{"total":103,"rows":[{"id":"2508.15144","title":"Mobile-Agent-v3: Fundamental Agents for GUI Automation","created":"2025-08-21","cited_by_count":190,"area":"agents"},{"id":"2507.21046","title":"A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence","created":"2025-07-28","cited_by_count":170,"area":"agents"},{"id":"2505.13227","title":"Scaling Computer-Use Grounding via User Interface Decomposition and Synthesis","created":"2025-05-19","cited_by_count":139,"area":"agents"},{"id":"2506.03143","title":"GUI-Actor: Coordinate-Free Visual Grounding for GUI Agents","created":"2025-06-03","cited_by_count":95,"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":"2507.19478","title":"MMBench-GUI: Hierarchical Multi-Platform Evaluation Framework for GUI Agents","created":"2025-07-25","cited_by_count":67,"area":"agents"},{"id":"2505.19897","title":"ScienceBoard: Evaluating Multimodal Autonomous Agents in Realistic Scientific Workflows","created":"2025-05-26","cited_by_count":52,"area":"agents"},{"id":"2605.18747","title":"Code as Agent Harness","created":"2026-05-18","cited_by_count":47,"area":"agents"},{"id":"2506.14205","title":"AgentSynth: Scalable Task Generation for Generalist Computer-Use Agents","created":"2025-06-17","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":"2602.09082","title":"UI-Venus-1.5 Technical Report","created":"2026-02-09","cited_by_count":41,"area":"agents"},{"id":"2505.21496","title":"UI-Genie: A Self-Improving Approach for Iteratively Boosting MLLM-based Mobile GUI Agents","created":"2025-05-27","cited_by_count":34,"area":"agents"},{"id":"2506.03533","title":"Go-Browse: Training Web Agents with Structured Exploration","created":"2025-06-04","cited_by_count":33,"area":"agents"},{"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":"2601.04126","title":"InfiniteWeb: Scalable Web Environment Synthesis for GUI Agent Training","created":"2026-01-07","cited_by_count":27,"area":"agents"},{"id":"2604.06126","title":"Gym-Anything: Turn any Software into an Agent Environment","created":"2026-04-07","cited_by_count":27,"area":"agents"},{"id":"2503.16465","title":"OS-Kairos: Adaptive Interaction for MLLM-Powered GUI Agents","created":"2025-02-26","cited_by_count":25,"area":"agents"},{"id":"2604.13318","title":"WebXSkill: Skill Learning for Autonomous Web Agents","created":"2026-04-14","cited_by_count":24,"area":"agents"},{"id":"2510.19488","title":"VideoAgentTrek: Computer Use Pretraining from Unlabeled Videos","created":"2025-10-22","cited_by_count":22,"area":"agents"},{"id":"2505.18121","title":"ProgRM: Build Better GUI Agents with Progress Rewards","created":"2025-05-23","cited_by_count":21,"area":"agents"},{"id":"2510.24411","title":"OS-Sentinel: Towards Safety-Enhanced Mobile GUI Agents via Hybrid Validation in Realistic Workflows","created":"2025-10-28","cited_by_count":19,"area":"agents"},{"id":"2505.13909","title":"Efficient Agent Training for Computer Use","created":"2025-05-20","cited_by_count":18,"area":"agents"},{"id":"2510.27287","title":"Can LLMs Help You at Work? A Sandbox for Evaluating LLM Agents in Enterprise Environments","created":"2025-10-31","cited_by_count":17,"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":"2602.22190","title":"GUI-Libra: Training Native GUI Agents to Reason and Act with Action-aware Supervision and Partially Verifiable RL","created":"2026-02-25","cited_by_count":16,"area":"agents"},{"id":"2511.06101","title":"SynthAgent: Adapting Web Agents with Synthetic Supervision","created":"2025-11-08","cited_by_count":14,"area":"agents"},{"id":"2604.05477","title":"Don't Act Blindly: Robust GUI Automation via Action-Effect Verification and Self-Correction","created":"2026-04-07","cited_by_count":14,"area":"agents"},{"id":"2502.15865","title":"Standard Benchmarks Fail -- Auditing LLM Agents in Finance Must Prioritize