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ORCIDZhengxi Lu
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2020 – today
- 2026
[j2]Lei Li
, Bing Li, Binglin Bao, Zhengxi Lu, Yifei Xu, Xiang Wei:
FS-SFF: A domain-knowledge driven framework based on deep learning for 3D metrology of aero-engine cooling holes. Expert Syst. Appl. 314: 131685 (2026)- [c8]Zhengxi Lu, Yuxiang Chai, Yaxuan Guo, Xi Yin, Liang Liu, Hao Wang, Han Xiao, Shuai Ren, Pengxiang Zhao, Guangyi Liu, Guanjing Xiong, Hongsheng Li:
UI-R1: Enhancing Efficient Action Prediction of GUI Agents by Reinforcement Learning. AAAI 2026: 17608-17616 - [c7]Yong Du, Yuchen Yan, Fei Tang, Zhengxi Lu, Chang Zong, Weiming Lu, Shengpei Jiang, Yongliang Shen:
Test-Time Reinforcement Learning for GUI Grounding via Region Consistency. AAAI 2026: 30593-30601 - [c6]Fei Tang, Zhangxuan Gu, Zhengxi Lu, Xuyang Liu, Shuheng Shen, Changhua Meng, Wen Wang, Wenqi Zhang, Yongliang Shen, Weiming Lu, Jun Xiao, Yueting Zhuang:
GUI-G²: Gaussian Reward Modeling for GUI Grounding. AAAI 2026: 33214-33222 - [c5]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:
MAS-Bench: A Unified Benchmark for Shortcut-Augmented Hybrid Mobile GUI Agents. ACL (1) 2026: 6960-6985 - [c4]Zhengxi Lu, Jiabo Ye, Fei Tang, Yongliang Shen, Haiyang Xu, Ziwei Zheng, Weiming Lu, Ming Yan, Fei Huang, Jun Xiao, Yueting Zhuang:
Experience-driven Multi-turn Reinforcement Learning for GUI Agents. ACL (1) 2026: 9474-9496 - [c3]Zhengxi Lu, Fei Tang, Guangyi Liu, Jin Ma, Kaitao Song, Xu Tan, Wenqi Zhang, Weiming Lu, Jun Xiao, Yueting Zhuang, Yongliang Shen:
UI-Copilot: Advancing Long-Horizon GUI Automation via Tool-Integrated Policy Optimization. ACL (1) 2026: 19741-19762 - [c2]Guangyi Liu, Pengxiang Zhao, Liang Liu, Zhiming Chen, Yuxiang Chai, Yaozhen Liang, WenHao Wang, Siheng Chen, Zhengxi Lu, Shuai Ren, Hao Wang, Shibo He, Yong Liu, Wenchao Meng:
LearnAct: Few-Shot Mobile GUI Agent with a Unified Demonstration Benchmark. ACL (Findings) 2026: 29820-29843 - [i20]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:
MemGUI-Bench: Benchmarking Memory of Mobile GUI Agents in Dynamic Environments. CoRR abs/2602.06075 (2026) - [i19]Aozhe Wang, Yuchen Yan, Nan Zhou, Zhengxi Lu, Weiming Lu, Jun Xiao, Yueting Zhuang, Yongliang Shen:
Code-A1: Adversarial Evolving of Code LLM and Test LLM via Reinforcement Learning. CoRR abs/2603.15611 (2026) - [i18]Zhengxi Lu, Zhiyuan Yao, Jinyang Wu, Chengcheng Han, Qi Gu, Xunliang Cai, Weiming Lu, Jun Xiao, Yueting Zhuang, Yongliang Shen:
SKILL0: In-Context Agentic Reinforcement Learning for Skill Internalization. CoRR abs/2604.02268 (2026) - [i17]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:
KnowU-Bench: Towards Interactive, Proactive, and Personalized Mobile Agent Evaluation. CoRR abs/2604.08455 (2026) - [i16]Zhengxi Lu, Fei Tang, Guangyi Liu, Kaitao Song, Xu Tan, Jin Ma, Wenqi Zhang, Weiming Lu, Jun Xiao, Yueting Zhuang, Yongliang Shen:
UI-Copilot: Advancing Long-Horizon GUI Automation via Tool-Integrated Policy Optimization. CoRR abs/2604.13822 (2026) - [i15]Fei Tang, Bofan Chen, Zhengxi Lu, Tongbo Chen, Songqin Nong, Tao Jiang, Wenhao Xu, Weiming Lu, Jun Xiao, Yueting Zhuang, Yongliang Shen:
UI-Zoomer: Uncertainty-Driven Adaptive Zoom-In for GUI Grounding. CoRR abs/2604.14113 (2026) - [i14]Yaorui Shi, Yuxin Chen, Zhengxi Lu, Yuchun Miao, Shugui Liu, Qi Gu, Xunliang Cai, Xiang Wang, An Zhang:
