Zhengxi Lu

According to our database, Zhengxi Lu authored at least 25 papers between 2025 and 2026.

Collaborative distances:

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

2026

GUI-CIDER: Mid-training GUI Agents via Causal Internalization and Density-aware Exemplar Reselection.

Zheng Wu, Chengcheng Han, Zhengxi Lu, Tianjie Ju, Yanyu Chen, Qi Gu, Xunliang Cai, Zhuosheng Zhang

CoRR, May, 2026

Maestro: Reinforcement Learning to Orchestrate Hierarchical Model-Skill Ensembles.

Jinyang Wu, Guocheng Zhai, Ruihan Jin, Yuhao Shen, Zhengxi Lu, Fan Zhang, Haoran Luo, Zheng Lian, Zhengqi Wen, Jianhua Tao

CoRR, May, 2026

Self-Distilled Agentic Reinforcement Learning.

Zhengxi Lu, Zhiyuan Yao, Zhu Han, Zi-Han Wang, Jinyang Wu, Qi Gu, Xunliang Cai, Weiming Lu, Jun Xiao, Yueting Zhuang, Yongliang Shen

CoRR, May, 2026

Skill1: Unified Evolution of Skill-Augmented Agents via Reinforcement Learning.

Yaorui Shi, Yuxin Chen, Zhengxi Lu, Yuchun Miao, Shugui Liu, Qi Gu, Xunliang Cai, Xiang Wang, An Zhang

CoRR, May, 2026

UI-Zoomer: Uncertainty-Driven Adaptive Zoom-In for GUI Grounding.

Fei Tang, Bofan Chen, Zhengxi Lu, Tongbo Chen, Songqin Nong, Tao Jiang, Wenhao Xu, Weiming Lu, Jun Xiao, Yueting Zhuang, Yongliang Shen

CoRR, April, 2026

KnowU-Bench: Towards Interactive, Proactive, and Personalized Mobile Agent Evaluation.

Tongbo Chen, Zhengxi Lu, Zhan Xu, Guocheng Shao, Shaohan Zhao, Fei Tang, Yong Du, Kaitao Song, Yizhou Liu, Yuchen Yan, Wenqi Zhang, Xu Tan, Weiming Lu, Jun Xiao, Yueting Zhuang, Yongliang Shen

CoRR, April, 2026

SKILL0: In-Context Agentic Reinforcement Learning for Skill Internalization.

Zhengxi Lu, Zhiyuan Yao, Jinyang Wu, Chengcheng Han, Qi Gu, Xunliang Cai, Weiming Lu, Jun Xiao, Yueting Zhuang, Yongliang Shen

CoRR, April, 2026

Code-A1: Adversarial Evolving of Code LLM and Test LLM via Reinforcement Learning.

Aozhe Wang, Yuchen Yan, Nan Zhou, Zhengxi Lu, Weiming Lu, Jun Xiao, Yueting Zhuang, Yongliang Shen

CoRR, March, 2026

MemGUI-Bench: Benchmarking Memory of Mobile GUI Agents in Dynamic Environments.

Guangyi Liu, Pengxiang Zhao, Yaozhen Liang, Qinyi Luo, Shunye Tang, Yuxiang Chai, Weifeng Lin, Han Xiao, Wenhao Wang, Siheng Chen, Zhengxi Lu, Gao Wu, Hao Wang, Liang Liu, Yong Liu

CoRR, February, 2026

FS-SFF: A domain-knowledge driven framework based on deep learning for 3D metrology of aero-engine cooling holes.

Lei Li, Bing Li, Binglin Bao, Zhengxi Lu, Yifei Xu, Xiang Wei

Expert Syst. Appl., 2026

MAS-Bench: A Unified Benchmark for Shortcut-Augmented Hybrid Mobile GUI Agents.

Pengxiang Zhao, Guangyi Liu, Yaozhen Liang, Weiqing He, Zhengxi Lu, WenHao Wang, Yuehao Huang, Yuxiang Chai, Zhaolu Kang, Yaxuan Guo, Hao Wang, Kexin Zhang, Liang Liu, Yong Liu

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

Experience-driven Multi-turn Reinforcement Learning for GUI Agents.

Zhengxi Lu, Jiabo Ye, Fei Tang, Yongliang Shen, Haiyang Xu, Ziwei Zheng, Weiming Lu, Ming Yan, Fei Huang, Jun Xiao, Yueting Zhuang

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

UI-Copilot: Advancing Long-Horizon GUI Automation via Tool-Integrated Policy Optimization.

