News Teaching Publications Services Awards CV

Work in Process

  1. A Deep Learning Classifier for Bug Fixing Patches,
    by Thong V.D.Hoang, Julia Lawall, Richard J. Oentaryo, Yuan Tian, and David Lo.

  2. Joint Representation Learning for Jobs and Skills Leveraging Online Job Posts: A Network Embedding based Approach

  3. Graph-based Program Representation Learning

Journal and Magazine

  1. Recommending Who to Follow in the Software Engineering Twitter Space,
    in ACM Transactions on Software Engineering and Methodology.
    by Abhishek Sharma, Yuan Tian, Agus Sulistya, Dinusha Wijedasa, and David Lo.
    Tags: Twitter for Software Engineering Recommender Systems TOSEM

  2. Rule-based Specification Mining Leveraging Learning to Rank,
    in Automated Software Engineering, 2018
    by Zherui Cao, Yuan Tian, Tien-Duy B. Le, and David Lo.
    Tags: Learning-to-rank Specification Mining AUSE

  3. WebAPIRec: Recommending Web APIs to Software Projects via Personalized Ranking
    in IEEE Transactions on Emerging Topics in Computational Intelligence, 2017,
    by Ferdian Thung, Richard J. Oentaryo, David Lo, and Yuan Tian.
    Tags: Web API Recommendation TETCI

  4. On the Unreliability of Bug Severity Data,
    in Journal of Empirical Software Engineering, 2016,
    by Yuan Tian, Nasir Ali, David Lo, and Ahmed E. Hassan.
    Tags: Quality of Bug Data Empirical Software Engineering EMSE

  5. Automated Prediction of Bug Report Priority Using Multi-factor Analysis,
    in Journal of Empirical Software Engineering, 2015,
    by Yuan Tian, David Lo, Xin Xia and Chengnian Sun.
    Tags: Bug Prioritization Multi-factor Analysis EMSE

Conference and Workshop

  1. Are you on the Right Track? Learning Career Tracks for Job Movement Analysis,
    in the 2nd International Data Science for Human Capital Management (DSHCM) workshop, collocated with PKDD, 2018,
    by Meng-Fen Chiang, Em-Peng Lim, Wang-Chien Lee, Yuan Tian, and Chih-Chieh Hung.
    Tags: Job and Skill Intelligence Track Prediction Career Movement Analysis

  2. APIBot: Question Answering Bot for API Documentation,
    in 32nd IEEE/ACM International Conference on Automated Software Engineering, 2017,
    by Yuan Tian, Ferdian Thung, Abhishek Sharma, David Lo
    Tags: API documentaiton Question Answering Bot ASE

  3. An Exploratory Study of Functionality and Learning Resources of Web APIs on ProgrammableWeb,
    in 21th International Conference on Evaluation and Assessment in Software Engineering, 2017,
    by Yuan Tian, Pavneet Singh Kochhar, and David Lo
    Tags: Web API Empirical Software Engineering EASE

  4. Harnessing Twitter to Support Serendipitous Learning of Developers,
    in 24th IEEE International Conference on Software Analysis, Evolution, and Reengineering, 2017,
    by Abhishek Sharma, Yuan Tian, Agus Sulistya, and David Lo [pdf]
    Tags: Twitter for Software Engineering SANER

  5. Learning to Rank for Bug Report Assignee Recommendation,
    in 24th IEEE International Conference on Program Comprehension, 2016,
    by Yuan Tian, Dinusha Wijedasa, David Lo, and Claire Le Goues [pdf]
    Tags: Bug Triage Learining to rank ICPC

  6. What's Hot in Software Engineering Twitter Space?,
    in 31nd IEEE International Conference on Software Maintenance and Evolution (ERA track), 2015,
    by Abhishek Sharma, Yuan Tian, David Lo.[pdf]
    Tags: Twitter for Software Engineering Event Detection ICSME

  7. What are the Characteristics of High-Rated Apps? A Case Study on Free Android Applications,
    in 31nd IEEE International Conference on Software Maintenance and Evolution, 2015,
    by Yuan Tian, Meiyappan Nagappan, David Lo and Ahmed E. Hassan. [pdf]
    Tags: Mining Android Apps Empirical Software Engineering ICSME

  8. A Comparative Study on the Effectiveness of Part-of-Speech Tagging Techniques on Bug Reports,
    in 22nd IEEE International Conference on Software Analysis, Evolution, and Reengineering (ERA track), 2015,
    by Yuan Tian, David Lo. [pdf]
    Tags: Natural Language Processing SANER

  9. NIRMAL: Automatic Identification of Software Relevant Tweets Leveraging Language Model,
    in 22nd IEEE International Conference on Software Analysis, Evolution, and Reengineering, 2015,
    by Abhishek Sharma, Yuan Tian, David Lo. [pdf]
    Tags: Twitter for Software Engineering SANER

  10. Evaluating Defect Prediction Approaches Using A Massive Set of Metrics: An Empirical Study
    in 30th Annual ACM Symposium On Applied Computing, 2015,
    by Xiao Xuan, David Lo, Xin Xia and Yuan Tian.
    Tags: Empirical Software Engineering SAC

