Publication

Preprints

1. [Arxiv-24] Neuron Patching: Neuron-level Model Editing on Code Generation and LLMs

   Jian Gu, Chunyang Chen, Aldeida Aleti

   PDF
2. [Arxiv-24] On the Semantics of LM Latent Space: A Vocabulary-defined Approach

   Jian Gu, Chunyang Chen, Aldeida Aleti

   PDF
3. [Arxiv-24] Vision-driven Automated Mobile GUI Testing via Multimodal Large Language Model

   Junjie Wang, Yuchao Huang, Chunyang Chen, Zhe Liu, Song Wang, Qing Wang

   PDF

Journal

1. [TOSEM-25] An Empirical Study on Challenges for LLM Developers

   ACM Transactions on Software Engineering and Methodology

   Xiang Chen, Chaoyang Gao, Chunyang Chen, Guangbei Zhang, Yong Liu

   PDF
2. [TSE-24] Software Testing with Large Language Model: Survey, Landscape, and Vision

   IEEE Transactions on Software Engineering

   Junjie Wang, Yuchao Huang, Chunyang Chen, Zhe Liu, Song Wang, Qing Wang

   PDF

Conference

1. [FSE-25] Automated Soap Opera Testing Directed by LLMs and Scenario Knowledge: Feasibility, Challenges, and Road Ahead

   ACM International Conference on the Foundations of Software Engineering

   Yanqi Su, Zhenchang Xing, Chong Wang, Chunyang Chen, Xiwei Xu, Qinghua Lu, Liming Zhu

   PDF · Acceptance rate: 11.4% (70/612)
2. [FSE-25] Standing on the Shoulders of Giants: Bug-Aware Automated GUI Testing via Retrieval Augmentation

   ACM International Conference on the Foundations of Software Engineering

   Mengzhuo Chen, Zhe Liu, Chunyang Chen, Junjie Wang, Boyu Wu, Jun Hu, Qing Wang

   To appear · Acceptance rate: 11.4% (70/612)
3. [ICSE-25-Industry] Agent for User: Testing Multi-User Interactive Features in TikTok

   ACM CHI conference on Human Factors in Computing Systems

   Sidong Feng, Changhao Du, Huaxiao Liu, Qingnan Wang, Zhengwei Lv, Gang Huo, Xu Yang, Chunyang Chen

   Appear soon
4. [UIST-24] GPTVoiceTasker: LLM-Powered Virtual Assistant for Smartphone

   ACM Symposium on User Interface Software and Technology

   Minh Duc Vu, Han Wang, Zhuang Li, Jieshan Chen, Shengdong Zhao, Zhenchang Xing, Chunyang Chen

   PDF · Code
5. [ISSTA-24] Feedback-Driven Automated Whole Bug Report Reproduction for Android Apps

   ACM SIGSOFT International Symposium on Software Testing and Analysis

   Dingbang Wang, Yu Zhao, Sidong Feng, Zhaoxu Zhang, William G.J. Halfond, Chunyang Chen, Xiaoxia Sun, Jiangfan Shi, Tingting Yu

   PDF · Code
6. [CHI-24] Unblind Text Inputs: Predicting Hint-text of Text Input in Mobile Apps via LLM

   ACM CHI conference on Human Factors in Computing Systems

   Zhe Liu, Chunyang Chen, Junjie Wang, Mengzhuo Chen, Boyu Wu, Yuekai Huang, Jun Hu, Qing Wang

   PDF · Demo · Code · Best Paper Honorable Mention · Acceptance rate: 26.4% (1060/4009)
7. [CHI-24] MUD: Towards a Large-Scale and Noise-Filtered UI Dataset for Modern Style UI Modeling

   ACM CHI conference on Human Factors in Computing Systems

   Sidong Feng, Suyu Ma, Han Wang, David Kong, Chunyang Chen

   PDF · Dataset · Acceptance rate: 26.4% (1060/4009)
8. [ICSE-24] Make LLM a Testing Expert: Bringing Human-like Interaction to Mobile GUI Testing via Functionality-aware Decisions

   The 46th International Conference on Software Engineering

   Zhe Liu, Chunyang Chen, Junjie Wang, Mengzhuo Chen, Boyu Wu, Xing Che, Dandan Wang, Qing Wang

   PDF
9. [ICSE-24] Testing the Limits: Unusual Text Inputs Generation for Mobile App Crash Detection with Large Language Model

   The 46th International Conference on Software Engineering

   Zhe Liu, Chunyang Chen, Junjie Wang, Mengzhuo Chen, Boyu Wu, Zhilin Tian, Yuekai Huang, Jun Hu, Qing Wang

   PDF
10. [ICSE-24] Prompting Is All Your Need: Automated Android Bug Replay with Large Language Models

    The 46th International Conference on Software Engineering

    Sidong Feng, Chunyang Chen

    PDF · Acceptance rate: 6.6% (18/274)
11. [ICSE-24] CrashTranslator: Automatically Reproducing Mobile Application Crashes Directly from Stack Trace

    The 46th International Conference on Software Engineering

    Yuchao Huang, Junjie Wang, Zhe Liu, Yawen Wang, Song Wang, Chunyang Chen, Yuanzhe Hu, Qing Wang

    PDF
12. [ICSE-23] Fill in the Blank: Context-aware Automated Text Input Generation for Mobile GUI Testing

    The 45th International Conference on Software Engineering

    Zhe Liu, Chunyang Chen, Junjie Wang, Xing Che, Yuekai Huang, Jun Hu, Qing Wang

    PDF · Code · Acceptance rate: 26% (209/796)