{"total":225,"rows":[{"id":"2508.15144","title":"Mobile-Agent-v3: Fundamental Agents for GUI Automation","created":"2025-08-21","cited_by_count":190,"area":"agents"},{"id":"2504.01990","title":"Advances and Challenges in Foundation Agents: From Brain-Inspired Intelligence to Evolutionary, Collaborative, and Safe Systems","created":"2025-03-31","cited_by_count":126,"area":"agents"},{"id":"2508.05748","title":"WebWatcher: Breaking New Frontier of Vision-Language Deep Research Agent","created":"2025-08-07","cited_by_count":119,"area":"agents"},{"id":"2505.18079","title":"Deep Video Discovery: Agentic Search with Tool Use for Long-form Video Understanding","created":"2025-05-23","cited_by_count":98,"area":"agents"},{"id":"2508.09736","title":"Seeing, Listening, Remembering, and Reasoning: A Multimodal Agent with Long-Term Memory","created":"2025-08-13","cited_by_count":97,"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":"2512.22047","title":"MAI-UI Technical Report: Real-World Centric Foundation GUI Agents","created":"2025-12-26","cited_by_count":91,"area":"agents"},{"id":"2507.07998","title":"PyVision: Agentic Vision with Dynamic Tooling","created":"2025-07-10","cited_by_count":79,"area":"agents"},{"id":"2602.16855","title":"Mobile-Agent-v3.5: Multi-platform Fundamental GUI Agents","created":"2026-02-15","cited_by_count":79,"area":"agents"},{"id":"2505.16282","title":"ARPO:End-to-End Policy Optimization for GUI Agents with Experience Replay","created":"2025-05-22","cited_by_count":77,"area":"agents"},{"id":"2503.13964","title":"MDocAgent: A Multi-Modal Multi-Agent Framework for Document Understanding","created":"2025-03-18","cited_by_count":67,"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":"2504.13865","title":"A Survey on (M)LLM-Based GUI Agents","created":"2025-03-27","cited_by_count":62,"area":"agents"},{"id":"2601.15876","title":"EvoCUA: Evolving Computer Use Agents via Learning from Scalable Synthetic Experience","created":"2026-01-22","cited_by_count":53,"area":"agents"},{"id":"2505.11717","title":"WebInject: Prompt Injection Attack to Web Agents","created":"2025-05-16","cited_by_count":51,"area":"agents"},{"id":"2506.01300","title":"ReAgent-V: A Reward-Driven Multi-Agent Framework for Video Understanding","created":"2025-06-02","cited_by_count":50,"area":"agents"},{"id":"2602.14234","title":"REDSearcher: A Scalable and Cost-Efficient Framework for Long-Horizon Search Agents","created":"2026-02-15","cited_by_count":49,"area":"agents"},{"id":"2505.14668","title":"ContextAgent: Context-Aware Proactive LLM Agents with Open-World Sensory Perceptions","created":"2025-05-20","cited_by_count":45,"area":"agents"},{"id":"2510.02209","title":"StockBench: Can LLM Agents Trade Stocks Profitably In Real-world Markets?","created":"2025-10-02","cited_by_count":44,"area":"agents"},{"id":"2602.06052","title":"A Survey of Agent Memory in the Second Half: Towards Self-Evolving and Long-Horizon Agents","created":"2026-01-14","cited_by_count":44,"area":"agents"},{"id":"2509.18119","title":"MobileRL: Online Agentic Reinforcement Learning for Mobile GUI Agents","created":"2025-09-10","cited_by_count":43,"area":"agents"},{"id":"2508.13186","title":"MM-BrowseComp: A Comprehensive Benchmark for Multimodal Browsing Agents","created":"2025-08-14","cited_by_count":42,"area":"agents"},{"id":"2505.15277","title":"Web-Shepherd: Advancing PRMs for Reinforcing Web Agents","created":"2025-05-21","cited_by_count":41,"area":"agents"},{"id":"2506.16402","title":"IS-Bench: Evaluating Interactive Safety of VLM-Driven Embodied Agents in Daily Household Tasks","created":"2025-06-19","cited_by_count":41,"area":"agents"},{"id":"2506.17612","title":"JarvisArt: Liberating Human Artistic Creativity via an Intelligent Photo Retouching