Chunyang Chen 陈春阳

I am a lecturer (Assistant Professor) in Faculty of Information Technology, Monash University, Australia. My research focuses on Software Engineering, Deep Learning and Human-Computer Interaction. I obtained my PhD from School of Computer Science and Engineering, Nanyang Technological University (NTU), Singapore, under the supervision of Zhenchang Xing and Yang Liu.

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. [TSE] Mining Likely Analogical APIs across Third-Party Libraries via Large-Scale Unsupervised API Semantics Embedding

    IEEE Transactions on Software Engineering

    Chunyang Chen, Zhenchang Xing, Yang Liu,Kent Ong Long Xiong

    To appear · Tool · Impact factor: 3.333
  2. [ICSE-2019] StoryDroid: Automated Generation of Storyboard for Android Apps

    The 41st International Conference on Software Engineering, Montreal, Canada.

    Sen Chen, Lingling Fan, Chunyang Chen, Ting Su, Wenhe Li, Yang Liu, Lihua Xu

    To appear · Acceptance rate: 20.6% (109/529)
  3. [ICSE-2019] ActionNet: Vision-based Workflow Action Recognition From Programming Screencasts

    The 41st International Conference on Software Engineering, Montreal, Canada.

    Dehai Zhao, Zhenchang Xing, Chunyang Chen, Xin Xia, Guoqiang Li

    To appear · Acceptance rate: 20.6% (109/529)
  4. [SANER-2019] A Neural Model for Method Name Generation from Functional Description

    The 26th IEEE International Conference on Software Analysis, Evolution, and Reengineering, Hangzhou, China.

    Sa Gao, Chunyang Chen, Zhenchang Xing, Yukun Ma, Wen Song, Shang-Wei Lin

    To appear · Acceptance rate: 29.8% (45/151)
  5. [EMSE] What's Spain's Paris? Mining Analogical Libraries from Q&A Discussions

    Springer Empirical Software Engineering

    Chunyang Chen, Zhenchang Xing, Yang Liu

    PDF · Impact factor: 2.933
  6. [CSCW-2018] Data-Driven Proactive Policy Assurance of Post Quality in Community Q&A Sites

    Proceedings of the ACM on Human-Computer Interaction, Volume. 2, No. CSCW, November 2018, pp. 33:1-33:22

    Chunyang Chen, Xi Chen, Jiamou Sun, Zhenchang Xing, Guoqiang Li

    PDF · Acceptance rate: 25.6% (185/722)
  7. [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)
  8. [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
  9. [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)
  10. [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)
  11. [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)
  12. [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
  13. [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)
  14. [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)
  15. [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)
  16. [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
  17. [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%

Awards

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

Supervised students

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

Service

  • Reviewer for EMSE and ASE journal
  • PC for SANER'19 ERA, Tool
  • PC for ICSME'18 NIER

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