Skill1: Unified Evolution of Skill-Augmented Agents via Reinforcement Learning. CoRR abs/2605.06130 (2026) - [i13]Zhengxi Lu, Zhiyuan Yao, Zhu Han, Zi-Han Wang, Jinyang Wu, Qi Gu, Xunliang Cai, Weiming Lu, Jun Xiao, Yueting Zhuang, Yongliang Shen:
Self-Distilled Agentic Reinforcement Learning. CoRR abs/2605.15155 (2026) - [i12]Jinyang Wu, Guocheng Zhai, Ruihan Jin, Yuhao Shen, Zhengxi Lu, Fan Zhang, Haoran Luo, Zheng Lian, Zhengqi Wen, Jianhua Tao:
Maestro: Reinforcement Learning to Orchestrate Hierarchical Model-Skill Ensembles. CoRR abs/2605.22177 (2026) - [i11]Zheng Wu, Chengcheng Han, Zhengxi Lu, Tianjie Ju, Yanyu Chen, Qi Gu, Xunliang Cai, Zhuosheng Zhang:
GUI-CIDER: Mid-training GUI Agents via Causal Internalization and Density-aware Exemplar Reselection. CoRR abs/2605.28534 (2026) - [i10]Jinwei Xiao, Zhuowen Han, Yueqing Sun, Zhengxi Lu, Yuxin Liu, Zhiyuan Yao, Wentao Chen, Qi Gu, Xunliang Cai:
Finding the Evidence: Discovering Decision-Supporting Tokens for On-Policy Reasoning Distillation. CoRR abs/2606.22830 (2026) - [i9]Shuo Yang, Jinyang Wu, Zhengxi Lu, Yuhao Shen, Fan Zhang, Lang Feng, Shuai Zhang, Haoran Luo, Zheng Lian, Zhengqi Wen, Jianhua Tao:
OPID: On-Policy Skill Distillation for Agentic Reinforcement Learning. CoRR abs/2606.26790 (2026) - 2025
- [j1]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:
LLM-Powered GUI Agents in Phone Automation: Surveying Progress and Prospects. Trans. Mach. Learn. Res. 2025 (2025) - [c1]Zhengxi Lu, Shizhuo Cheng, Tintin Jiang, Yan Zhang, Min Zhang:
ProtPainter: Draw or Drag Protein via Topology-guided Diffusion. ICLR 2025 - [i8]Zhengxi Lu, Yuxiang Chai, Yaxuan Guo, Xi Yin, Liang Liu, Hao Wang, Guanjing Xiong, Hongsheng Li:
UI-R1: Enhancing Action Prediction of GUI Agents by Reinforcement Learning. CoRR abs/2503.21620 (2025) - [i7]Zhengxi Lu, Shizhuo Cheng, Yuru Jiang, Yan Zhang, Min Zhang:
ProtPainter: Draw or Drag Protein via Topology-guided Diffusion. CoRR abs/2504.14274 (2025) - [i6]Fei Tang, Zhangxuan Gu, Zhengxi Lu, Xuyang Liu, Shuheng Shen, Changhua Meng, Wen Wang, Wenqi Zhang, Yongliang Shen, Weiming Lu, Jun Xiao, Yueting Zhuang:
GUI-G2: Gaussian Reward Modeling for GUI Grounding. CoRR abs/2507.15846 (2025) - [i5]Yong Du, Yuchen Yan, Fei Tang, Zhengxi Lu, Chang Zong, Weiming Lu, Shengpei Jiang, Yongliang Shen:
Test-Time Reinforcement Learning for GUI Grounding via Region Consistency. CoRR abs/2508.05615 (2025) - [i4]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:
Mobile-Agent-v3: Fundamental Agents for GUI Automation. CoRR abs/2508.15144 (2025) - [i3]Pengxiang Zhao, Guangyi Liu, Yaozhen Liang, Weiqing He, Zhengxi Lu, Yuehao Huang, Yaxuan Guo, Kexin Zhang, Hao Wang, Liang Liu, Yong Liu:
MAS-Bench: A Unified Benchmark for Shortcut-Augmented Hybrid Mobile GUI Agents. CoRR abs/2509.06477 (2025) - [i2]Zhengxi Lu, Jiabo Ye, Fei Tang, Yongliang Shen, Haiyang Xu, Ziwei Zheng, Weiming Lu, Ming-Hsuan Yang, Fei Huang, Jun Xiao, Yueting Zhuang:
UI-S1: Advancing GUI Automation via Semi-online Reinforcement Learning. CoRR abs/2509.11543 (2025) - [i1]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:
M3-Verse: A "Spot the Difference" Challenge for Large Multimodal Models. CoRR abs/2512.18735 (2025)
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