Mengzhuo Chen

According to our database, Mengzhuo Chen authored at least 11 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

VEM: Environment-Free Exploration for Training GUI Agent with Value Environment Model.

Mengzhuo Chen, Jiani Zheng, Lu Wang, Fangkai Yang, Chaoyun Zhang, Lingrui Mei, Wenjie Yin, Qingwei Lin, Dongmei Zhang, Saravan Rajmohan

Trans. Mach. Learn. Res., 2026

Seeing the Whole Elephant: A Benchmark for Failure Attribution in LLM-based Multi-Agent Systems.

Mengzhuo Chen, Junjie Wang, Fangwen Mu, Yawen Wang, Zhe Liu, Huanxiang Feng, Qing Wang

Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2026

2025

Seeing is Believing: Vision-Driven Non-Crash Functional Bug Detection for Mobile Apps.

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

IEEE Trans. Software Eng., December, 2025

Standing on the Shoulders of Giants: Bug-Aware Automated GUI Testing via Retrieval Augmentation.

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

Proc. ACM Softw. Eng., 2025

Beyond Static GUI Agent: Evolving LLM-based GUI Testing via Dynamic Memory.

Mengzhuo Chen, Zhe Liu, Chunyang Chen, Junjie Wang, Yangguang Xue, Boyu Wu, Yuekai Huang, Libin Wu, Qing Wang

Proceedings of the 40th IEEE/ACM International Conference on Automated Software Engineering, 2025

2024

CultureLLM: Incorporating Cultural Differences into Large Language Models.

Cheng Li, Mengzhuo Chen, Jindong Wang, Sunayana Sitaram, Xing Xie

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

Testing the Limits: Unusual Text Inputs Generation for Mobile App Crash Detection with Large Language Model.

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

Proceedings of the 46th IEEE/ACM International Conference on Software Engineering, 2024

Make LLM a Testing Expert: Bringing Human-like Interaction to Mobile GUI Testing via Functionality-aware Decisions.

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

Proceedings of the 46th IEEE/ACM International Conference on Software Engineering, 2024

Unblind Text Inputs: Predicting Hint-text of Text Input in Mobile Apps via LLM.

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

Proceedings of the CHI Conference on Human Factors in Computing Systems, 2024

2023

Testing the Limits: Unusual Text Inputs Generation for Mobile App Crash Detection with Large Language Model.

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

CoRR, 2023

Chatting with GPT-3 for Zero-Shot Human-Like Mobile Automated GUI Testing.

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

CoRR, 2023