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Mobile-Agent-E: Self-Evolving Mobile Assistant for Complex Tasks

20 January 2025

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Papers citing "Mobile-Agent-E: Self-Evolving Mobile Assistant for Complex Tasks"

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Title
A Variance-Based Analysis of Sample Complexity for Grid Coverage Lyu Yuhuan 140 0 0 21 Nov 2025
WebCoach: Self-Evolving Web Agents with Cross-Session Memory Guidance Genglin Liu Shijie Geng Sha Li Hejie Cui Sarah Zhang Xin Liu Tianyi Liu CLL 430 0 0 17 Nov 2025
Measuring the Security of Mobile LLM Agents under Adversarial Prompts from Untrusted Third-Party Channels Chenghao Du Quanfeng Huang Tingxuan Tang Zihao Wang Adwait Nadkarni Yue Xiao AAML 201 0 0 31 Oct 2025
OSWorld-MCP: Benchmarking MCP Tool Invocation In Computer-Use Agents Hongrui Jia Jitong Liao X. Zhang Haiyang Xu Tianbao Xie Chaoya Jiang Ming Yan Si Liu Wei Ye Fei Huang 88 3 0 28 Oct 2025
See, Think, Act: Online Shopper Behavior Simulation with VLM Agents Yimeng Zhang Jiri Gesi Ran Xue Tian Wang Ziyi Wang ... Qingjun Cui Yufan Guo Jing Huang Mubarak Shah Dakuo Wang OffRL 136 0 0 22 Oct 2025
AndroidControl-Curated: Revealing the True Potential of GUI Agents through Benchmark Purification Ho Fai Leung Xiaoyan Xi Fei Zuo ELM 81 0 0 21 Oct 2025
CORE: Reducing UI Exposure in Mobile Agents via Collaboration Between Cloud and Local LLMs Gucongcong Fan Chaoyue Niu Chengfei Lyu Fan Wu Guihai Chen 104 1 0 17 Oct 2025
ColorBench: Benchmarking Mobile Agents with Graph-Structured Framework for Complex Long-Horizon Tasks Yuanyi Song Heyuan Huang Qiqiang Lin Yin Zhao Xiangmou Qu ... Zhuosheng Zhang Jun Wang Yong Yu Weinan Zhang Zhaoxiang Wang LLMAG OffRL 100 1 0 16 Oct 2025
Practical and Stealthy Touch-Guided Jailbreak Attacks on Deployed Mobile Vision-Language Agents Renhua Ding Xiao Yang Zhengwei Fang Jun Luo Kun He Jun Zhu AAML 238 1 0 09 Oct 2025
LatentEvolve: Self-Evolving Test-Time Scaling in Latent Space G. Zhang Fanci Meng Guancheng Wan Ruoyao Xiao Kun Wang Z. Yin Wenlong Zhang Shuicheng Yan LRM 124 1 0 29 Sep 2025
MemGen: Weaving Generative Latent Memory for Self-Evolving Agents Guibin Zhang Muxin Fu Shuicheng Yan LLMAG 298 2 0 29 Sep 2025
RISK: A Framework for GUI Agents in E-commerce Risk Management Renqi Chen Zeyin Tao Jianming Guo Jingzhe Zhu Yiheng Peng Qingqing Sun Tianyi Zhang Shuai Chen 84 0 0 26 Sep 2025
Robust, Observable, and Evolvable Agentic Systems Engineering: A Principled Framework Validated via the Fairy GUI Agent Jiazheng Sun Te Yang Jiayang Niu Mingxuan Li Yongyong Lu Ruimeng Yang Xin Peng Xin Peng LLMAG 90 0 0 25 Sep 2025
MAS-Bench: A Unified Benchmark for Shortcut-Augmented Hybrid Mobile GUI Agents P. Zhao Guangyi Liu Yaozhen Liang Weiqing He Z. Lu ... Yaxuan Guo Kexin Zhang Hao Wang Liang Liu Yong Liu LLMAG 60 1 0 08 Sep 2025
MobileRAG: Enhancing Mobile Agent with Retrieval-Augmented Generation Gowen Loo Chang Liu Qinghong Yin Xiang Chen Jiawei Chen Jingyuan Zhang Yu Tian 80 0 0 04 Sep 2025
PG-Agent: An Agent Powered by Page Graph Weizhi Chen Ziwei Wang Leyang Yang Sheng Zhou Xiaoxuan Tang Jiajun Bu Yong Li Wei Jiang LLMAG 75 1 0 27 Aug 2025
InquireMobile: Teaching VLM-based Mobile Agent to Request Human Assistance via Reinforcement Fine-Tuning Qihang Ai Pi Bu Yue Cao Y. X. R. Wang Jihao Gu ... Wei Jiang Zhicheng Zheng Jun Song Yuning Jiang Bo Zheng LRM 82 1 0 27 Aug 2025
