{"total":30,"rows":[{"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":"2503.10200","title":"LVAgent: Long Video Understanding by Multi-Round Dynamical Collaboration of MLLM Agents","created":"2025-03-13","cited_by_count":58,"area":"agents"},{"id":"2412.10471","title":"VCA: Video Curious Agent for Long Video Understanding","created":"2024-12-12","cited_by_count":56,"area":"agents"},{"id":"2501.02341","title":"UAVs Meet LLMs: Overviews and Perspectives Toward Agentic Low-Altitude Mobility","created":"2025-01-04","cited_by_count":49,"area":"agents"},{"id":"2504.04471","title":"VideoAgent2: Enhancing the LLM-Based Agent System for Long-Form Video Understanding by Uncertainty-Aware CoT","created":"2025-04-06","cited_by_count":38,"area":"agents"},{"id":"2406.16620","title":"OmAgent: A Multi-modal Agent Framework for Complex Video Understanding with Task Divide-and-Conquer","created":"2024-06-24","cited_by_count":34,"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":"2503.17709","title":"GUI-Xplore: Empowering Generalizable GUI Agents with One Exploration","created":"2025-03-22","cited_by_count":25,"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":"2503.16032","title":"Agentic Keyframe Search for Video Question Answering","created":"2025-03-20","cited_by_count":13,"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":"2512.23044","title":"Video-Browser: Towards Agentic Open-web Video Browsing","created":"2025-12-28","cited_by_count":10,"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":"2605.12571","title":"VideoSEAL: Mitigating Evidence Misalignment in Agentic Long Video Understanding by Decoupling Answer Authority","created":"2026-05-12","cited_by_count":6,"area":"agents"},{"id":"2602.03707","title":"OmniRAG-Agent: Agentic Omnimodal Reasoning for Low-Resource Long Audio-Video Question Answering","created":"2026-02-03","cited_by_count":5,"area":"agents"},{"id":"2603.22529","title":"Ego2Web: A Web Agent Benchmark Grounded in Egocentric Videos","created":"2026-03-23","cited_by_count":5,"area":"agents"},{"id":"2504.09583","title":"AirVista-II: An Agentic System for Embodied UAVs Toward Dynamic Scene Semantic Understanding","created":"2025-04-13","cited_by_count":4,"area":"agents"},{"id":"2503.00162","title":"PreMind: Multi-Agent Video Understanding for Advanced Indexing of Presentation-style Videos","created":"2025-02-28","cited_by_count":2,"area":"agents"},{"id":"2509.24943","title":"Perceive, Verify and Understand Long Video: Multi-Granular Perception and Active Verification via Interactive Agents","created":"2025-09-29","cited_by_count":2,"area":"agents"},{"id":"2512.03500","title":"EEA: Exploration-Exploitation Agent for Long Video Understanding","created":"2025-12-03","cited_by_count":2,"area":"agents"},{"id":"2609.11899","title":"Caption-once, Frames-on-Demand: Visual-Need Routing for Budget-Aware Agentic Long Video Understanding","created":"2026-09-10","cited_by_count":2,"area":"agents"},{"id":"2609.12818","title":"Online Video Agent Harness for Long Video Understanding","created":"2026-09-11","cited_by_count":2,"area":"agents"},{"id":"2606.04701","title":"Benchmarking Living-Screen-Native GUI Agents on Short-Video Platforms","created":"2026-06-03","cited_by_count":1,"area":"agents"},{"id":"2606.29472","title":"Agent-Computer Observation Interfaces Enable Dynamic Computer Use","created":"2026-06-28","cited_by_count":1,"area":"agents"},{"id":"2607.16189","title":"Searching Videos as Trees: Self-Correcting Agents for Grounded Long Video QA","created":"2026-07-17","cited_by_count":0,"area":"agents"},{"id":"2609.21386","title":"AgentVidBench: A Multi-Hop Video Question Answering Benchmark for Evaluating MLLM Agents","created":"2026-09-18","cited_by_count":0,"area":"agents"},{"id":"2609.37950","title":"Video-RSI: Recursive Self-Improvement of Video Understanding Agents via Harness Evolution","created":"2026-09-29","cited_by_count":0,"area":"agents"},{"id":"2610.01766","title":"VideoEvolve: Evolving Agent Harnesses for Video Temporal Grounding","created":"2026-10-01","cited_by_count":0,"area":"agents"},{"id":"2610.05400","title":"CASE: Cost-Aware Stopping for Efficient Long-Video Agents","created":"2026-10-04","cited_by_count":0,"area":"agents"},{"id":"2610.11171","title":"VAMR: Multi-Question Agentic Reasoning for Efficient Long-Form Video Understanding","created":"2026-10-08","cited_by_count":0,"area":"agents"}],"next_cursor":null}