Chenxu Liu 刘宸绪

Publications

Total citations: 470+  |  * indicates equal contribution

1. Judge: Effective State Abstraction for Guiding Automated Web GUI Testing Chenxu Liu, Junheng Wang, Wei Yang, Ying Zhang, Tao Xie ACM Transactions on Software Engineering and Methodology (TOSEM), 2025 CCF-A
2. Booster: Effective and Efficient Web GUI Trace Reduction Based on Multi-Level State Abstraction and Time-Guided Hierarchical Delta Debugging Chenxu Liu, Junheng Wang, Zihe Song, Wei Yang, Ying Zhang, Tao Xie ACM Transactions on Software Engineering and Methodology (TOSEM), 2026 CCF-A
3. WebCoderBench: Benchmarking Web Application Generation with Comprehensive and Interpretable Evaluation Metrics Chenxu Liu, Yingjie Fu, Wei Yang, Ying Zhang, Tao Xie ACL'26 CCF-A
4. ResTest: Targeted Coverage of Residual Uncovered Code Using Large Language Models for Web GUI Testing Chenxu Liu, Zhiyu Gu, Guoquan Wu, Wei Yang, Ying Zhang, Jun Wei, Tao Xie Submitted to ISSTA'26 CCF-A Under Review
5. Understanding Automated Web GUI Testing: An Empirical Study Across Exploration Strategies and State Abstractions Chenxu Liu, Wei Yang, Ying Zhang, Tao Xie Submitted to TOSEM'26 CCF-A Under Review
6. Lil: Less is Less When Applying Post-Training Sparse-Attention Algorithms in Long-Decode Stage Junhao Hu, Fangze Li, MingtaoXu, Feifan Meng, Shiju Zhao, Tiancheng Hu, TingPeng, Anmin Liu, Wenrui Huang, Chenxu Liu*, Ziyue Hua, Tao Xie ACL'26 CCF-A
7. Automated Visual Testing for Mobile Apps in an Industrial Setting Dezhi Ran, Zongyang Li, Chenxu Liu, Wenyu Wang, Weizhi Meng, Xionglin Wu, Hui Jin, Jing Cui, Xing Tang, Tao Xie ICSE 2022 (SEIP Track) CCF-A
8. Deep Reinforcement Learning for Automated Web GUI Testing Zhiyu Gu, Chenxu Liu, Guoquan Wu, Yifei Zhang, ChenXi Yang, Zheheng Liang, Wei Chen, Jun Wei Submitted to TOSEM'26 CCF-A Under Review
9. Inter-Hours Rolling Scheduling of Behind-the-Meter Storage Operating Systems Using Electricity Price Forecasting Based on Deep Convolutional Neural Network Zhuofu Deng, Chenxu Liu*, Zhiliang Zhu International Journal of Electrical Power & Energy Systems (IJEPES), 2021 SCI Q1 · ESI Highly Cited
10. Multi-Scale Convolutional Neural Network with Time-Cognition for Multi-Step Short-Term Load Forecasting Zhuofu Deng, Binbin Wang, Yanlu Xu, Tengteng Xu, Chenxu Liu, Zhiliang Zhu IEEE Access, 2019 SCI Q1

Experience