{"total":111,"rows":[{"id":"2501.12326","title":"UI-TARS: Pioneering Automated GUI Interaction with Native Agents","created":"2025-01-21","cited_by_count":610,"area":"agents"},{"id":"2509.02544","title":"UI-TARS-2 Technical Report: Advancing GUI Agent with Multi-Turn Reinforcement Learning","created":"2025-09-02","cited_by_count":215,"area":"lr"},{"id":"2508.15144","title":"Mobile-Agent-v3: Fundamental Agents for GUI Automation","created":"2025-08-21","cited_by_count":190,"area":"agents"},{"id":"2411.18279","title":"Large Language Model-Brained GUI Agents: A Survey","created":"2024-11-27","cited_by_count":162,"area":"agents"},{"id":"2507.21504","title":"Evaluation and Benchmarking of LLM Agents: A Survey","created":"2025-07-29","cited_by_count":152,"area":"agents"},{"id":"2501.11733","title":"Mobile-Agent-E: Self-Evolving Mobile Assistant for Complex Tasks","created":"2025-01-20","cited_by_count":131,"area":"agents"},{"id":"2503.23037","title":"Agentic Large Language Models, a survey","created":"2025-03-29","cited_by_count":108,"area":"agents"},{"id":"2508.10833","title":"UI-Venus Technical Report: Building High-performance UI Agents with RFT","created":"2025-08-14","cited_by_count":93,"area":"agents"},{"id":"2512.22047","title":"MAI-UI Technical Report: Real-World Centric Foundation GUI Agents","created":"2025-12-26","cited_by_count":91,"area":"agents"},{"id":"2505.15810","title":"GUI-G1: Understanding R1-Zero-Like Training for Visual Grounding in GUI Agents","created":"2025-05-21","cited_by_count":74,"area":"lr"},{"id":"2504.13865","title":"A Survey on (M)LLM-Based GUI Agents","created":"2025-03-27","cited_by_count":62,"area":"agents"},{"id":"2510.08191","title":"Training-Free Group Relative Policy Optimization","created":"2025-10-09","cited_by_count":55,"area":"lr"},{"id":"2507.05720","title":"MobileGUI-RL: Advancing Mobile GUI Agent through Reinforcement Learning in Online Environment","created":"2025-07-08","cited_by_count":52,"area":"lr"},{"id":"2605.18747","title":"Code as Agent Harness","created":"2026-05-18","cited_by_count":47,"area":"agents"},{"id":"2506.02839","title":"DeepShop: A Benchmark for Deep Research Shopping Agents","created":"2025-06-03","cited_by_count":46,"area":"agents"},{"id":"2506.01391","title":"AgentCPM-GUI: Building Mobile-Use Agents with Reinforcement Fine-Tuning","created":"2025-06-02","cited_by_count":44,"area":"agents"},{"id":"2504.12679","title":"TongUI: Internet-Scale Trajectories from Multimodal Web Tutorials for Generalized GUI Agents","created":"2025-04-17","cited_by_count":42,"area":"agents"},{"id":"2508.04482","title":"OS Agents: A Survey on MLLM-based Agents for General Computing Devices Use","created":"2025-08-06","cited_by_count":35,"area":"agents"},{"id":"2501.16150","title":"A Comprehensive Survey of Agents for Computer Use: Foundations, Challenges, and Future Directions","created":"2025-01-27","cited_by_count":34,"area":"agents"},{"id":"2503.23434","title":"Towards Trustworthy GUI Agents: A Survey","created":"2025-03-30","cited_by_count":34,"area":"agents"},{"id":"2510.18821","title":"Search Self-play: Pushing the Frontier of Agent Capability without Supervision","created":"2025-10-21","cited_by_count":34,"area":"agents"},{"id":"2507.22025","title":"UI-AGILE: Advancing GUI Agents with Effective Reinforcement Learning and Precise Inference-Time Grounding","created":"2025-07-29","cited_by_count":33,"area":"lr"},{"id":"2504.19838","title":"LLM-Powered GUI Agents in Phone Automation: Surveying Progress and Prospects","created":"2025-04-28","cited_by_count":32,"area":"agents"},{"id":"2508.17692","title":"LLM-based Agentic Reasoning Frameworks: A Survey from Methods to Scenarios","created":"2025-08-25","cited_by_count":26,"area":"lr"},{"id":"2503.18492","title":"VeriSafe Agent: Safeguarding Mobile GUI Agent via Logic-based Action Verification","created":"2025-03-24","cited_by_count":22,"area":"agents"},{"id":"2502.18906","title":"VEM: Environment-Free Exploration for Training GUI Agent with Value Environment Model","created":"2025-02-26","cited_by_count":19,"area":"lr"},{"id":"2510.25779","title":"Magentic Marketplace: An Open-Source