Risk","created":"2025-02-21","cited_by_count":13,"area":"agents"},{"id":"2504.10127","title":"Breaking the Data Barrier -- Building GUI Agents Through Task Generalization","created":"2025-04-14","cited_by_count":13,"area":"agents"},{"id":"2601.20380","title":"OmegaUse: Building a General-Purpose GUI Agent for Autonomous Task Execution","created":"2026-01-28","cited_by_count":13,"area":"agents"},{"id":"2601.05163","title":"DocDancer: Towards Agentic Document-Grounded Information Seeking","created":"2026-01-08","cited_by_count":12,"area":"agents"},{"id":"2602.11524","title":"Adaptive Milestone Reward for GUI Agents","created":"2026-02-12","cited_by_count":12,"area":"agents"},{"id":"2502.14496","title":"Advancing Language Multi-Agent Learning with Credit Re-Assignment for Interactive Environment Generalization","created":"2025-02-20","cited_by_count":11,"area":"agents"},{"id":"2503.00401","title":"Smoothing Grounding and Reasoning for MLLM-Powered GUI Agents with Query-Oriented Pivot Tasks","created":"2025-03-01","cited_by_count":11,"area":"agents"},{"id":"2512.10962","title":"WebSTAR: Scalable Data Synthesis for Computer Use Agents with Step-Level Filtering","created":"2025-11-22","cited_by_count":11,"area":"agents"},{"id":"2604.15093","title":"OpenMobile: Building Open Mobile Agents with Task and Trajectory Synthesis","created":"2026-04-16","cited_by_count":11,"area":"agents"},{"id":"2502.02982","title":"MobileA3gent: Training Mobile GUI Agents Using Decentralized Self-Sourced Data from Diverse Users","created":"2025-02-05","cited_by_count":10,"area":"agents"},{"id":"2511.04307","title":"GUI-360$^\\circ$: A Comprehensive Dataset and Benchmark for Computer-Using Agents","created":"2025-11-06","cited_by_count":10,"area":"agents"},{"id":"2512.01311","title":"CuES: A Curiosity-driven and Environment-grounded Synthesis Framework for Agentic RL","created":"2025-12-01","cited_by_count":10,"area":"agents"},{"id":"2602.02196","title":"TIDE: Trajectory-based Diagnostic Evaluation of Test-Time Improvement in LLM Agents","created":"2026-02-02","cited_by_count":7,"area":"agents"},{"id":"2606.19930","title":"MobileForge: Annotation-Free Adaptation for Mobile GUI Agents with Hierarchical Feedback-Guided Policy Optimization","created":"2026-06-18","cited_by_count":7,"area":"agents"},{"id":"2607.11185","title":"SCALECUA: Scaling Computer Use Agents with Verifiable Task Synthesis and Efficient Online RL","created":"2026-07-13","cited_by_count":7,"area":"agents"},{"id":"2507.19132","title":"OS-MAP: How Far Can Computer-Using Agents Go in Breadth and Depth?","created":"2025-07-25","cited_by_count":6,"area":"agents"},{"id":"2604.07277","title":"Android Coach: Improve Online Agentic Training Efficiency with Single State Multiple Actions","created":"2026-04-08","cited_by_count":6,"area":"agents"},{"id":"2510.00415","title":"Towards Self-Evolving Benchmarks: Synthesizing Agent Trajectories via Test-Time Exploration under Validate-by-Reproduce Paradigm","created":"2025-10-01","cited_by_count":5,"area":"agents"},{"id":"2512.11611","title":"Using GUI Agent for Electronic Design Automation","created":"2025-12-12","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":"2603.24440","title":"CUA-Suite: Massive Human-annotated Video Demonstrations for Computer-Use Agents","created":"2026-03-25","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":"2606.27330","title":"Empowering GUI Agents via Autonomous Experience Exploration and Hindsight Experience Utilization for Task Planning","created":"2026-06-25","cited_by_count":5,"area":"agents"},{"id":"2607.04235","title":"Spinning Straw into Gold: Relabeling LLM Agent Trajectories in Hindsight for Successful Demonstrations","created":"2026-07-05","cited_by_count":5,"area":"agents"},{"id":"2601.22781","title":"Learning with Challenges: Adaptive Difficulty-Aware Data Generation