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Mobile-Agent-v2: Mobile Device Operation Assistant with Effective
  Navigation via Multi-Agent Collaboration

Mobile-Agent-v2: Mobile Device Operation Assistant with Effective Navigation via Multi-Agent Collaboration

3 June 2024
Junyang Wang
Haiyang Xu
Haitao Jia
Xi Zhang
Ming Yan
Weizhou Shen
Ji Zhang
Fei Huang
Jitao Sang
    LM&RoLLMAG
ArXiv (abs)PDFHTMLHuggingFace (35 upvotes)Github (4278★)

Papers citing "Mobile-Agent-v2: Mobile Device Operation Assistant with Effective Navigation via Multi-Agent Collaboration"

50 / 65 papers shown
Transforming Monolithic Foundation Models into Embodied Multi-Agent Architectures for Human-Robot Collaboration
Nan Sun
Bo Mao
Yongchang Li
Chenxu Wang
Di Guo
Huaping Liu
LM&Ro
113
0
0
30 Nov 2025
OSWorld-MCP: Benchmarking MCP Tool Invocation In Computer-Use Agents
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
178
4
0
28 Oct 2025
GhostEI-Bench: Do Mobile Agents Resilience to Environmental Injection in Dynamic On-Device Environments?
GhostEI-Bench: Do Mobile Agents Resilience to Environmental Injection in Dynamic On-Device Environments?
Chiyu Chen
Xinhao Song
Yunkai Chai
Yang Yao
Haodong Zhao
Lijun Li
Jie Li
Yan Teng
Gongshen Liu
Y. Wang
AAMLLLMAG
200
2
0
23 Oct 2025
ColorAgent: Building A Robust, Personalized, and Interactive OS Agent
ColorAgent: Building A Robust, Personalized, and Interactive OS Agent
Ning Li
Qiqiang Lin
Zheng Wu
Xiaoyun Mo
Weiming Zhang
...
Xingyu Lou
Jun Wang
Weiwen Liu
Zhuosheng Zhang
Weinan Zhang
LLMAGVLM
190
0
0
22 Oct 2025
Empowering Real-World: A Survey on the Technology, Practice, and Evaluation of LLM-driven Industry Agents
Empowering Real-World: A Survey on the Technology, Practice, and Evaluation of LLM-driven Industry Agents
Yihong Tang
Kehai Chen
Liang Yue
Jinxin Fan
Caishen Zhou
...
Kaiyang Guo
Xingshan Zeng
Wenjing Cun
L. Shang
Min Zhang
LLMAG
182
0
0
20 Oct 2025
CORE: Reducing UI Exposure in Mobile Agents via Collaboration Between Cloud and Local LLMs
CORE: Reducing UI Exposure in Mobile Agents via Collaboration Between Cloud and Local LLMs
Gucongcong Fan
Chaoyue Niu
Chengfei Lyu
Fan Wu
Guihai Chen
132
1
0
17 Oct 2025
A Survey on Agentic Multimodal Large Language Models
A Survey on Agentic Multimodal Large Language Models
Huanjin Yao
Ruifei Zhang
Jiaxing Huang
Jingyi Zhang
Yibo Wang
...
Ruolin Zhu
Yongcheng Jing
Shunyu Liu
Guanbin Li
Dacheng Tao
LM&RoAIFinAI4TSLRMAI4CE
250
6
0
13 Oct 2025
Training-Free Group Relative Policy Optimization
Training-Free Group Relative Policy Optimization
Yuzheng Cai
Siqi Cai
Yuchen Shi
Zihan Xu
Lichao Chen
...