Zhengxi Lu, Fei Tang, Guangyi Liu, Jin Ma, Kaitao Song, Xu Tan, Wenqi Zhang, Weiming Lu, Jun Xiao, Yueting Zhuang, Yongliang Shen

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

GUI-G²: Gaussian Reward Modeling for GUI Grounding.

Fei Tang, Zhangxuan Gu, Zhengxi Lu, Xuyang Liu, Shuheng Shen, Changhua Meng, Wen Wang, Wenqi Zhang, Yongliang Shen, Weiming Lu, Jun Xiao, Yueting Zhuang

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

UI-R1: Enhancing Efficient Action Prediction of GUI Agents by Reinforcement Learning.

Zhengxi Lu, Yuxiang Chai, Yaxuan Guo, Xi Yin, Liang Liu, Hao Wang, Han Xiao, Shuai Ren, Pengxiang Zhao, Guangyi Liu, Guanjing Xiong, Hongsheng Li

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

Test-Time Reinforcement Learning for GUI Grounding via Region Consistency.

Yong Du, Yuchen Yan, Fei Tang, Zhengxi Lu, Chang Zong, Weiming Lu, Shengpei Jiang, Yongliang Shen

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

M³-Verse: A "Spot the Difference" Challenge for Large Multimodal Models.

Kewei Wei, Bocheng Hu, Jie Cao, Xiaohan Chen, Zhengxi Lu, Wubing Xia, Weili Xu, Jiaao Wu, Junchen He, Mingyu Jia, Ciyun Zhao, Ye Sun, Yizhi Li, Zhonghan Zhao, Jian Zhang, Gaoang Wang

CoRR, December, 2025

UI-S1: Advancing GUI Automation via Semi-online Reinforcement Learning.

Zhengxi Lu, Jiabo Ye, Fei Tang, Yongliang Shen, Haiyang Xu, Ziwei Zheng, Weiming Lu, Ming-Hsuan Yang, Fei Huang, Jun Xiao, Yueting Zhuang

CoRR, September, 2025

MAS-Bench: A Unified Benchmark for Shortcut-Augmented Hybrid Mobile GUI Agents.

Pengxiang Zhao, Guangyi Liu, Yaozhen Liang, Weiqing He, Zhengxi Lu, Yuehao Huang, Yaxuan Guo, Kexin Zhang, Hao Wang, Liang Liu, Yong Liu

CoRR, September, 2025

Mobile-Agent-v3: Fundamental Agents for GUI Automation.

Jiabo Ye, Xi Zhang, Haiyang Xu, Haowei Liu, Junyang Wang, Zhaoqing Zhu, Ziwei Zheng, Feiyu Gao, Junjie Cao, Zhengxi Lu, Jitong Liao, Qi Zheng, Fei Huang, Jingren Zhou, Ming Yan

CoRR, August, 2025

GUI-G²: Gaussian Reward Modeling for GUI Grounding.

Fei Tang, Zhangxuan Gu, Zhengxi Lu, Xuyang Liu, Shuheng Shen, Changhua Meng, Wen Wang, Wenqi Zhang, Yongliang Shen, Weiming Lu, Jun Xiao, Yueting Zhuang

CoRR, July, 2025

ProtPainter: Draw or Drag Protein via Topology-guided Diffusion.

Zhengxi Lu, Shizhuo Cheng, Yuru Jiang, Yan Zhang, Min Zhang

CoRR, April, 2025

UI-R1: Enhancing Action Prediction of GUI Agents by Reinforcement Learning.

Zhengxi Lu, Yuxiang Chai, Yaxuan Guo, Xi Yin, Liang Liu, Hao Wang, Guanjing Xiong, Hongsheng Li

CoRR, March, 2025

LLM-Powered GUI Agents in Phone Automation: Surveying Progress and Prospects.

Guangyi Liu, Pengxiang Zhao, Yaozhen Liang, Liang Liu, Yaxuan Guo, Han Xiao, Weifeng Lin, Yuxiang Chai, Yue Han, Shuai Ren, Hao Wang, Xiaoyu Liang, Wenhao Wang, Tianze Wu, Zhengxi Lu, Siheng Chen, LiLinghao, Hao Wang, Guanjing Xiong, Yong Liu, Hongsheng Li

Trans. Mach. Learn. Res., 2025

ProtPainter: Draw or Drag Protein via Topology-guided Diffusion.

Zhengxi Lu, Shizhuo Cheng, Tintin Jiang, Yan Zhang, Min Zhang

Proceedings of the Thirteenth International Conference on Learning Representations, 2025