Environment for Studying Agentic Markets","created":"2025-10-27","cited_by_count":19,"area":"agents"},{"id":"2510.24168","title":"MGA: Memory-Driven GUI Agent for Observation-Centric Interaction","created":"2025-10-28","cited_by_count":18,"area":"mllm"},{"id":"2605.28258","title":"GUI Agents for Continual Game Generation","created":"2026-05-27","cited_by_count":18,"area":"agents"},{"id":"2506.09373","title":"LPO: Towards Accurate GUI Agent Interaction via Location Preference Optimization","created":"2025-06-11","cited_by_count":16,"area":"agents"},{"id":"2508.04025","title":"Uncertainty-Aware GUI Agent: Adaptive Perception through Component Recommendation and Human-in-the-Loop Refinement","created":"2025-08-06","cited_by_count":15,"area":"agents"},{"id":"2505.14418","title":"Hidden Ghost Hand: Unveiling Backdoor Vulnerabilities in MLLM-Powered Mobile GUI Agents","created":"2025-05-20","cited_by_count":13,"area":"agents"},{"id":"2505.15259","title":"ReGUIDE: Data Efficient GUI Grounding via Spatial Reasoning and Search","created":"2025-05-21","cited_by_count":13,"area":"lr"},{"id":"2509.15738","title":"GUI-ReWalk: Massive Data Generation for GUI Agent via Stochastic Exploration and Intent-Aware Reasoning","created":"2025-09-19","cited_by_count":13,"area":"lr"},{"id":"2506.08972","title":"Atomic-to-Compositional Generalization for Mobile Agents with A New Benchmark and Scheduling System","created":"2025-06-10","cited_by_count":12,"area":"agents"},{"id":"2512.08529","title":"MVP: Multiple View Prediction Improves GUI Grounding","created":"2025-12-09","cited_by_count":12,"area":null},{"id":"2508.08645","title":"Quick on the Uptake: Eliciting Implicit Intents from Human Demonstrations for Personalized Mobile-Use Agents","created":"2025-08-12","cited_by_count":11,"area":"agents"},{"id":"2509.22256","title":"Secure and Efficient Access Control for Computer-Use Agents via Context Space","created":"2025-09-26","cited_by_count":11,"area":"agents"},{"id":"2510.00413","title":"PAL-UI: Planning with Active Look-back for Vision-Based GUI Agents","created":"2025-10-01","cited_by_count":11,"area":"mllm"},{"id":"2505.12981","title":"From Assistants to Adversaries: Exploring the Security Risks of Mobile LLM Agents","created":"2025-05-19","cited_by_count":10,"area":"agents"},{"id":"2508.02046","title":"NaviMaster: Learning a Unified Policy for GUI and Embodied Navigation Tasks","created":"2025-08-04","cited_by_count":10,"area":null},{"id":"2603.18429","title":"AndroTMem: From Interaction Trajectories to Anchored Memory in Long-Horizon GUI Agents","created":"2026-03-19","cited_by_count":10,"area":"agents"},{"id":"2503.09263","title":"COLA: A Scalable Multi-Agent Framework For Windows UI Task Automation","created":"2025-03-12","cited_by_count":9,"area":"agents"},{"id":"2511.13248","title":"DualTAP: A Dual-Task Adversarial Protector for Mobile MLLM Agents","created":"2025-11-17","cited_by_count":9,"area":"agents"},{"id":"2505.12842","title":"GEM: Gaussian Embedding Modeling for Out-of-Distribution Detection in GUI Agents","created":"2025-05-19","cited_by_count":8,"area":"agents"},{"id":"2505.17629","title":"TransBench: Breaking Barriers for Transferable Graphical User Interface Agents in Dynamic Digital Environments","created":"2025-05-23","cited_by_count":8,"area":"agents"},{"id":"2511.00810","title":"GUI-AIMA: Aligning Intrinsic Multimodal Attention with a Context Anchor for GUI Grounding","created":"2025-11-02","cited_by_count":8,"area":"agents"},{"id":"2512.13472","title":"Scaling Laws for Code: Every Programming Language Matters","created":"2025-12-15","cited_by_count":8,"area":null},{"id":"2601.07181","title":"ShowUI-Aloha: Human-Taught GUI Agent","created":"2026-01-12","cited_by_count":8,"area":"agents"},{"id":"2505.09875","title":"Characterizing Unintended Consequences in Human-GUI Agent Collaboration for Web Browsing","created":"2025-05-15","cited_by_count":7,"area":"agents"},{"id":"2506.19794","title":"Why Do Open-Source LLMs Struggle with Data Analysis? A Systematic Empirical Study","created":"2025-06-24","cited_by_count":7,"area":null},{"id":"2503.03743","title":"CHOP: Mobile