AppAgent-Pro: A Proactive GUI Agent System for Multidomain Information Integration and User Assistance Yuyang Zhao Wentao Shi Fuli Feng Xiangnan He LLMAG 171 0 0 26 Aug 2025
PerPilot: Personalizing VLM-based Mobile Agents via Memory and Exploration Xin Wang Zhiyao Cui Hao Li Ya Zeng Chenxu Wang ... Qiaosheng Zhang Jinzhuo Liu Siyue Ren Shuyue Hu Zhen Wang 40 1 0 25 Aug 2025
Mobile-Agent-v3: Fundamental Agents for GUI Automation Jiabo Ye Xi Zhang Haiyang Xu Haowei Liu Junyang Wang ... Jitong Liao Qi Zheng Fei Huang Jingren Zhou Ming Yan LLMAG LM&Ro 224 28 0 21 Aug 2025
CRAFT-GUI: Curriculum-Reinforced Agent For GUI Tasks Songqin Nong Jingxuan Xu Sheng Zhou Jianfeng Chen Xiaoxuan Tang Tao Jiang Wenhao Xu 92 0 0 15 Aug 2025
UI-Venus Technical Report: Building High-performance UI Agents with RFT Zhangxuan Gu Zhengwen Zeng Zhenyu Xu Xingran Zhou Shuheng Shen ... Yuan Guo Yong Deng Zhenyu Guo Liang Chen Weiqiang Wang LLMAG LM&Ro 255 14 0 14 Aug 2025
Quick on the Uptake: Eliciting Implicit Intents from Human Demonstrations for Personalized Mobile-Use Agents Zheng Wu Heyuan Huang Y. Yang Yuanyi Song Xingyu Lou Weiwen Liu Weinan Zhang Jun Wang Zhuosheng Zhang 100 4 0 12 Aug 2025
MVISU-Bench: Benchmarking Mobile Agents for Real-World Tasks by Multi-App, Vague, Interactive, Single-App and Unethical Instructions Zeyu Huang Juyuan Wang L. Chen Boyi Xiao Leng Cai Yawen Zeng Jin Xu 96 2 0 12 Aug 2025
Uncertainty-Aware GUI Agent: Adaptive Perception through Component Recommendation and Human-in-the-Loop Refinement Chao Hao Shuai Wang Kaiwen Zhou 138 7 0 06 Aug 2025
NatureGAIA: Pushing the Frontiers of GUI Agents with a Challenging Benchmark and High-Quality Trajectory Dataset Zihan Zheng Tianle Cui Chuwen Xie Jiahui Zhang Jiahui Pan Lewei He Qianglong Chen LLMAG 152 0 0 02 Aug 2025
OS-MAP: How Far Can Computer-Using Agents Go in Breadth and Depth? Xuetian Chen Yinghao Chen Xinfeng Yuan Zhuo Peng Lu Chen ... Tianbao Xie Zhiyong Wu Qiushi Sun Biqing Qi Bowen Zhou 147 3 0 25 Jul 2025
Shop-R1: Rewarding LLMs to Simulate Human Behavior in Online Shopping via Reinforcement Learning Yimeng Zhang Tian Wang Jiri Gesi Liang Luo Yuxuan Lu ... Ran Xue Houyu Zhang Qingjun Cui Yufan Guo Dakuo Wang OffRL RALM LRM 213 5 0 23 Jul 2025
GUI-G $^2$ : Gaussian Reward Modeling for GUI Grounding Fei Tang Zhangxuan Gu Zhengxi Lu Xuyang Liu Shuheng Shen ... Wenqi Zhang Yongliang Shen Weiming Lu Jun Xiao Yueting Zhuang 293 22 0 21 Jul 2025
MobileUse: A GUI Agent with Hierarchical Reflection for Autonomous Mobile Operation Ning Li Xiangmou Qu Jiamu Zhou Jun Wang Muning Wen Kounianhua Du Xingyu Lou Qiuying Peng Ning Yang Weinan Zhang 165 14 0 21 Jul 2025
Mobile-R1: Towards Interactive Reinforcement Learning for VLM-Based Mobile Agent via Task-Level Rewards Jihao Gu Qihang Ai Y. X. R. Wang Pi Bu Jingxuan Xing ... Yingxiu Zhao Ming-Liang Zhang Jun Song Yuning Jiang Bo Zheng LRM 138 6 0 25 Jun 2025
Poison Once, Control Anywhere: Clean-Text Visual Backdoors in VLM-based Mobile Agents Xuan Wang Yaning Tan Zhe Liu Yi Yu Yuliang Lu Xiaochun Cao Ee-Chien Chang X. Gao AAML 420 0 0 16 Jun 2025
Towards Pervasive Distributed Agentic Generative AI -- A State of The Art Gianni Molinari Fabio Ciravegna LLMAG LM&Ro AI4CE 205 3 0 16 Jun 2025
