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Jing LI (李晶)

Ph.D.

School of Computer Science and Engineering, Nanyang Technological University (NTU), Singapore.

Blk N4-B3c-14, DMAL, SCSE, 50 Nanyang Avenue, Singapore 639798

                        

Biography

Dr. LI obtained his PhD degree in Computer Science, at the School of Computer Science and Engineering, Nanyang Technological University (NTU), Singapore, under the supervision of Prof. Sun Aixin and Prof. Xing Zhenchang. He received his B.E. and M.E. in Electrical Engineering from University of Electronic Science and Technology of China (UESTC), China, in 2010 and 2013, respectively.

Research Interests
  • Information Retrieval / Natural Language Processing
    • Question answering based on Deep Learning
    • Semantic search
    • Named entity recognition
    • Knowledge graph
  • Software Engineering
    • API Documentation mining
    • Human and social aspects of software engineering
  • Compressed Sensing
    • MIMO Signal
    • Signal Processing
  What's New
    May, 2018
One paper is accepted by JASIST.
    Apr, 2018
I successfully defended my thesis "Supporting Information Needs of Developers Through Web Q&A Discussions".
    Apr, 2018
One paper is accepted by IJCAI 2018.
    Apr, 2018
One Demo is accepted by ACM SIGIR 2018.
    Mar, 2018
One paper is accepted by Information Sciences.
    Feb, 2018
One paper is accepted by IEEE TSC.
    Dec, 2017
I have submitted my Thesis and am waiting for oral defense.
Publications [Google Citations]

    Submitted

  1. Discourse Segmentation by Pointer Network
    Jing Li, Aixin Sun and Shafiq Joty
    Under review   Website
  2. LinkLive: Discovering web learning resources for developers from Q&A discussions
    Jing Li, Zhenchang Xing and Aixin Sun
    Journal World Wide Web Journal (WWWJ). Springer, 2018. (Revision)