  11. Potential Biases in Bug Localization: Do They Matter?,
    in 29th IEEE/ACM International Conference on Automated Software Engineering, 2014,
    by Pavneet Singh Kochhar, Yuan Tian, David Lo.[pdf]
    Tags: Bias Analysis Empirical Software Engineering ASE

  12. SEWordSim: software-specific word similarity database,
    in ACM/IEEE International Conference on Software Engineering (Tool), 2014,
    by Yuan Tian, David Lo, Julia Lawall.
    Tags: Word Similarity StackOverflow for Software Engineering ICSE

  13. BOAT: An Experimental Platform for Researchers to Comparatively and Reproducibly Evaluate Bug Localization Techniques,
    in ACM/IEEE International Conference on Software Engineering (Tool), 2014,
    by Xinyu Wang, David Lo, Xin Xia, Xingen Wang, Pavneet Singh Kochhar, Yuan Tian, Xiaohu Yang, Shanping Li, Jianling Sun and Bo Zhou.
    Tags: Bug Localization ICSE

  14. Automated Construction of a Software-Specific Word Similarity Database,
    in IEEE CSMR-WCRE 2014 Software Evolution Week, 2014,
    by Yuan Tian, David Lo, Julia Lawall. [pdf]
    Publicly available data set and related tool, documents: [Link]
    Tags: Word Similarity StackOverflow for Software Engineering CSMR-WCRE

  15. An Exploratory Study on Software Microblogger Behaviors,
    in 4th Workshop on Mining Unstructured Data (MUD 2014),
    by Yuan Tian, David Lo.
    Tags: Twitter for Software Engineering Behavior Analysis Workshop

  16. DRONE:Predicting Priority of Reported Bugs by Multi-Factor Analysis,
    in the 29th IEEE International Conference on Software Maintenance, 2013,
    by Yuan Tian, David Lo, Chengnian SUN. [pdf]
    Tags: Bug Prioritization Multi-Factor Analysis ICSM

  17. Predicting Project Outcome Leveraging Socio-Technical Network Patterns,
    in the 17th European Conference on Software Maintenance and Reengineering, 2013,
    by Didi Surian, Yuan Tian, David Lo, Hong Cheng and Ee-Peng Lim. [pdf]
    Tags: Social Network Analysis CSMR

  18. Predicting Best Answerers for New Questions: An Approach Leveraging Topic Modeling and Collaborative Voting,
    in the 1st Workshop of Quality, Motivation and Coordination of Open Collaboration (QMC2013, co-organized with SocInfo13),
    by Yuan Tian, Pavneet Singh Kochhar, Em-Peng Lim, Feida Zhu and David Lo. [pdf]
    Tags: Workshop Question Answering Topic Modeling

  19. Automatic Classification of Software Related Microblogs,
    in the 28th IEEE International Conference on Software Maintenance (ERA track), 2012
    by Philips Kokoh Prasetyo, David Lo, Achananuparp Palakorna, Yuan Tian, and Ee-Peng Lim [pdf]
    Tags: Twitter for Software Engineering ICSM

  20. Information Retrieval Based Nearest Neighbor Classification for Fine-Grained Bug Severity Prediction,
    the 19th Working Conference on Reverse Engineering, 2012,
    by Yuan Tian, David Lo, and Chengnian SUN [pdf]
    Tags: Bug Severity Prediction Information Retrieval WCRE

  21. Observatory of Trends in Software Related Microblogs,
    in the 27th IEEE/ACM International Conference on Automated Software Engineering (Tool), 2012,
    by Achananuparp Palakorna, Nelman Lubis IBRAHIM, Yuan Tian, David Lo, and Ee-Peng Lim [pdf]
    Tags: Twitter for Software Engineering Trend Analysis ASE

  22. What Does Software Engineering Community Microblog About?,
    in the 9th Working Conference on Mining Software Repository, 2012,
    by Yuan Tian, Palakorn Achananuparp, Ibrahim Nelman Lubis, David Lo, and Ee-Peng Lim. [pdf]
    Tags: Twitter for Software Engineering MSR

  23. Improved Duplicate Bug Report Identification,
    in the 15th European Conference on Software Maintenance and Reengineering (ERA track), 2012,
    by Yuan Tian, Chengnian Sun, and David Lo [pdf]
    Tags: Duplicate Bug Report Detection CSMR

  24. Identifying Linux Bug Fixing Patches,
    in the 34th ACM/IEEE International Conference on Software Engineering, 2012,
    by Yuan Tian, Julia Lawall, and David Lo [pdf]
    Tags: Bug Fixing Patch Identification ICSE

Published Book Chapters(Refereed)

  1. Leveraging Web 2.0 for Software Evolution, Evolving Software Systems (ESS 2014)
    by Yuan Tian, David Lo.

Thesis

    Yuan Tian, "Mining software repositories for automatic software bug management from bug triaging to patch backporting", PhD Dissertation, Singapore Management University, 2017.
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