Zongyi Li
Haojia Lin
Yong Mao
Ke Li
Xing Sun
OffRL
264
7
0
09 Oct 2025
Cross-Embodiment Dexterous Hand Articulation Generation via Morphology-Aware Learning
Cross-Embodiment Dexterous Hand Articulation Generation via Morphology-Aware Learning
Heng Zhang
Kevin Yuchen Ma
Mike Zheng Shou
Weisi Lin
Yan Wu
165
11
0
07 Oct 2025
Agent-ScanKit: Unraveling Memory and Reasoning of Multimodal Agents via Sensitivity Perturbations
Agent-ScanKit: Unraveling Memory and Reasoning of Multimodal Agents via Sensitivity Perturbations
Pengzhou Cheng
Lingzhong Dong
Zeng Wu
Zongru Wu
Zhuosheng Zhang
Chengwei Qin
Zhuosheng Zhang
Gongshen Liu
LLMAG
405
0
0
01 Oct 2025
Learn the Ropes, Then Trust the Wins: Self-imitation with Progressive Exploration for Agentic Reinforcement Learning
Learn the Ropes, Then Trust the Wins: Self-imitation with Progressive Exploration for Agentic Reinforcement Learning
Yulei Qin
Xiaoyu Tan
Zhengbao He
Gang Li
Haojia Lin
...
Yuzheng Cai
Xuan Zhang
Sheng Ye
Ke Li
Xing Sun
404
1
0
26 Sep 2025
MobileRAG: Enhancing Mobile Agent with Retrieval-Augmented Generation
MobileRAG: Enhancing Mobile Agent with Retrieval-Augmented Generation
Gowen Loo
Chang Liu
Qinghong Yin
Xiang Chen
Jiawei Chen
Jingyuan Zhang
Yu Tian
121
0
0
04 Sep 2025
Succeed or Learn Slowly: Sample Efficient Off-Policy Reinforcement Learning for Mobile App Control
Succeed or Learn Slowly: Sample Efficient Off-Policy Reinforcement Learning for Mobile App Control
Georgios Papoudakis
Thomas Coste
Jianye Hao
Jun Wang
Cheng Deng
OffRL
280
0
0
01 Sep 2025
KG-RAG: Enhancing GUI Agent Decision-Making via Knowledge Graph-Driven Retrieval-Augmented Generation
KG-RAG: Enhancing GUI Agent Decision-Making via Knowledge Graph-Driven Retrieval-Augmented Generation
Ziyi Guan
Jason Chun Lok Li
Zhijian Hou
Pingping Zhang
Donglai Xu
...
Pengfei Xian
Wenao Ma
Shengchao Qin
G. Chesi
Ngai Wong
116
1
0
30 Aug 2025
PG-Agent: An Agent Powered by Page Graph
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
146
1
0
27 Aug 2025
AppAgent-Pro: A Proactive GUI Agent System for Multidomain Information Integration and User Assistance
AppAgent-Pro: A Proactive GUI Agent System for Multidomain Information Integration and User Assistance
Yuyang Zhao
Wentao Shi
Fuli Feng
Xiangnan He
LLMAG
233
0
0
26 Aug 2025
PerPilot: Personalizing VLM-based Mobile Agents via Memory and Exploration
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
79
2
0
25 Aug 2025
Mobile-Agent-v3: Fundamental Agents for GUI Automation
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
LLMAGLM&Ro
269
50
0
21 Aug 2025
CRAFT-GUI: Curriculum-Reinforced Agent For GUI Tasks
CRAFT-GUI: Curriculum-Reinforced Agent For GUI Tasks
Songqin Nong
Jingxuan Xu
Sheng Zhou
Jianfeng Chen
Xiaoxuan Tang
Tao Jiang
Wenhao Xu
129
0
0
15 Aug 2025
UI-Venus Technical Report: Building High-performance UI Agents with RFT
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
LLMAGLM&Ro
338
21
0
14 Aug 2025
MVISU-Bench: Benchmarking Mobile Agents for Real-World Tasks by Multi-App, Vague, Interactive, Single-App and Unethical Instructions
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
148
2
0
12 Aug 2025
Uncertainty-Aware GUI Agent: Adaptive Perception through Component Recommendation and Human-in-the-Loop Refinement
Uncertainty-Aware GUI Agent: Adaptive Perception through Component Recommendation and Human-in-the-Loop Refinement
Chao Hao
Shuai Wang
Kaiwen Zhou
208
8
0
06 Aug 2025
NatureGAIA: Pushing the Frontiers of GUI Agents with a Challenging Benchmark and High-Quality Trajectory Dataset
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
187
0
0
02 Aug 2025
MapAgent: Trajectory-Constructed Memory-Augmented Planning for Mobile Task Automation
MapAgent: Trajectory-Constructed Memory-Augmented Planning for Mobile Task Automation
Yi Kong
Dianxi Shi
Guoli Yang
Zhang ke-di
Chenlin Huang
Xiaopeng Li
Songchang Jin
LLMAGLM&Ro
409
3
0
29 Jul 2025
Enhancing Jailbreak Attacks on LLMs via Persona Prompts
Enhancing Jailbreak Attacks on LLMs via Persona Prompts
Zheng Zhang
Peilin Zhao
Deheng Ye
Hao Wang
AAML
172
3
0
28 Jul 2025
OS-MAP: How Far Can Computer-Using Agents Go in Breadth and Depth?