Agent","created":"2025-06-21","cited_by_count":39,"area":"agents"},{"id":"2512.15431","title":"Step-GUI Technical Report","created":"2025-12-17","cited_by_count":39,"area":"agents"},{"id":"2508.21148","title":"A Survey of Scientific Large Language Models: From Data Foundations to Agent Frontiers","created":"2025-08-28","cited_by_count":37,"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":"2507.20536","title":"T2I-Copilot: A Training-Free Multi-Agent Text-to-Image System for Enhanced Prompt Interpretation and Interactive Generation","created":"2025-07-28","cited_by_count":33,"area":"agents"},{"id":"2607.14777","title":"SEED: Self-Evolving On-Policy Distillation for Agentic Reinforcement Learning","created":"2026-07-16","cited_by_count":32,"area":"agents"},{"id":"2506.03610","title":"Orak: A Foundational Benchmark for Training and Evaluating LLM Agents on Diverse Video Games","created":"2025-06-04","cited_by_count":31,"area":"agents"},{"id":"2510.17790","title":"UltraCUA: A Foundation Model for Computer Use Agents with Hybrid Action","created":"2025-10-20","cited_by_count":31,"area":"agents"},{"id":"2605.26684","title":"Beyond Trajectory-Level Attribution: Graph-Based Credit Assignment for Agentic Reinforcement Learning","created":"2026-05-26","cited_by_count":31,"area":"agents"},{"id":"2505.12371","title":"MedAgentBoard: Benchmarking Multi-Agent Collaboration with Conventional Methods for Diverse Medical Tasks","created":"2025-05-18","cited_by_count":29,"area":"agents"},{"id":"2512.05774","title":"Active Video Perception: Iterative Evidence Seeking for Agentic Long Video Understanding","created":"2025-12-05","cited_by_count":29,"area":"agents"},{"id":"2505.03673","title":"RoboOS: A Hierarchical Embodied Framework for Cross-Embodiment and Multi-Agent Collaboration","created":"2025-05-06","cited_by_count":28,"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":"2510.23691","title":"Game-TARS: Pretrained Foundation Models for Scalable Generalist Multimodal Game Agents","created":"2025-10-27","cited_by_count":24,"area":"agents"},{"id":"2506.01616","title":"MLA-Trust: Benchmarking Trustworthiness of Multimodal LLM Agents in GUI Environments","created":"2025-06-02","cited_by_count":23,"area":"agents"},{"id":"2510.01051","title":"GEM: A Gym for Agentic LLMs","created":"2025-10-01","cited_by_count":23,"area":"agents"},{"id":"2508.21767","title":"UItron: Foundational GUI Agent with Advanced Perception and Planning","created":"2025-08-29","cited_by_count":22,"area":"agents"},{"id":"2510.20286","title":"UI-Ins: Enhancing GUI Grounding with Multi-Perspective Instruction-as-Reasoning","created":"2025-10-23","cited_by_count":22,"area":"agents"},{"id":"2511.07332","title":"Grounding Computer Use Agents on Human Demonstrations","created":"2025-11-10","cited_by_count":22,"area":"agents"},{"id":"2601.04786","title":"AgentOCR: Reimagining Agent History via Optical Self-Compression","created":"2026-01-08","cited_by_count":22,"area":"agents"},{"id":"2506.02454","title":"Multimodal DeepResearcher: Generating Text-Chart Interleaved Reports From Scratch with Agentic Framework","created":"2025-06-03","cited_by_count":21,"area":"agents"},{"id":"2507.14293","title":"WebGuard: Building a Generalizable Guardrail for Web Agents","created":"2025-07-18","cited_by_count":21,"area":"agents"},{"id":"2602.14296","title":"AutoWebWorld: Synthesizing Infinite Verifiable Web Environments via Finite State Machines","created":"2026-02-15","cited_by_count":21,"area":"agents"},{"id":"2507.21071","title":"FingerTip 20K: A Benchmark for Proactive and Personalized Mobile LLM Agents","created":"2025-06-09","cited_by_count":20,"area":"agents"},{"id":"2508.03700","title":"MagicGUI: A Foundational Mobile GUI Agent with Scalable Data Pipeline and Reinforcement Fine-tuning","created":"2025-07-19","cited_by_count":19,"area":"agents"},{"id":"2509.26386","title":"PANDA: Towards Generalist Video Anomaly Detection via Agentic AI Engineer","created":"2025-09-30","cited_by_count":19,"area":"agents"},{"id":"2510.27598","title":"InnovatorBench: Evaluating Agents' Ability to Conduct Innovative LLM Research","created":"2025-10-31","cited_by_count":19,"area":"agents"},{"id":"2510.18596","title":"CUARewardBench: A Benchmark for Evaluating Reward Models on Computer-using Agent","created":"2025-10-21","cited_by_count":18,"area":"agents"},{"id":"2511.22850","title":"Resolving Evidence Sparsity: Agentic Context Engineering for Long-Document Understanding","created":"2025-11-28","cited_by_count":18,"area":"agents"},{"id":"2602.14093","title":"GUI-GENESIS: Automated Synthesis of Efficient Environments with Verifiable Rewards for GUI Agent Post-Training","created":"2026-02-15","cited_by_count":18,"area":"agents"},{"id":"2603.20185","title":"VideoSeek: Long-Horizon Video Agent with Tool-Guided Seeking","created":"2026-03-20","cited_by_count":17,"area":"agents"},{"id":"2505.00416","title":"ScaleTrack: Scaling and back-tracking Automated GUI Agents","created":"2025-05-01","cited_by_count":16,"area":"agents"},{"id":"2509.26539","title":"Ferret-UI Lite: Lessons from Building Small On-Device GUI Agents","created":"2025-09-30","cited_by_count":16,"area":"agents"},{"id":"2601.05384","title":"Conformity and Social Impact on AI Agents","created":"2026-01-08","cited_by_count":16,"area":"agents"},{"id":"2602.20739","title":"PyVision-RL: Forging Open Agentic Vision Models via RL","created":"2026-02-24","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":"2506.14477","title":"GUI-Robust: A Comprehensive Dataset for Testing GUI Agent Robustness in Real-World Anomalies","created":"2025-06-17","cited_by_count":15,"area":"agents"},{"id":"2508.01415","title":"RoboMemory: A Brain-inspired Multi-memory Agentic Framework for Interactive Environmental Learning in Physical Embodied Systems","created":"2025-08-02","cited_by_count":15,"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":"2511.09157","title":"ProBench: Benchmarking GUI Agents with Accurate Process Information","created":"2025-11-12","cited_by_count":15,"area":"agents"},{"id":"2511.18538","title":"From Code Foundation Models to Agents and Applications: A Comprehensive Survey and Practical Guide to Code Intelligence","created":"2025-11-23","cited_by_count":15,"area":"agents"},{"id":"2601.21468","title":"MemOCR: Layout-Aware Visual Memory for Efficient Long-Horizon Reasoning","created":"2026-01-29","cited_by_count":15,"area":"agents"},{"id":"2604.08545","title":"Act Wisely: Cultivating Meta-Cognitive Tool Use in Agentic Multimodal Models","created":"2026-04-09","cited_by_count":14,"area":"agents"},{"id":"2512.23646","title":"Active Perception Agent for Omnimodal Audio-Video Understanding","created":"2025-12-29","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":"2510.20333","title":"GhostEI-Bench: Do Mobile Agents Resilience to Environmental Injection in Dynamic On-Device Environments?","created":"2025-10-23","cited_by_count":12,"area":"agents"},{"id":"2509.22601","title":"Learn the Ropes, Then Trust the Wins: Self-imitation with Progressive Exploration for Agentic Reinforcement Learning","created":"2025-09-26","cited_by_count":11,"area":"agents"},{"id":"2603.24533","title":"UI-Voyager: A Self-Evolving GUI Agent Learning via Failed Experience","created":"2026-03-25","cited_by_count":11,"area":"agents"},{"id":"2605.12481","title":"ToolCUA: Towards Optimal GUI-Tool Path Orchestration for Computer Use Agents","created":"2026-05-12","cited_by_count":11,"area":"agents"},{"id":"2508.04026","title":"VeriWeb: Verifiable Long-Chain Web Benchmark for Agentic Information-Seeking","created":"2025-08-06","cited_by_count":10,"area":"agents"},{"id":"2509.13399","title":"EdiVal-Agent: An Object-Centric Framework for Automated, Fine-Grained Evaluation of Multi-Turn Editing","created":"2025-09-16","cited_by_count":10,"area":"agents"},{"id":"2510.14621","title":"ColorBench: Benchmarking Mobile Agents with Graph-Structured Framework for Complex Long-Horizon Tasks","created":"2025-10-16","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":"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":"2507.16853","title":"MobileUse: A GUI Agent with Hierarchical Reflection for Autonomous Mobile Operation","created":"2025-07-21","cited_by_count":9,"area":"agents"},{"id":"2510.01670","title":"Just Do It!? Computer-Use Agents Exhibit Blind Goal-Directedness","created":"2025-10-02","cited_by_count":9,"area":"agents"},{"id":"2603.17307","title":"Symphony: A Cognitively-Inspired Multi-Agent System for Long-Video Understanding","created":"2026-03-18","cited_by_count":9,"area":"agents"},{"id":"2603.17670","title":"AgentVLN: Towards Agentic Vision-and-Language Navigation","created":"2026-03-18","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":"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":"2602.03320","title":"MedSAM-Agent: Empowering Interactive Medical Image Segmentation with Multi-turn Agentic Reinforcement Learning","created":"2026-02-03","cited_by_count":8,"area":"agents"},{"id":"2604.07765","title":"RemoteAgent: Bridging Vague Human Intents and Earth Observation with RL-based Agentic MLLMs","created":"2026-04-09","cited_by_count":8,"area":"agents"},{"id":"2507.07445","title":"StarDojo: Benchmarking Open-Ended Behaviors of Agentic Multimodal LLMs in Production-Living Simulations with Stardew Valley","created":"2025-07-10","cited_by_count":7,"area":"agents"},{"id":"2509.26506","title":"SCUBA: Salesforce Computer Use Benchmark","created":"2025-09-30","cited_by_count":7,"area":"agents"},{"id":"2510.19386","title":"ColorAgent: Building A Robust, Personalized, and Interactive OS Agent","created":"2025-10-22","cited_by_count":7,"area":"agents"},{"id":"2511.14446","title":"Agentic Video Intelligence: A Flexible Framework for Advanced Video Exploration and Understanding","created":"2025-11-18","cited_by_count":7,"area":"agents"},{"id":"2512.16501","title":"VenusBench-GD: A Comprehensive Multi-Platform GUI Benchmark for Diverse Grounding Tasks","created":"2025-12-18","cited_by_count":7,"area":"agents"},{"id":"2601.20732","title":"Continual GUI Agents","created":"2026-01-28","cited_by_count":7,"area":"agents"},{"id":"2601.21403","title":"DataCross: A Unified Benchmark and Agent Framework for Cross-Modal Heterogeneous Data Analysis","created":"2026-01-29","cited_by_count":7,"area":"agents"},{"id":"2601.22528","title":"Darwinian Memory: A Training-Free Self-Regulating Memory System for GUI Agent Evolution","created":"2026-01-30","cited_by_count":7,"area":"agents"},{"id":"2602.03045","title":"Clarify Before You Draw: Proactive Agents for Robust Text-to-CAD Generation","created":"2026-02-03","cited_by_count":7,"area":"agents"},{"id":"2602.07801","title":"VideoTemp-o3: Harmonizing Temporal Grounding and Video Understanding in Agentic Thinking-with-Videos","created":"2026-02-08","cited_by_count":7,"area":"agents"},{"id":"2606.22864","title":"When AUC 0.998 Is Not Enough: A Candidate Evaluation Protocol for Hidden-State Probes of Indirect Prompt Injection in Multimodal Computer-Use Agents","created":"2026-06-22","cited_by_count":7,"area":"agents"},{"id":"2503.00729","title":"CLEA: Closed-Loop Embodied Agent for Enhancing Task Execution in Dynamic Environments","created":"2025-03-02","cited_by_count":6,"area":"agents"},{"id":"2506.18472","title":"AViLA: Asynchronous Vision-Language Agent for Streaming Multimodal Data Interaction","created":"2025-06-23","cited_by_count":6,"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"}],"next_cursor":"100"}