{"total":32,"rows":[{"id":"2506.13654","title":"Ego-R1: Chain-of-Tool-Thought for Ultra-Long Egocentric Video Reasoning","created":"2025-06-16","cited_by_count":68,"area":"lr"},{"id":"2512.02425","title":"WorldMM: Dynamic Multimodal Memory Agent for Long Video Reasoning","created":"2025-12-02","cited_by_count":53,"area":"lr"},{"id":"2506.06097","title":"VideoChat-A1: Thinking with Long Videos by Chain-of-Shot Reasoning","created":"2025-06-06","cited_by_count":32,"area":"lr"},{"id":"2510.14032","title":"Vgent: Graph-based Retrieval-Reasoning-Augmented Generation For Long Video Understanding","created":"2025-10-15","cited_by_count":31,"area":"lr"},{"id":"2507.02001","title":"Temporal Chain of Thought: Long-Video Understanding by Thinking in Frames","created":"2025-07-01","cited_by_count":27,"area":"lr"},{"id":"2509.24786","title":"LOVE-R1: Advancing Long Video Understanding with an Adaptive Zoom-in Mechanism via Multi-Step Reasoning","created":"2025-09-29","cited_by_count":27,"area":"lr"},{"id":"2512.20618","title":"LongVideoAgent: Multi-Agent Reasoning with Long Videos","created":"2025-12-23","cited_by_count":25,"area":"lr"},{"id":"2604.17052","title":"OASIS: On-Demand Hierarchical Event Memory for Streaming Video Reasoning","created":"2026-04-18","cited_by_count":19,"area":"lr"},{"id":"2603.01455","title":"From Verbatim to Gist: Distilling Pyramidal Multimodal Memory via Semantic Information Bottleneck for Long-Horizon Video Agents","created":"2026-03-02","cited_by_count":15,"area":"lr"},{"id":"2505.24164","title":"Mixed-R1: Unified Reward Perspective For Reasoning Capability in Multimodal Large Language Models","created":"2025-05-30","cited_by_count":13,"area":"lr"},{"id":"2508.01546","title":"E-VRAG: Enhancing Long Video Understanding with Resource-Efficient Retrieval Augmented Generation","created":"2025-08-03","cited_by_count":12,"area":"lr"},{"id":"2510.10518","title":"VR-Thinker: Boosting Video Reward Models through Thinking-with-Image Reasoning","created":"2025-10-12","cited_by_count":12,"area":"lr"},{"id":"2508.04524","title":"RAIDX: A Retrieval-Augmented Generation and GRPO Reinforcement Learning Framework for Explainable Deepfake Detection","created":"2025-08-06","cited_by_count":8,"area":"lr"},{"id":"2508.07470","title":"AURA: A Fine-Grained Benchmark and Decomposed Metric for Audio-Visual Reasoning","created":"2025-08-10","cited_by_count":8,"area":"lr"},{"id":"2603.04977","title":"Think, Then Verify: A Hypothesis-Verification Multi-Agent Framework for Long Video Understanding","created":"2026-03-05","cited_by_count":8,"area":"lr"},{"id":"2510.15440","title":"Select Less, Reason More: Prioritizing Evidence Purity for Video Reasoning","created":"2025-10-17","cited_by_count":5,"area":"lr"},{"id":"2512.16978","title":"A Benchmark for Omni-Modal Reasoning in Long Videos","created":"2025-12-18","cited_by_count":5,"area":"lr"},{"id":"2602.18702","title":"Think with Grounding: Curriculum Reinforced Reasoning with Video Grounding for Long Video Understanding","created":"2026-02-21","cited_by_count":4,"area":"lr"},{"id":"2605.08271","title":"Bridging Modalities, Spanning Time: Structured Memory for Ultra-Long Agentic Video Reasoning","created":"2026-05-08","cited_by_count":4,"area":"lr"},{"id":"2510.04428","title":"A.I.R.: Enabling Adaptive, Iterative, and Reasoning-based Frame Selection For Video Question Answering","created":"2025-10-06","cited_by_count":3,"area":"lr"},{"id":"2511.12371","title":"Reasoning Text-to-Video Retrieval via Digital Twin Video Representations and Large Language Models","created":"2025-11-15","cited_by_count":3,"area":"lr"},{"id":"2605.28192","title":"Agentic Active Omni-Modal Perception for Multi-Hop Audio-Visual Reasoning","created":"2026-05-27","cited_by_count":3,"area":"lr"},{"id":"2512.00805","title":"Thinking with Drafts: Speculative Temporal Reasoning for Efficient Long Video Understanding","created":"2025-11-30","cited_by_count":2,"area":"lr"},{"id":"2603.23483","title":"SpecEyes: Accelerating Agentic Multimodal LLMs via Speculative Perception and Planning","created":"2026-03-24","cited_by_count":1,"area":"lr"},{"id":"2607.05511","title":"Light-Omni: Reflex over Reasoning in Agentic Video Understanding with Long-Term Memory","created":"2026-07-06","cited_by_count":1,"area":"lr"},{"id":"2607.10190","title":"PhysMRV: Physical Memory Retrieval and Verification for Physics Plausibility Reasoning","created":"2026-07-11","cited_by_count":0,"area":"lr"},{"id":"2608.05592","title":"Beyond Frame Selection: Rethinking Long-Video Understanding with MLLMs","created":"2026-08-06","cited_by_count":0,"area":"lr"},{"id":"2608.18532","title":"StateTrace: An Object-Centric Framework for Hidden-State Spatiotemporal Reasoning in Long Videos","created":"2026-08-19","cited_by_count":0,"area":"lr"},{"id":"2608.27871","title":"Temporal Tree of Thought: Reasoning-Guided Visual Cue Search for Long-Video Understanding","created":"2026-08-28","cited_by_count":0,"area":"lr"},{"id":"2608.28699","title":"Beyond Visual Boundaries: Rethinking Scene Segmentation for Movie RAG","created":"2026-08-27","cited_by_count":0,"area":"lr"},{"id":"2609.38119","title":"VideoLoop: Looped Working Memory Against Semantic Thrashing in Long-Form Video Agents","created":"2026-09-29","cited_by_count":0,"area":"lr"},{"id":"2610.01936","title":"Mapping the RAG Landscape: A Four Axis Taxonomy of Efficiency, Defense, Interactivity, and Reasoning","created":"2026-10-01","cited_by_count":0,"area":"lr"}],"next_cursor":null}