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
188
3
0
25 Jul 2025
GUI-G$^2$: Gaussian Reward Modeling for GUI Grounding
GUI-G2^22: 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
390
28
0
21 Jul 2025
VisualTrap: A Stealthy Backdoor Attack on GUI Agents via Visual Grounding Manipulation
VisualTrap: A Stealthy Backdoor Attack on GUI Agents via Visual Grounding Manipulation
Ziang Ye
Yang Zhang
Wentao Shi
Xiaoyu You
Fuli Feng
Tat-Seng Chua
AAML
339
3
0
09 Jul 2025
Mobile-R1: Towards Interactive Reinforcement Learning for VLM-Based Mobile Agent via Task-Level Rewards
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
242
8
0
25 Jun 2025
Deep Research Agents: A Systematic Examination And Roadmap
Deep Research Agents: A Systematic Examination And Roadmap
Y. Huang
Yihao Chen
Haozheng Zhang
Kang Li
Huichi Zhou
...
Lifeng Shang
Songcen Xu
Jianye Hao
Youssef Attia El Hili
Jun Wang
LLMAG
305
46
0
22 Jun 2025
Towards Pervasive Distributed Agentic Generative AI -- A State of The Art
Towards Pervasive Distributed Agentic Generative AI -- A State of The Art
Gianni Molinari
Fabio Ciravegna
LLMAGLM&RoAI4CE
486
5
0
16 Jun 2025
Multi-level Value Alignment in Agentic AI Systems: Survey and Perspectives
Multi-level Value Alignment in Agentic AI Systems: Survey and Perspectives
Wei Zeng
Hengshu Zhu
Chuan Qin
Han Wu
Yihang Cheng
...
Xiaowei Jin
Yinuo Shen
Zhenxing Wang
Feimin Zhong
Hui Xiong
AI4TS
444
0
0
11 Jun 2025
GUI-Reflection: Empowering Multimodal GUI Models with Self-Reflection Behavior
GUI-Reflection: Empowering Multimodal GUI Models with Self-Reflection Behavior
Penghao Wu
Shengnan Ma
Bo Wang
Jiaheng Yu
Lewei Lu
Ziwei Liu
257
10
0
09 Jun 2025
Look Before You Leap: A GUI-Critic-R1 Model for Pre-Operative Error Diagnosis in GUI Automation
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
LLMAGLRM
411
12
0
05 Jun 2025
XBOUND: Exploring Capability Boundaries of Device-Control Agents at the State Level
XBOUND: Exploring Capability Boundaries of Device-Control Agents at the State Level
Shaoqing Zhang
Kehai Chen
Zhuosheng Zhang
Rumei Li
Rongxiang Weng
Yang Xiang
Liqiang Nie
392
0
0
27 May 2025
BacktrackAgent: Enhancing GUI Agent with Error Detection and Backtracking Mechanism
BacktrackAgent: Enhancing GUI Agent with Error Detection and Backtracking Mechanism
Qinzhuo Wu
Pengzhi Gao
Wei Liu
Jian Luan
LLMAG
270
7
0
27 May 2025
TransBench: Breaking Barriers for Transferable Graphical User Interface Agents in Dynamic Digital Environments
TransBench: Breaking Barriers for Transferable Graphical User Interface Agents in Dynamic Digital EnvironmentsAnnual Meeting of the Association for Computational Linguistics (ACL), 2025
Yuheng Lu
Qian Yu
Hongru Wang
Zeming Liu
Wei Su
Yanping Liu
Yuhang Guo
Maocheng Liang
Yunhong Wang
Haifeng Wang
LLMAG
515
1
0
23 May 2025
Hidden Ghost Hand: Unveiling Backdoor Vulnerabilities in MLLM-Powered Mobile GUI Agents
Hidden Ghost Hand: Unveiling Backdoor Vulnerabilities in MLLM-Powered Mobile GUI Agents
Pengzhou Cheng
Haowen Hu
Zheng Wu
Zongru Wu
Tianjie Ju
Zhuosheng Zhang
Zhuosheng Zhang
LLMAGAAML
406
5
0
20 May 2025
Mobile-Agent-V: A Video-Guided Approach for Effortless and Efficient Operational Knowledge Injection in Mobile Automation
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
476
0
0
20 May 2025
From Assistants to Adversaries: Exploring the Security Risks of Mobile LLM Agents
From Assistants to Adversaries: Exploring the Security Risks of Mobile LLM Agents
Liangxuan Wu
Chao Wang
Tianming Liu
Yanjie Zhao
Haoyu Wang
AAML
457
14
0
19 May 2025
Enhancing Visual Grounding for GUI Agents via Self-Evolutionary Reinforcement Learning
Enhancing Visual Grounding for GUI Agents via Self-Evolutionary Reinforcement Learning
Xinbin Yuan
Jian Zhang
K. Li
Zhuoxuan Cai
Lujian Yao
...