Operating Assistant with Constrained High-frequency Optimized Subtask Planning","created":"2025-03-05","cited_by_count":6,"area":null},{"id":"2509.11250","title":"Environmental Injection Attacks against GUI Agents in Realistic Dynamic Environments","created":"2025-09-14","cited_by_count":6,"area":"agents"},{"id":"2512.16295","title":"OS-Oracle: A Comprehensive Framework for Cross-Platform GUI Critic Models","created":"2025-12-18","cited_by_count":6,"area":null},{"id":"2603.07432","title":"Generalization in Online Reinforcement Learning for Mobile Agents","created":"2026-03-08","cited_by_count":6,"area":"lr"},{"id":"2603.17441","title":"AdaZoom-GUI: Adaptive Zoom-based GUI Grounding with Instruction Refinement","created":"2026-03-18","cited_by_count":6,"area":"mllm"},{"id":"2502.18273","title":"Beyond In-Distribution Success: Scaling Curves of CoT Granularity for Language Model Generalization","created":"2025-02-25","cited_by_count":5,"area":null},{"id":"2509.15566","title":"BTL-UI: Blink-Think-Link Reasoning Model for GUI Agent","created":"2025-09-19","cited_by_count":5,"area":"lr"},{"id":"2510.15455","title":"CORE: Reducing UI Exposure in Mobile Agents via Collaboration Between Cloud and Local LLMs","created":"2025-10-17","cited_by_count":5,"area":"agents"},{"id":"2601.13060","title":"MagicGUI-RMS: A Multi-Agent Reward Model System for Self-Evolving GUI Agents via Automated Feedback Reflux","created":"2026-01-19","cited_by_count":5,"area":"agents"},{"id":"2604.02345","title":"UI-Oceanus: Scaling GUI Agents with Synthetic Environmental Dynamics","created":"2026-02-11","cited_by_count":5,"area":"agents"},{"id":"2504.07112","title":"Are AI Agents interacting with Online Ads?","created":"2025-03-20","cited_by_count":4,"area":"agents"},{"id":"2505.13887","title":"Mobile-Agent-V: A Video-Guided Approach for Effortless and Efficient Operational Knowledge Injection in Mobile Automation","created":"2025-05-20","cited_by_count":4,"area":null},{"id":"2505.20424","title":"Robot Operation of Home Appliances by Reading User Manuals","created":"2025-05-26","cited_by_count":4,"area":null},{"id":"2508.20018","title":"SWIRL: A Staged Workflow for Interleaved Reinforcement Learning in Mobile GUI Control","created":"2025-08-27","cited_by_count":4,"area":"lr"},{"id":"2509.24133","title":"Generalist Scanner Meets Specialist Locator: A Synergistic Coarse-to-Fine Framework for Robust GUI Grounding","created":"2025-09-29","cited_by_count":4,"area":null},{"id":"2510.02204","title":"Say One Thing, Do Another? Diagnosing Reasoning-Execution Gaps in VLM-Powered Mobile-Use Agents","created":"2025-10-02","cited_by_count":4,"area":"lr"},{"id":"2510.27210","title":"GUI-Rise: Structured Reasoning and History Summarization for GUI Navigation","created":"2025-10-31","cited_by_count":4,"area":"lr"},{"id":"2604.05719","title":"Hackers or Hallucinators? A Comprehensive Analysis of LLM-Based Automated Penetration Testing","created":"2026-04-07","cited_by_count":4,"area":null},{"id":"2604.06995","title":"What's Missing in Screen-to-Action? Towards a UI-in-the-Loop Paradigm for Multimodal GUI Reasoning","created":"2026-04-08","cited_by_count":4,"area":"lr"},{"id":"2605.12549","title":"What Happens Before Decoding? Prefill Determines GUI Grounding in VLMs","created":"2026-05-10","cited_by_count":4,"area":null},{"id":"2502.17110","title":"Mobile-Agent-V: A Video-Guided Approach for Effortless and Efficient Operational Knowledge Injection in Mobile Automation","created":"2025-02-24","cited_by_count":3,"area":null},{"id":"2510.00496","title":"Agent-ScanKit: Unraveling Memory and Reasoning of Multimodal Agents via Sensitivity Perturbations","created":"2025-10-01","cited_by_count":3,"area":null},{"id":"2510.07809","title":"Invisible to Humans, Triggered by Agents: Stealthy Jailbreak Attacks on Mobile Vision-Language Agents","created":"2025-10-09","cited_by_count":3,"area":"agents"},{"id":"2604.07776","title":"Structured Distillation of Web Agent Capabilities Enables Generalization","created":"2026-04-09","cited_by_count":3,"area":"agents"},{"id":"2604.27955","title":"GUI Agents with Reinforcement Learning: Toward Digital