Mengzhou Wu

According to our database, Mengzhou Wu authored at least 13 papers between 2024 and 2026.

Collaborative distances:

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

2026

UI-Oceanus: Scaling GUI Agents with Synthetic Environmental Dynamics.

Mengzhou Wu, Yuzhe Guo, Yuan Cao, Haochuan Lu, Songhe Zhu, Pingzhe Qu, Xin Chen, Kang Qin, Zhongpu Wang, Xiaode Zhang, Xinyi Wang, Wei Dai, Gang Cao, Yuetang Deng, Zhi Gong, Dezhi Ran, Linyi Li, Wei Yang, Tao Xie

CoRR, April, 2026

An Empirical Study and Theoretical Explanation on Task-Level Model-Merging Collapse.

Yuan Cao, Dezhi Ran, Yuzhe Guo, Mengzhou Wu, Simin Chen, Linyi Li, Wei Yang, Tao Xie

CoRR, March, 2026

GUI-GENESIS: Automated Synthesis of Efficient Environments with Verifiable Rewards for GUI Agent Post-Training.

Yuan Cao, Dezhi Ran, Mengzhou Wu, Yuzhe Guo, Xin Chen, Ang Li, Gang Cao, Gong Zhi, Hao Yu, Linyi Li, Wei Yang, Tao Xie

CoRR, February, 2026

2025

From User Interface to Agent Interface: Efficiency Optimization of UI Representations for LLM Agents.

Dezhi Ran, Zhi Gong, Yuzhe Guo, Mengzhou Wu, Yuan Cao, Haochuan Lu, Hengyu Zhang, Xia Zeng, Gang Cao, Liangchao Yao, Yuetang Deng, Wei Yang, Tao Xie

CoRR, December, 2025

KernelBand: Boosting LLM-based Kernel Optimization with a Hierarchical and Hardware-aware Multi-armed Bandit.

Dezhi Ran, Shuxiao Xie, Mingfang Ji, Ziyue Hua, Mengzhou Wu, Yuan Cao, Yuzhe Guo, Hao Yu, Linyi Li, Yitao Hu, Tao Xie

CoRR, November, 2025

AppForge: From Assistant to Independent Developer - Are GPTs Ready for Software Development?

Dezhi Ran, Yuan Cao, Mengzhou Wu, Simin Chen, Yuzhe Guo, Jun Ren, Zihe Song, Hao Yu, Jialei Wei, Linyi Li, Wei Yang, Baishakhi Ray, Tao Xie

CoRR, October, 2025

Foundation Model Engineering: Engineering Foundation Models Just as Engineering Software.

Dezhi Ran, Mengzhou Wu, Wei Yang, Tao Xie

ACM Trans. Softw. Eng. Methodol., June, 2025

Beyond Pass or Fail: A Multi-dimensional Benchmark for Mobile UI Navigation.

Dezhi Ran, Mengzhou Wu, Hao Yu, Yuetong Li, Jun Ren, Yuan Cao, Xia Zeng, Haochuan Lu, Zexin Xu, Mengqian Xu, Ting Su, Liangchao Yao, Ting Xiong, Wei Yang, Yuetang Deng, Assaf Marron, David Harel, Tao Xie

CoRR, January, 2025

Medusa: A Framework for Collaborative Development of Foundation Models with Automated Parameter Ownership Assignment.

Dezhi Ran, Yuan Cao, Yuzhe Guo, Yuetong Li, Mengzhou Wu, Simin Chen, Wei Yang, Tao Xie

Proc. ACM Softw. Eng., 2025

An infrastructure software perspective toward computation offloading between executable specifications and foundation models.

Dezhi Ran, Mengzhou Wu, Yuan Cao, Assaf Marron, David Harel, Tao Xie

Sci. China Inf. Sci., 2025

Element-Aware Fine-Tuning of Vision-Language Models for Cost-Efficient GUI Testing in an Industrial Setting.

Mengzhou Wu, Yuzhe Guo, Yuan Cao, Haochuan Lu, Hengyu Zhang, Xia Zeng, Liangchao Yao, Yuetang Deng, Dezhi Ran, Wei Yang, Tao Xie

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

2024

Skill-Adpative Imitation Learning for UI Test Reuse.

Mengzhou Wu, Hao Wang, Jun Ren, Yuan Cao, Yuetong Li, Alex Jiang, Dezhi Ran, Yitao Hu, Wei Yang, Tao Xie

CoRR, 2024

Guardian: A Runtime Framework for LLM-Based UI Exploration.

Dezhi Ran, Hao Wang, Zihe Song, Mengzhou Wu, Yuan Cao, Ying Zhang, Wei Yang, Tao Xie

Proceedings of the 33rd ACM SIGSOFT International Symposium on Software Testing and Analysis, 2024