Chunyang Chen 陈春阳

I am a lecturer (Assistant Professor) in Faculty of Information Technology, Monash University, Australia. My research focuses on Mining Software Repositories, Text Mining, Deep Learning, and Human Computer Interaction. I obtained my PhD from School of Computer Science and Engineering, Nanyang Technological University (NTU), Singapore, and bachelor's degree from Beijing University of Posts and Telecommunications (BUPT), China, 2014.

News

I am now looking for self-motivated PhD/Master students with full scholarship, and also visting scholars and students. If you are interested, please contact me.

Publication

  1. [EMSE] What's Spain's Paris? Mining Analogical Libraries from Q&A Discussions

    Empirical Software Engineering

    Chunyang Chen, Zhenchang Xing, Yang Liu

    To appear
  2. [ASE-2018] Tell Them Apart: Distilling Technology Differences from Crowd-Scale Comparison Discussions

    The 33rd IEEE/ACM International Conference on Automated Software Engineering, pp. 214-224

    Yi Huang, Chunyang Chen, Zhenchang Xing, Tian Lin, Yang Liu

    PDF · Tool · Acceptance rate: 19.9% (69/346)
  3. [ASE-2018] DeepGauge: Multi-Granularity Testing Criteria for Deep Learning Systems

    The 33rd IEEE/ACM International Conference on Automated Software Engineering, pp. 120-131

    Lei Ma, Felix Juefei-Xu, Fuyuan Zhang, Jiyuan Sun, Minhui Xue, Bo Li, Chunyang Chen, Ting Su, Li Li, Yang Liu, Jianjun Zhao, Yadong Wang

    PDF · Acceptance rate: 19.9% (69/346) · ACM SIGSOFT Distinguished Paper Award
  4. [ICSE-2018] From UI Design Image to GUI Skeleton: A Neural Machine Translator to Bootstrap Mobile GUI Implementation

    The 40th International Conference on Software Engineering, pp. 665-676, Gothenburg, Sweden.

    Chunyang Chen, Ting Su, Guozhu Meng, Zhenchang Xing, Yang Liu

    PDF · Tool · Acceptance rate: 20.9% (105/502)
  5. [CSCW-2017] By the Community & For the Community: A Deep Learning Approach to Assist Collaborative Editing in Q&A Sites

    Proceedings of the ACM on Human-Computer Interaction archive Volume 1 Issue CSCW, November 2017, pp. 32:1-32:21

    Chunyang Chen, Zhenchang Xing, Yang Liu

    PDF · BibTeX · Acceptance rate: 27% (105/386)
  6. [ICSE-2017] Unsupervised Software-Specific Morphological Forms Inference from Informal Discussions

    The 39th International Conference on Software Engineering, pp. 450-461, Buenos Aires, Argentina.

    Chunyang Chen, Zhenchang Xing, Ximing Wang

    PDF · Tool · BibTeX · Acceptance rate: 16% (68/415)
  7. [ASE-2016] SimilarTech: Automatically Recommend Analogical Libraries across Different Programming Languages

    The 31st IEEE/ACM International Conference on Automated Software Engineering, pp. 834-839, Singapore.

    Chunyang Chen, Zhenchang Xing

    PDF · BibTeX · Best Tool Demo
  8. [ASE-2016] Learning a Dual-Language Vector Space for Domain-Specific Cross-Lingual Question Retrieval

    The 31st IEEE/ACM International Conference on Automated Software Engineering, pp. 744-755, Singapore.

    Guibin Chen, Chunyang Chen, Zhenchang Xing, Bowen Xu

    PDF · Tool · BibTeX · Acceptance rate: 19% (57/298)
  9. [ICSME-2016] TechLand: Assisting Technology Landscape Inquiries with Insights from Stack Overflow

    The 32nd IEEE International Conference on Software Maintenance and Evolution, pp. 356-366, Raleigh, North Carolina, USA.

    Chunyang Chen, Zhenchang Xing, Lei Han

    PDF · Extension · BibTeX · Acceptance rate: 29% (37/127)
  10. [ESEM-2016] Mining Technology Landscape from Stack Overflow

    The 10th ACM/IEEE International Symposium on Empirical Software Engineering and Measurement, pp. 14:1-14:10, Ciudad Real, Spain.

    Chunyang Chen, Zhenchang Xing

    PDF · Tool · BibTeX · Acceptance rate: 22% (27/122)
  11. [SANER-2016] Mining Analogical Libraries in Q&A Discussions — Incorporating Relational and Categorical Knowledge into Word Embedding

    The 23rd IEEE International Conference on Software Analysis, Evolution, and Reengineering, pp. 338-348, Osaka, Japan.

    Chunyang Chen, Sa Gao, Zhenchang Xing

    PDF · Tool · BibTeX · Best Research Paper
  12. [COMPSAC-2016] Towards Correlating Search on Google and Asking on Stack Overflow

    The 40th IEEE Computer Society International Conference on Computers, Software & Applications, pp. 83-92, Atlanta, Georgia, USA.

    Chunyang Chen, Zhenchang Xing

    PDF · Tool · BibTeX · Acceptance rate: 18%

Teaching

  • 2017 Fall | Tutorial advisor | CZ3003-Software Systems Analysis & Design
  • 2017 Spring | Lab assistant | CZ3003-Software Systems Analysis & Design
  • 2016 Fall | Lab assistant | CE2006-Software Engineering
  • 2016 Spring | Lab assistant | CZ2002-Objective Oriented Design & Programming
  • 2015 Fall | Lab assistant | CZ3003-Software System Analysis & Design

Awards

  • ACM SIGSOFT Distinguished Paper Award in ASE 2018
  • Best Paper Award in SANER 2016
  • Best Tool Demo in ASE 2016

Supervised students

Service

  • PC for SANER'19 ERA, Tool
  • PC for ICSME'18 NIER

©Copyright | Chunyang Chen | Last update in Sep, 2018