Enguang Wang
Qibin Hou
Jinwei Chen
Peng-Tao Jiang
Bo Li
449
33
0
18 May 2025
Can Global XAI Methods Reveal Injected Bias in LLMs? SHAP vs Rule Extraction vs RuleSHAP
Can Global XAI Methods Reveal Injected Bias in LLMs? SHAP vs Rule Extraction vs RuleSHAP
Francesco Sovrano
566
91
0
16 May 2025
EcoAgent: An Efficient Device-Cloud Collaborative Multi-Agent Framework for Mobile Automation
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
1.2K
3
0
08 May 2025
Visual Test-time Scaling for GUI Agent Grounding
Visual Test-time Scaling for GUI Agent Grounding
Tiange Luo
Lajanugen Logeswaran
Justin Johnson
Honglak Lee
395
10
0
01 May 2025
Towards Efficient Online Tuning of VLM Agents via Counterfactual Soft Reinforcement Learning
Towards Efficient Online Tuning of VLM Agents via Counterfactual Soft Reinforcement Learning
Lang Feng
Weihao Tan
Zhiyi Lyu
Longtao Zheng
Haiyang Xu
Ming Yan
Fei Huang
Jingyi Wang
312
4
0
01 May 2025
ViMo: A Generative Visual GUI World Model for App Agents
ViMo: A Generative Visual GUI World Model for App Agents
Dezhao Luo
Bohan Tang
Kang Li
Georgios Papoudakis
Jifei Song
S. Gong
Haifeng Zhang
Jun Wang
Cheng Deng
LM&RoVGen
554
4
0
15 Apr 2025
CombatVLA: An Efficient Vision-Language-Action Model for Combat Tasks in 3D Action Role-Playing Games
CombatVLA: An Efficient Vision-Language-Action Model for Combat Tasks in 3D Action Role-Playing Games
Peng Chen
Pi Bu
Yuhang Han
Xinyi Wang
Xiangqi Jin
...
Qi Zhu
Jun Song
Siran Yang
Jiamang Wang
Bo Zheng
344
8
0
12 Mar 2025
CHOP: Mobile Operating Assistant with Constrained High-frequency Optimized Subtask Planning
Yuqi Zhou
Shuai Wang
Sunhao Dai
Qinglin Jia
Zhaocheng Du
Zhenhua Dong
Jun Xu
LM&Ro
316
4
0
05 Mar 2025
SpiritSight Agent: Advanced GUI Agent with One Look
SpiritSight Agent: Advanced GUI Agent with One LookComputer Vision and Pattern Recognition (CVPR), 2025
Zhiyuan Huang
Ziming Cheng
Junting Pan
Zhaohui Hou
Mingjie Zhan
LLMAG
443
11
0
05 Mar 2025
AutoEval: A Practical Framework for Autonomous Evaluation of Mobile Agents
AutoEval: A Practical Framework for Autonomous Evaluation of Mobile Agents
Jiahui Sun
Zhichao Hua
Yubin Xia
402
6
0
04 Mar 2025
12
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