Projects per year
Personal profile
Biography
Chunyang is a senior lecturer in the Faculty of Information Technology, Monash University, Australia. He obtained his Ph.D from School of Computer Science and Engineering, Nanyang Technological University (NTU), Singapore. You can find more information on his personal page.
His research focuses on Mining Software Repositories, Automated Software Development, Deep Learning, and Human-Computer Interaction. Specifically, he applies AI/ML, NLP and program analysis technology in the following three directions:
1. AI-assisted Automated Mobile App Development
- App Usability/Accessibility Testing
e.g., Can mobile apps be more accessible for people with visual impairments? (ICSE’20)
e.g., How to test the animation effect of the running apps? (ICSE’20)
- Automate App UI Design & Implementation
e.g., How to generate front-end code for the UI design? (ICSE’18)
e.g., How to statically get the storyboard of Android apps? (ICSE’19)
e.g., How to help designer get inspiration for UI design? (CSCW’20)
2. (AI-empowered) Mining Software Repository
- Ensuring the quality of Q&A platform
e.g., How to extract word deviations from unstructured text? (ICSE’17)
e.g., Can collaborative editing in Q&A posts be automated by deep learning? (CSCW’17)
e.g., How to spot potential issues of the post before its release? (CSCW’18)
- Mining Similar Technologies for Software Migration
e.g., Can similar third-party libraries be mined from Stack Overflow? (SANER’16)
e.g., How to search English programming questions by Chinese queries? (ASE’16)
e.g., How to distil the difference between similar software technologies? (ASE’18)
e.g., Can similar APIs be mined from GitHub? (TSE’19)
3. Testing Deep Neural Network
e.g., How to ensure the robustness of neural network? (ASE’18)
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Education/Academic qualification
Computer Science, Doctor of Philosophy, Nanyang Technological University
Award Date: 15 Jul 2018
Electronic Engineering, Bachelor of Engineering, Beijing University of Posts and Telecommunications
Award Date: 24 Jun 2014
Research area keywords
- Software Engineering
- Deep Learning
- Text mining
- Human computer interaction, multimedia
Network
Projects
- 1 Finished
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UI2code: Automatically Generating Code for User Interface
Facebook, Inc. (United States)
1/08/20 → 31/07/21
Project: Research
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Automatically distilling storyboard with rich features for Android apps
Chen, S., Fan, L., Chen, C. & Liu, Y., 1 Feb 2023, In: IEEE Transactions on Software Engineering. 49, 2, p. 667-683 34 p.Research output: Contribution to journal › Article › Research › peer-review
2 Citations (Scopus) -
Nighthawk: fully automated localizing UI display issues via visual understanding
Liu, Z., Chen, C., Wang, J., Huang, Y., Hu, J. & Wang, Q., 1 Jan 2023, In: IEEE Transactions on Software Engineering. 49, 1, p. 403-418 18 p.Research output: Contribution to journal › Article › Research › peer-review
1 Citation (Scopus) -
Accessible or not? An empirical investigation of Android app accessibility
Chen, S., Chen, C., Fan, L., Fan, M., Zhan, X. & Liu, Y., 1 Oct 2022, In: IEEE Transactions on Software Engineering. 48, 10, p. 3954-3968 15 p.Research output: Contribution to journal › Article › Research › peer-review
3 Citations (Scopus) -
An empirical study on how well do COVID-19 information dashboards service user information needs
Li, X., Wang, H., Chen, C. & Grundy, J., 1 May 2022, In: IEEE Transactions on Services Computing. 15, 3, p. 1178-1192 15 p.Research output: Contribution to journal › Article › Research › peer-review
1 Citation (Scopus) -
An empirical study on how well do COVID-19 information dashboards service users' information needs
Li, X., Wang, H., Chen, C. & Grundy, J., 2022, Proceedings - 2022 IEEE World Congress on Services, SERVICES 2022. Ardagna, C. A., Chang, C. K., Chang, R. N., Damiani, E., Ward, R., Xhafa, F. & Zhang, J. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 24 1 p. (Proceedings - 2022 IEEE World Congress on Services, SERVICES 2022).Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Other
Prizes
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ACM SIGSOFT Distinguished Paper Award
Chen, Chunyang (Recipient) & Feng, S. (Recipient), Feb 2023
Prize: Prize (including medals and awards)
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ACM SIGSOFT Distinguished Paper Award in ASE'18
Chen, Chunyang (Recipient), Oct 2018
Prize: Prize (including medals and awards)
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ACM SIGSOFT Distinguished Paper Award in ICSE'20
Chen, Chunyang (Recipient), Jul 2020
Prize: Prize (including medals and awards)
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ACM SIGSOFT Distinguished Paper Award in ICSE'21
Chen, Chunyang (Recipient), 19 Apr 2021
Prize: Prize (including medals and awards)
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ACM SIGSOFT Early Career Researcher Award
Chen, Chunyang (Recipient), Mar 2023
Prize: Prize (including medals and awards)