{"total":18,"rows":[{"id":"2503.05379","title":"R1-Omni: Explainable Omni-Multimodal Emotion Recognition with Reinforcement Learning","created":"2025-03-07","cited_by_count":100,"area":"lr"},{"id":"2510.10689","title":"OmniVideoBench: Towards Audio-Visual Understanding Evaluation for Omni MLLMs","created":"2025-10-12","cited_by_count":59,"area":"lr"},{"id":"2506.21277","title":"HumanOmniV2: From Understanding to Omni-Modal Reasoning with Context","created":"2025-06-26","cited_by_count":55,"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":"2509.24322","title":"Multimodal Large Language Models Meet Multimodal Emotion Recognition and Reasoning: A Survey","created":"2025-09-29","cited_by_count":19,"area":"lr"},{"id":"2508.01181","title":"Benchmarking and Bridging Emotion Conflicts for Multimodal Emotion Reasoning","created":"2025-08-02","cited_by_count":12,"area":"lr"},{"id":"2508.03100","title":"AVATAR: Reinforcement Learning to See, Hear, and Reason Over Video","created":"2025-08-05","cited_by_count":12,"area":"lr"},{"id":"2602.05847","title":"OmniVideo-R1: Reinforcing Audio-visual Reasoning with Query Intention and Modality Attention","created":"2026-02-05","cited_by_count":11,"area":"lr"},{"id":"2602.00971","title":"Unveiling the Cognitive Compass: Theory-of-Mind-Guided Multimodal Emotion Reasoning","created":"2026-02-01","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":"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":"2506.01133","title":"From Words to Waves: Analyzing Concept Formation in Speech and Text-Based Foundation Models","created":"2025-06-01","cited_by_count":1,"area":"lr"},{"id":"2604.16617","title":"AVRT: Audio-Visual Reasoning Transfer through Single-Modality Teachers","created":"2026-04-17","cited_by_count":1,"area":"lr"},{"id":"2605.15764","title":"GRASP: Learning to Ground Social Reasoning in Multi-Person Non-Verbal Interactions","created":"2026-05-15","cited_by_count":1,"area":"lr"},{"id":"2603.16463","title":"Follow the Clues, Frame the Truth: Hybrid-evidential Deductive Reasoning in Open-Vocabulary Multimodal Emotion Recognition","created":"2026-03-17","cited_by_count":0,"area":"lr"},{"id":"2604.00013","title":"C2F-Thinker: Coarse-to-Fine Reasoning with Hint-Guided Reinforcement Learning for Multimodal Sentiment Analysis","created":"2026-03-10","cited_by_count":0,"area":"lr"},{"id":"2609.40079","title":"LongEmo: Towards Emotion Understanding and Reasoning in Long Videos","created":"2026-09-30","cited_by_count":0,"area":"lr"},{"id":"2610.12458","title":"OmniCapBench: A Deep-Structured Evaluation Framework for Fine-Grained Audio-Visual Captioning","created":"2026-10-08","cited_by_count":0,"area":"lr"}],"next_cursor":null}