Mirage-1: Augmenting and Updating GUI Agent with Hierarchical Multimodal Skills Yuquan Xie Zaijing Li Rui Shao Gongwei Chen Kaiwen Zhou Yinchuan Li Dongmei Jiang Liqiang Nie LLMAG 289 3 0 12 Jun 2025
Atomic-to-Compositional Generalization for Mobile Agents with A New Benchmark and Scheduling System Yuan Guo Tingjia Miao Zheng Wu Pengzhou Cheng Ming Zhou Zhuosheng Zhang 162 6 0 10 Jun 2025
Look Before You Leap: A GUI-Critic-R1 Model for Pre-Operative Error Diagnosis in GUI Automation Yuyang Wanyan Xi Zhang Haiyang Xu Haowei Liu Junyang Wang ... Ming Yan Fei Huang Xiaoshan Yang Weiming Dong Changsheng Xu LLMAG LRM 366 7 0 05 Jun 2025
Agent-SAMA: State-Aware Mobile Assistant Linqiang Guo Wei Liu Yi Wen Heng Tse-Hsun Chen Chen Yang Wang LLMAG 266 1 0 29 May 2025
BacktrackAgent: Enhancing GUI Agent with Error Detection and Backtracking Mechanism Qinzhuo Wu Pengzhi Gao Wei Liu Jian Luan LLMAG 195 5 0 27 May 2025
Aggregated Structural Representation with Large Language Models for Human-Centric Layout Generation Jiongchao Jin Shengchu Zhao Dajun Chen Wei Jiang Yong Li 173 0 0 26 May 2025
MSD-LLM: Predicting Ship Detention in Port State Control Inspections with Large Language Model Jiongchao Jin Xiuju Fu Natchapon Jongwiriyanurak Tao Cheng Ran Yan AI4CE 270 0 0 26 May 2025
Get Experience from Practice: LLM Agents with Record & Replay Erhu Feng Wenbo Zhou Zibin Liu Le Chen Yunpeng Dong ... Yisheng Zhao Dong Du Zhichao Hua Yubin Xia Haibo Chen 347 6 0 23 May 2025
FullFront: Benchmarking MLLMs Across the Full Front-End Engineering Workflow Haoyu Sun Huichen Will Wang Jiawei Gu Linjie Li Yu Cheng VLM 271 5 0 23 May 2025
Mobile-Agent-V: A Video-Guided Approach for Effortless and Efficient Operational Knowledge Injection in Mobile Automation Junyang Wang Haiyang Xu Xi Zhang Ming Yan Ji Zhang Fei Huang Jitao Sang 397 0 0 20 May 2025
EcoAgent: An Efficient Device-Cloud Collaborative Multi-Agent Framework for Mobile Automation Biao Yi Xavier Hu Yexin Chen Shengyu Zhang Hongxia Yang Fan Wu LLMAG 1.0K 3 0 08 May 2025
Divide, Optimize, Merge: Fine-Grained LLM Agent Optimization at Scale Jiale Liu Yifan Zeng Shaokun Zhang Chi Zhang Malte Højmark-Bertelsen Marie Normann Gadeberg Hongru Wang Qingyun Wu 226 3 0 06 May 2025
EscapeCraft: A 3D Room Escape Environment for Benchmarking Complex Multimodal Reasoning Ability Xiping Hu Yurui Dong Ziyue Wang Minyuan Ruan Zhili Cheng Chong Chen Ziwei Sun Yang Liu LRM 510 2 0 13 Mar 2025
AutoEval: A Practical Framework for Autonomous Evaluation of Mobile Agents Jiahui Sun Zhichao Hua Yubin Xia 358 5 0 04 Mar 2025
GUI Agents: A SurveyAnnual Meeting of the Association for Computational Linguistics (ACL), 2024 Dang Nguyen Jian Chen Yu Wang Gang Wu Namyong Park ... Trung H. Bui Wanrong Zhu Ryan Rossi Franck Dernoncourt Franck Dernoncourt LLMAG 3DV LM&Ro AI4CE 343 41 0 18 Dec 2024
GUI Agents with Foundation Models: A Comprehensive Survey Shuai Wang Wen Liu Jingxuan Chen Weinan Gan Xingshan Zeng ... Bin Wang Chuhan Wu Yasheng Wang Ruiming Tang Jianye Hao LLMAG 359 68 0 07 Nov 2024
Foundations and Recent Trends in Multimodal Mobile Agents: A Survey Biao Wu Yanda Li Meng Fang Zirui Song Zhiwei Zhang Yunchao Wei LM&Ro LLMAG OffRL AI4TS 299 18 0 04 Nov 2024

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Mobile-Agent-E: Self-Evolving Mobile Assistant for Complex Tasks

Papers citing "Mobile-Agent-E: Self-Evolving Mobile Assistant for Complex Tasks"