Publications

Chao Peng, Qinyun Wu, Jiangchao Liu, Jierui Liu, Bo Jiang, Mengqian Xu, Yinghao Wang, Xia Liu, Ping Yang (2024). RepoSim: Evaluating Prompt Strategies for Code Completion via User Behavior Simulation. In proceedings of ASE 2024.

Chenyan Liu, Yufan Cai, Yun Lin, Yuhuan Huang, Yunrui Pei, Bo Jiang, Ping Yang, Jin Song Dong, Hong Mei (2024). CoEdPilot: Recommending Code Edits with Learned Prior Edit Relevance, Project-wise Awareness, and Interactive Nature. In proceedings of ISSTA 2024.

Yizhou Liu, Pengfei Gao, Xinchen Wang, Jie Liu, Yexuan Shi, Zhao Zhang, Chao Peng (2024). MarsCode Agent: AI-native Automated Bug Fixing. arXiv.

Qinyun Wu, Chao Peng, Pengfei Gao, Ruida Hu, Haoyu Gan, Bo Jiang, Jinhe Tang, Zhiwen Deng, Zhanming Guan, Cuiyun Gao, Xia Liu, Ping Yang (2024). RepoMasterEval: Evaluating Code Completion via Real-World Repositories. arXiv.

Zhu Tao, Yongqiang Gao, Jiayi Qi, Chao Peng, Qinyun Wu, Xiang Chen, Ping Yang (2024). Neat: Mobile App Layout Similarity Comparison based on Graph Convolutional Networks. In proceedings of FSE 2024.

Chao Peng, Zhengwei Lv, Jiarong Fu, Jiayuan Liang, Zhao Zhang, Ajitha Rajan, Ping Yang (2024). Hawkeye: Change-targeted Testing for Android Apps based on Deep Reinforcement Learning. In proceedings of ICSE 2024 SEIP.

Bowen Li, Wenhan Wu, Ziwei Tang, Lin Shi, John Yang, Jinyang Li, Shunyu Yao, Chen Qian, Binyuan Hui, Qicheng Zhang, Zhiyin Yu, He Du, Ping Yang, Dahua Lin, Chao Peng, Kai Chen (2024). DevBench: A Comprehensive Benchmark for Software Development. arXiv.

Xiaoyun Liang, Jiayi Qi, Yongqiang Gao, Chao Peng, Ping Yang (2023). AG3: Automated Game GUI Text Glitch Detection based on Computer Vision. In proceedings of ESEC/FSE 2023.

Hao Lin, Jiaxing Qiu, Hongyi Wang, Zhenhua Li, Liangyi Gong, Di Gao, Yunhao Liu, Feng Qian, Zhao Zhang, Ping Yang, Tianyin Xu (2023). Virtual Device Farms for Mobile App Testing at Scale: A Pursuit for Fidelity, Efficiency, and Accessibility. In proceedings of MobiCom 2023.

Zongze Jiang, Ming Wen, Yixin Yang, Chao Peng, Ping Yang, Hai Jin (2023). Effective Concurrency Testing for Go via Directional Primitive-constrained Interleaving Exploration. In proceedings of ASE 2023.

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Siwei Wang, Xue Mao, Ziguang Gao, Yujun Gao, Qucheng Shen, Chao Peng (2023). NxtUnit: Automated Unit Test Generation for Go. In proceedings of EASE 2023.

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Jingling Sun, Ting Su, Kai Liu, Chao Peng, Zhao Zhang, Geguang Pu, Tao Xie, Zhendong Su (2022). Characterizing and Finding System Setting-Related Defects in Android Apps. TSE.

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Zhengwei Lv, Chao Peng, Zhao Zhang, Ting Su, Kai Liu, Ping Yang (2022). Fastbot2: Reusable Automated Model-based GUI Testing for Android Enhanced by Reinforcement Learning. In proceedings of ASE 2022.

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Chao Peng, Zhao Zhang, Zhengwei Lv, Ping Yang (2022). MUBot: Learning to Test Large-Scale Commercial Android Apps like a Human. In proceedings of ICSME 2022.

Chao Peng, Yujun Gao, Ping Yang (2022). Automated Server Testing: an Industrial Experience Report. In proceedings of ICSME 2022.

Chao Peng, Ajitha Rajan, Tianqin Cai (2021). CAT: Change-focused Android GUI Testing. In proceedings of ICSME 2021.

Tianqin Cai, Zhao Zhang, Ping Yang (2020). Fastbot: A Multi-Agent Model-Based Test Generation System. In proceedings of AST 2020.