{"total":24,"rows":[{"id":"2505.14231","title":"UniVG-R1: Reasoning Guided Universal Visual Grounding with Reinforcement Learning","created":"2025-05-20","cited_by_count":84,"area":"lr"},{"id":"2507.07966","title":"Scaling RL to Long Videos","created":"2025-07-10","cited_by_count":84,"area":"lr"},{"id":"2505.02064","title":"RTV-Bench: Benchmarking MLLM Continuous Perception, Understanding and Reasoning through Real-Time Video","created":"2025-05-04","cited_by_count":21,"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":"2607.24904","title":"Mage-VL: An Efficient Codec-Native Streaming Multimodal Foundation Model","created":"2026-07-27","cited_by_count":10,"area":"lr"},{"id":"2508.10576","title":"HumanSense: From Multimodal Perception to Empathetic Context-Aware Responses through Reasoning MLLMs","created":"2025-08-14","cited_by_count":9,"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":"2512.01707","title":"StreamGaze: Gaze-Guided Temporal Reasoning and Proactive Understanding in Streaming Videos","created":"2025-12-01","cited_by_count":8,"area":"lr"},{"id":"2504.15415","title":"IV-Bench: A Benchmark for Image-Grounded Video Perception and Reasoning in Multimodal LLMs","created":"2025-04-21","cited_by_count":7,"area":"lr"},{"id":"2507.05258","title":"Spatio-Temporal LLM: Reasoning about Environments and Actions","created":"2025-07-07","cited_by_count":6,"area":"lr"},{"id":"2511.00141","title":"FLoC: Facility Location-Based Efficient Visual Token Compression for Long Video Understanding","created":"2025-10-31","cited_by_count":6,"area":"lr"},{"id":"2605.22269","title":"MuKV: Multi-Grained KV Cache Compression for Long Streaming Video Question-Answering","created":"2026-05-21","cited_by_count":6,"area":"lr"},{"id":"2509.11796","title":"FineQuest: Adaptive Knowledge-Assisted Sports Video Understanding via Agent-of-Thoughts Reasoning","created":"2025-09-15","cited_by_count":5,"area":"lr"},{"id":"2511.20644","title":"Vision-Language Memory for Spatial Reasoning","created":"2025-11-25","cited_by_count":5,"area":"lr"},{"id":"2603.15280","title":"Advancing Multimodal Agent Reasoning with Long-Term Neuro-Symbolic Memory","created":"2026-03-16","cited_by_count":5,"area":"lr"},{"id":"2512.09354","title":"Video-QTR: Query-Driven Temporal Reasoning Framework for Lightweight Video Understanding","created":"2025-12-10","cited_by_count":4,"area":"lr"},{"id":"2606.07433","title":"Watch, Remember, Reason: Human-View Video Understanding with MLLMs","created":"2026-06-05","cited_by_count":4,"area":"lr"},{"id":"2508.10287","title":"JRDB-Reasoning: A Difficulty-Graded Benchmark for Visual Reasoning in Robotics","created":"2025-08-14","cited_by_count":3,"area":"lr"},{"id":"2602.13332","title":"MedScope: Incentivizing \"Think with Videos\" for Clinical Reasoning via Coarse-to-Fine Tool Calling","created":"2026-02-11","cited_by_count":2,"area":"lr"},{"id":"2603.13412","title":"WAT: Online Video Understanding Needs Watching Before Thinking","created":"2026-03-12","cited_by_count":2,"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":"2605.15054","title":"LATERN: Test-Time Context-Aware Explainable Video Anomaly Detection","created":"2026-05-14","cited_by_count":0,"area":"lr"},{"id":"2606.03100","title":"Zero-Shot 3D Question Answering via Hierarchical View-to-Token Transportation","created":"2026-06-02","cited_by_count":0,"area":"lr"}],"next_cursor":null}