{"total":26,"rows":[{"id":"2406.19392","title":"ReXTime: A Benchmark Suite for Reasoning-Across-Time in Videos","created":"2024-06-27","cited_by_count":51,"area":"lr"},{"id":"2410.02763","title":"Vinoground: Scrutinizing LMMs over Dense Temporal Reasoning with Short Videos","created":"2024-10-03","cited_by_count":38,"area":"lr"},{"id":"2409.20365","title":"VideoINSTA: Zero-shot Long Video Understanding via Informative Spatial-Temporal Reasoning with LLMs","created":"2024-09-30","cited_by_count":29,"area":"lr"},{"id":"2408.15876","title":"Unleashing the Temporal-Spatial Reasoning Capacity of GPT for Training-Free Audio and Language Referenced Video Object Segmentation","created":"2024-08-28","cited_by_count":19,"area":"lr"},{"id":"2509.18639","title":"Understanding-in-Generation: Reinforcing Generative Capability of Unified Model via Infusing Understanding into Generation","created":"2025-09-23","cited_by_count":11,"area":"lr"},{"id":"2501.01426","title":"Unifying Specialized Visual Encoders for Video Language Models","created":"2025-01-02","cited_by_count":10,"area":"lr"},{"id":"2511.23477","title":"Video-CoM: Interactive Video Reasoning via Chain of Manipulations","created":"2025-11-28","cited_by_count":9,"area":"lr"},{"id":"2512.09616","title":"Rethinking Chain-of-Thought Reasoning for Videos","created":"2025-12-10","cited_by_count":9,"area":"lr"},{"id":"2504.04550","title":"Advancing Egocentric Video Question Answering with Multimodal Large Language Models","created":"2025-04-06","cited_by_count":8,"area":"lr"},{"id":"2503.09158","title":"FaVChat: Hierarchical Prompt-Query Guided Facial Video Understanding with Data-Efficient GRPO","created":"2025-03-12","cited_by_count":6,"area":"lr"},{"id":"2501.07227","title":"MECD+: Unlocking Event-Level Causal Graph Discovery for Video Reasoning","created":"2025-01-13","cited_by_count":5,"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":"2503.19794","title":"PAVE: Patching and Adapting Video Large Language Models","created":"2025-03-25","cited_by_count":4,"area":"lr"},{"id":"2511.05017","title":"Towards Mitigating Hallucinations in Large Vision-Language Models by Refining Textual Embeddings","created":"2025-11-07","cited_by_count":3,"area":"lr"},{"id":"2509.13161","title":"Enhancing Video Large Language Models with Structured Multi-Video Collaborative Reasoning","created":"2025-09-16","cited_by_count":2,"area":"lr"},{"id":"2509.21559","title":"X-CoT: Explainable Text-to-Video Retrieval via LLM-based Chain-of-Thought Reasoning","created":"2025-09-25","cited_by_count":2,"area":"lr"},{"id":"2603.12382","title":"SPARROW: Learning Spatial Precision and Temporal Referential Consistency in Pixel-Grounded Video MLLMs","created":"2026-03-12","cited_by_count":2,"area":"lr"},{"id":"2606.27999","title":"HumanMoveVQA: Can Video MLLMs reason about human movement in videos?","created":"2026-06-26","cited_by_count":2,"area":"lr"},{"id":"2505.17645","title":"HoloLLM: Multisensory Foundation Model for Language-Grounded Human Sensing and Reasoning","created":"2025-05-23","cited_by_count":1,"area":"lr"},{"id":"2604.18829","title":"DUALVISION: RGB-Infrared Multimodal Large Language Models for Robust Visual Reasoning","created":"2026-04-20","cited_by_count":1,"area":"lr"},{"id":"2502.11751","title":"Language Models Can See Better: Visual Contrastive Decoding For LLM Multimodal Reasoning","created":"2025-02-17","cited_by_count":0,"area":"lr"},{"id":"2509.18571","title":"Live-E2T: Real-time Threat Monitoring in Video via Deduplicated Event Reasoning and Chain-of-Thought","created":"2025-09-23","cited_by_count":0,"area":"lr"},{"id":"2602.19040","title":"Adaptive Multi-Agent Reasoning for Text-to-Video Retrieval","created":"2025-12-02","cited_by_count":0,"area":"lr"},{"id":"2604.19567","title":"Multi-modal Reasoning with LLMs for Visual Semantic Arithmetic","created":"2026-04-21","cited_by_count":0,"area":"lr"},{"id":"2605.26232","title":"Not All Modalities Are Equal: Instruction-Aware Gating for Multimodal Videos","created":"2026-05-25","cited_by_count":0,"area":"lr"},{"id":"2609.33338","title":"OPERA: A Unified Omnimodal Progressive Spatio-Temporal Reasoning Agent for Referring Video Segmentation","created":"2026-09-27","cited_by_count":0,"area":"lr"}],"next_cursor":null}