Inhabitants","created":"2026-04-30","cited_by_count":3,"area":"agents"},{"id":"2606.14579","title":"VISTA: View-Consistent Self-Verified Training for GUI Grounding","created":"2026-06-12","cited_by_count":3,"area":"lr"},{"id":"2608.03327","title":"Screenshots or Tools? Eliciting Tool Use and Managing Multimodal Context in Hybrid GUI-MCP Computer-Use Agents","created":"2026-08-04","cited_by_count":3,"area":"agents"},{"id":"2601.05787","title":"From Off-Policy to On-Policy: Enhancing GUI Agents via Bi-level Expert-to-Policy Assimilation","created":"2026-01-09","cited_by_count":2,"area":"agents"},{"id":"2601.18197","title":"GAIA: A Data Flywheel System for Training GUI Test-Time Scaling Critic Models","created":"2026-01-26","cited_by_count":2,"area":"lr"},{"id":"2602.07787","title":"Do Multi-Agents Dream of Electric Screens? Achieving Perfect Accuracy on AndroidWorld Through Task Decomposition","created":"2026-02-08","cited_by_count":2,"area":null},{"id":"2602.13832","title":"Beyond Words: Evaluating and Bridging Epistemic Divergence in User-Agent Interaction via Theory of Mind","created":"2026-02-14","cited_by_count":2,"area":"agents"},{"id":"2603.00188","title":"ST-Lite: Training-Free KV Cache Compression with Spatio-Trajectory Guidance for Long-Horizon GUI Agents","created":"2026-02-27","cited_by_count":2,"area":"inference"},{"id":"2604.11259","title":"Mobile GUI Agent Privacy Personalization with Trajectory Induced Preference Optimization","created":"2026-04-13","cited_by_count":2,"area":"agents"},{"id":"2606.07027","title":"StainFlow: Entity-Stain Tracking and Evidence Linking for Process Rewards in GUI Agents","created":"2026-06-05","cited_by_count":2,"area":"agents"},{"id":"2608.06065","title":"The Next Screenshot Knows: Gated Hindsight Distillation for Mobile GUI Agents","created":"2026-08-06","cited_by_count":2,"area":"agents"},{"id":"2505.05895","title":"Leveraging Vision-Language Models for Visual Grounding and Analysis of Automotive UI","created":"2025-05-09","cited_by_count":1,"area":"mllm"},{"id":"2509.07098","title":"Instruction Agent: Enhancing Agent with Expert Demonstration","created":"2025-09-08","cited_by_count":1,"area":null},{"id":"2509.12423","title":"Small Models, Big Results: Achieving Superior Intent Extraction through Decomposition","created":"2025-09-15","cited_by_count":1,"area":null},{"id":"2510.06223","title":"A Multimodal GUI Architecture for Interfacing with LLM-Based Conversational Assistants","created":"2025-08-31","cited_by_count":1,"area":null},{"id":"2510.07988","title":"ReInAgent: A Context-Aware GUI Agent Enabling Human-in-the-Loop Mobile Task Navigation","created":"2025-10-09","cited_by_count":1,"area":"agents"},{"id":"2605.01208","title":"Faithful Mobile GUI Agents with Guided Advantage Estimator","created":"2026-05-02","cited_by_count":1,"area":"agents"},{"id":"2605.18048","title":"DocOS: Towards Proactive Document-Guided Actions in GUI Agents","created":"2026-05-18","cited_by_count":1,"area":"agents"},{"id":"2605.28646","title":"MaskClaw: Edge-Side Personalized Privacy Arbitration for GUI Agents with Behavior-Driven Skill Evolution","created":"2026-05-27","cited_by_count":1,"area":"agents"},{"id":"2605.29324","title":"STAMP: Training Explicit Memory for Mobile GUI Agents in Controllable and Scalable Virtual Environments","created":"2026-05-28","cited_by_count":1,"area":"agents"},{"id":"2606.10522","title":"GUI-AC: Enhancing Continual Learning in GUI Agents","created":"2026-06-09","cited_by_count":1,"area":"agents"},{"id":"2608.09278","title":"Software Engineering for and with GUI Agent","created":"2026-08-10","cited_by_count":1,"area":"agents"},{"id":"2608.20797","title":"Automated Trajectory Evaluation for Mobile Agents via Step-Level Consequence Reasoning and Aggregation","created":"2026-08-21","cited_by_count":1,"area":"agents"},{"id":"2508.16688","title":"Cybernaut: Towards Reliable Web Automation","created":"2025-08-21","cited_by_count":0,"area":null},{"id":"2602.06351","title":"Trifuse: Enhancing Attention-Based GUI Grounding via Multimodal Fusion","created":"2026-02-06","cited_by_count":0,"area":"agents"}],"next_cursor":"100"}