for Mobile GUI Agent Training","created":"2026-01-30","cited_by_count":4,"area":"agents"},{"id":"2602.09662","title":"TreeCUA: Efficiently Scaling GUI Automation with Tree-Structured Verifiable Evolution","created":"2026-02-10","cited_by_count":4,"area":"agents"},{"id":"2603.05295","title":"WebChain: A Large-Scale Human-Annotated Dataset of Real-World Web Interaction Traces","created":"2026-03-05","cited_by_count":4,"area":"agents"},{"id":"2605.16883","title":"SE-GA: Memory-Augmented Self-Evolution for GUI Agents","created":"2026-05-16","cited_by_count":4,"area":"agents"},{"id":"2607.24112","title":"Scaling GUI Agents with Visual State Transitions","created":"2026-07-27","cited_by_count":4,"area":"agents"},{"id":"2503.05143","title":"FedMABench: Benchmarking Mobile Agents on Decentralized Heterogeneous User Data","created":"2025-03-07","cited_by_count":3,"area":"agents"},{"id":"2601.11631","title":"Compress to Focus: Efficient Coordinate Compression for Policy Optimization in Multi-Turn GUI Agents","created":"2026-01-14","cited_by_count":3,"area":"agents"},{"id":"2602.07153","title":"ANCHOR: Branch-Point Data Generation for GUI Agents","created":"2026-02-06","cited_by_count":3,"area":"agents"},{"id":"2603.10178","title":"Video-Based Reward Modeling for Computer-Use Agents","created":"2026-03-10","cited_by_count":3,"area":"agents"},{"id":"2604.17284","title":"HalluClear: Diagnosing, Evaluating and Mitigating Hallucinations in GUI Agents","created":"2026-04-19","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":"2605.02168","title":"Planner Matters! An Efficient and Unbalanced Multi-agent Collaboration Framework for Long-horizon Planning","created":"2026-05-04","cited_by_count":3,"area":"agents"},{"id":"2605.29447","title":"Recovering Policy-Induced Errors: Benchmarking and Trajectory Synthesis for Robust GUI Agents","created":"2026-05-28","cited_by_count":3,"area":"agents"},{"id":"2605.30723","title":"Skill is Not One-Size-Fits-All: Model-Aware Skill Alignment for LLM Agents","created":"2026-05-29","cited_by_count":3,"area":"agents"},{"id":"2607.15193","title":"Plover: Steering GUI Agents through Plan-Centric Interaction","created":"2026-07-16","cited_by_count":3,"area":"agents"},{"id":"2607.25904","title":"Interactive Reward Agent: GUI Task Evaluation via Environment-State Verification","created":"2026-07-28","cited_by_count":3,"area":"agents"},{"id":"2607.29320","title":"MAGA: Multi-Platform Self-Fusion of GUI Agents via Structured Action Distillation","created":"2026-07-31","cited_by_count":3,"area":"agents"},{"id":"2608.27260","title":"What Makes Good Agentic Data? An ACE Lens on Data Generation for LLM Agents","created":"2026-08-27","cited_by_count":3,"area":"agents"},{"id":"2509.21982","title":"RISK: A Framework for GUI Agents in E-commerce Risk Management","created":"2025-09-26","cited_by_count":2,"area":"agents"},{"id":"2510.11221","title":"WebRouter: Query-specific Router via Variational Information Bottleneck for Cost-sensitive Web Agent","created":"2025-10-13","cited_by_count":2,"area":"agents"},{"id":"2510.12200","title":"HackWorld: Evaluating Computer-Use Agents on Exploiting Web Application Vulnerabilities","created":"2025-10-14","cited_by_count":2,"area":"agents"},{"id":"2512.21302","title":"AndroidLens: Long-latency Evaluation with Nested Sub-targets for Android GUI Agents","created":"2025-12-24","cited_by_count":2,"area":"agents"},{"id":"2603.03202","title":"Code2Math: Can Your Code Agent Effectively Evolve Math Problems Through Exploration?","created":"2026-03-03","cited_by_count":2,"area":"agents"},{"id":"2606.18890","title":"Skill-Guided Continuation Distillation for GUI Agents","created":"2026-06-17","cited_by_count":2,"area":"agents"},{"id":"2609.00028","title":"UI-Venus-2 Technical Report","created":"2026-08-27","cited_by_count":2,"area":"agents"},{"id":"2609.05837","title":"AgentBrew: Offline Tool-Use Agent Learning from Raw Real-World Trajectories","created":"2026-09-05","cited_by_count":2,"area":"agents"},{"id":"2609.19801","title":"DeliveryGym: An RL Environment for Long-Horizon Embodied Agent Planning with Adaptive Curriculum","created":"2026-09-17","cited_by_count":2,"area":"agents"},{"id":"2603.21630","title":"EnterpriseLab: A Full-Stack Platform for developing and deploying agents in Enterprises","created":"2026-03-23","cited_by_count":1,"area":"agents"},{"id":"2604.27253","title":"AutoSurfer -- Teaching Web Agents through Comprehensive Surfing, Learning, and Modeling","created":"2026-04-29","cited_by_count":1,"area":"agents"},{"id":"2605.28775","title":"Learn from Weaknesses: Automated Domain Specialization for Small Computer-Use Agents","created":"2026-05-27","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":"2606.11520","title":"ISE: An Execution-Grounded Recipe for Multi-Turn OS-Agent Trajectories","created":"2026-06-09","cited_by_count":1,"area":"agents"},{"id":"2606.21654","title":"ChainWorld: Composing Long-Horizon Desktop Workloads from Atomic OSWorld Tasks","created":"2026-06-19","cited_by_count":1,"area":"agents"},{"id":"2607.18046","title":"SEE: Structure-aware Exploring & Exploiting for Long-horizon GUI Agent Trajectory Synthesis","created":"2026-07-20","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":"2602.05429","title":"M$^2$-Miner: Multi-Agent Enhanced MCTS for Mobile GUI Agent Data Mining","created":"2026-02-05","cited_by_count":0,"area":"agents"},{"id":"2604.14956","title":"FedGUI: Benchmarking Federated GUI Agents across Heterogeneous Platforms, Devices, and Operating Systems","created":"2026-04-16","cited_by_count":0,"area":"agents"},{"id":"2605.07110","title":"Securing Computer-Use Agents: A Unified Architecture-Lifecycle Framework for Deployment-Grounded Reliability","created":"2026-05-08","cited_by_count":0,"area":"agents"},{"id":"2605.31365","title":"Learning to Adapt: Self-Improving Web Agent via Cognitive-Aware Exploration","created":"2026-05-29","cited_by_count":0,"area":"agents"},{"id":"2608.12429","title":"SynWeaver: Website-Prior Task and Trajectory Co-Synthesis for Web Agents","created":"2026-08-12","cited_by_count":0,"area":"agents"},{"id":"2608.14132","title":"Act2Intention: A Benchmark For Developing Active Mobile Agents Through Inferring User Intention from GUI Actions","created":"2026-08-14","cited_by_count":0,"area":"agents"},{"id":"2608.22847","title":"GSAR: Goal-State-Anchor Rewards for Mobile GUI Agents with Self-Evolving Data Synthesis","created":"2026-08-24","cited_by_count":0,"area":"agents"},{"id":"2608.24848","title":"BrowserForge: Scaling Web Episode via Parallel Browser Sandboxes","created":"2026-08-25","cited_by_count":0,"area":"agents"},{"id":"2608.30322","title":"Ignorance or Incompetence? Constructing Knowledge-Gated, Verifiable Tasks for LLM Agents","created":"2026-08-31","cited_by_count":0,"area":"agents"},{"id":"2609.13548","title":"AutoTailor: Automatic, User-Aligned Capability Selection and Adaptation for Web Agents","created":"2026-09-11","cited_by_count":0,"area":"agents"},{"id":"2609.22724","title":"MATE: Policy-Aware Security Auditing for Mobile Agents via Synthesis-Driven Trajectory Learning","created":"2026-09-19","cited_by_count":0,"area":"agents"},{"id":"2609.37025","title":"AnyAct: Universal Action for Self-Evolving Agents","created":"2026-09-29","cited_by_count":0,"area":"agents"},{"id":"2610.02320","title":"DeskForge: Dense Supervision from Desktop Environments for Computer-Use Agents","created":"2026-10-01","cited_by_count":0,"area":"agents"},{"id":"2610.12593","title":"Know What You Don't Know: Agentic Data Synthesis by Evolving Generation Space for Closed-Loop Learning","created":"2026-10-08","cited_by_count":0,"area":"agents"}],"next_cursor":"100"}