Teaching Award: Second Class Prize 2010
- Provincial Teaching Achievement Award: First Prize 2013
- Provincial Teaching Achievement Award: Grand Prize 2009
Patent
- 一种基于Star信息和README文档的Github相似仓库推荐, 201810092877.6
- 一种众包测试报告聚合和摘要的方法, 201810325035.0
- 一种基于多马尔可夫链的内容推荐方法, 201010182844.4
- 一种基于标签迁移学习的推荐方法,201110419665.2.
- 一种可视化软件测试设计平台,201110203876.2.
- 一种结合评分数据与标签数据的个性化推荐方法,201110306941.4
- 一种基于商品属性熵值的个性化推荐方法,201110385722.X
- 一种网站数据的获取及迁移使用方法,201110254935.9
- 一种面向垂直电子商务网站的首页推荐方法,201110002136.2
- 一种对QR码黑白分布掩膜的方法,201210044822.0
- 一种利用QR码储存私密数据的方法,201210045028.8
- 一种定制QR码的生成方法,201210044800.4
- 一种通过渲染方式生成QR码的方法,201210044120.2
- 一种增强QR码纠错能力的改进方法,201210044671.9