    3. Published

  3. To Do or Not To Do: Distill Crowdsourced Negative Caveats to Augment API Documentation
    Jing Li, Aixin Sun and Zhenchang Xing
    Journal Journal of the Association for Information Science and Technology (JASIST). Wiley, 2018. (IF: 2.322)
  4. SegBot: A Generic Neural Text Segmentation Model with Pointer Network
    Jing Li, Aixin Sun and Shafiq Joty
    The 27th International Joint Conference on Artificial Intelligence and the 23rd European Conference on Artificial Intelligence. IJCAI 2018. Acceptance rate: 710/3470 (20.5%).
  5. API Caveat Explorer: Surfacing Nagative Usages from Practice
    Jing Li, Aixin Sun, Zhenchang Xing and Lei Han
    The 41st International ACM SIGIR Conference on Research and Development in Information Retrieval (Demo). SIGIR 2018   Website
  6. Learning to Answer Programming Questions with Software Documentation through Social Context Embedding
    Jing Li, Aixin Sun and Zhenchang Xing
    Journal Information Sciences (INS). Volumes 448–449, Pages 36-52, June 2018, Elsevier. (IF 4.832) PDF
  7. Leveraging Official Content and Social Context to Recommend Software Documentation
    Jing Li, Zhenchang Xing and Ashad Kabir
    Journal IEEE Transactions on Services Computing (TSC). IEEE, 2018. (IF 3.520) PDF
  8. HDSKG: Harvesting Domain Specific Knowledge Graph from Content of Webpages
    Xuejiao Zhao, Zhenchang Xing, Muhammad Ashad Kabir, Naoya Sawada, Jing Li and Shangwei Lin
    The 24th IEEE International Conference on Software Analysis, Evolution, and Reengineering (SANER 2017). Acceptance rate: 34/140 (24.3%). PDF
  9. Learning to Extract API Mentions from Informal Natural Language Discussions
    Deheng Ye, Zhenchang Xing, Chee Yong Foo, Jing Li, and Nachiket Kapre
    The 32nd International Conference on Software Maintenance and Evolution (ICSME 2016). Acceptance rate: 37/125 (29%). PDF
  10. Software-specific Named Entity Recognition in Software Engineering Social Content
    Deheng Ye, Zhenchang Xing, Chee Yong Foo, Zi Qun Ang, Jing Li and Nachiket Kapre
    The 23rd IEEE International Conference on Software Analysis, Evolution, and Reengineering (SANER 2016). Acceptance rate: 52/140 (37%). PDF
  11. Extracting and Analyzing Time-Series HCI Data from Screen-Captured Task Videos
    Lingfeng Bao, Jing Li, Zhenchang Xing, Xinyu Wang, Xin xia and Bo Zhou
    Journal Empirical Software Engineering (EMSE Journal), Springer, pp.1-41, 2016. (2016 IF: 3.275) PDF
  12. From Discussion to Wisdom: Web Resource Recommendation  for Hyperlinks in Stack Overflow
    Jing Li, Zhenchang Xing, Deheng Ye and Xuejiao Zhao
    The 31st ACM Symposium on Applied Computing (SAC 2016),2016. Acceptance rate: 252/1047 (24.07%). PDF
  13. BPMiner: Mining Developers' Behavior Patterns from Screen-Captured Task Videos
    Jing Li, Lingfeng Bao, Zhenchang Xing, Xinyu Wang and Bo Zhou
    The 31st ACM Symposium on Applied Computing (SAC 2016),2016. Acceptance rate: 252/1047 (24.07%). PDF
  14. Software-specific Part-of-speech Tagging: An Experimental Study on Stack Overflow
    Deheng Ye, Zhenchang Xing, Jing Li and Nachiket Kapre
    The 31st ACM Symposium on Applied Computing (SAC 2016),2016. Acceptance rate: 252/1047 (24.07%). PDF
  15. scvRipper: Video Scraping Tool for Modeling Developers' Behavior Using Interaction Data
    Lingfeng Bao, Jing Li, Zhenchang Xing, Xinyu Wang and Bo Zhou
    The 37th International Conference on Software Engineering (ICSE 2015) Tool Demonstrations, vol.2, pp.673-676, 2015. PDF Video
  16. Reverse Engineering Time-Series Interaction Data from Screen-Captured Videos
    Lingfeng Bao, Jing Li, Zhenchang Xing, Xinyu Wang and Bo Zhou
    The 22nd IEEE International Conference on Software Analysis, Evolution, and Reengineering (SANER 2015),pp.399-408, 2015. Acceptance rate: 46/144 (32%). PDF Slides GitHub
    17. Before PhD
  17. Applications of Compressed Sensing for Multiple Transmitters Multiple Azimuth Beams SAR Imaging
    Jing Li, Shunsheng Zhang,Junfei Chang
    Journal Progress In Electromagnetics Research (PIER), Vol. 127,pp. 259–275, 2012. (2011 IF: 5.298) PDF
  18. Forward-Looking Bistatic SAR Imaging Based On High Order Range Equation And High Order Phase Compensation
    Shunsheng Zhang and Jing Li*
    Journal Journal of Electromagnetic Waves and Applications (JEWA),vol.26,nos.17-18,pp.2304-2314,2012. (2011 IF: 2.965) PDF *Corresponding author
  19. Two-Dimensional High Resolution Bistatic SAR Imaging Algorithm Based on Compressed Sensing
    Jing Li, Shunsheng Zhang and Junfei Chang
    Journal Chinese Signal Processing, vol.28, no.5,pp. 737-743,2012.
  20. Compressed Sensing for Multiple Azimuth Beams SAR Imaging
    Shunsheng Zhang, Junfei Chang and Jing Li
    Journal Chinese Journal of Radio Science, vol.27, no.5,pp. 979-984,2012.
  21. Two-Dimensional Random Sparse Sampling for High resolution SAR Imaging based on Compressed Sensing
    Jing Li, Shunsheng Zhang and Junfei Chang
    IEEE Radar Conference (RadarCon),pp.01-05,2012. PDF
  22. A Novel Two Dimensional Imaging Algorithm Based on Compressed Sensing for Multi-Channel SAR
    Jing Li, Shunsheng Zhang and Junfei Chang
    The 9th European Conference on Synthetic Aperture Radar (EUSAR 2012), pp.619-622, 2012. PDF
  23. Bistatic Forward-Looking SAR Imaging Based on Two-Dimensional Principle of Stationary Phase
    Jing Li and Shunsheng Zhang
    2012 International Workshop on Microwave and Millimeter Wave Circuits and System Technology(MMWCST 2012), pp. 107-110,2012. PDF
  24. Geosynchronous SAR image formation based on advanced hyperbolic range equation
    Xiu Wu, Shunsheng Zhang, Jing Li, Wenchen Cao
    2012 IEEE International Geoscience and Remote Sensing Symposium (IGARSS), pp. 4042-4045, 2012. PDF
  25. Empirical Study on the Distribution and Growth Trend of Biotechnology Patents in China
    Zhongguo Shi and Jing Li
    iBusiness, vol. 4 no. 2,pp. 93-97, 2012. PDF
  26. A Novel SAR Imaging Algorithm Based on Compressed Sensing
    Junfei Chang, Wei Zhang, Shunsheng Zhang and Jing Li
    2011 IEEE CIE International Conference on Radar (Radar), pp. 1467-1470,2011. PDF