{"total":53,"rows":[{"id":"2406.07476","title":"VideoLLaMA 2: Advancing Spatial-Temporal Modeling and Audio Understanding in Video-LLMs","created":"2024-06-11","cited_by_count":771,"area":null},{"id":"2501.13106","title":"VideoLLaMA 3: Frontier Multimodal Foundation Models for Image and Video Understanding","created":"2025-01-22","cited_by_count":518,"area":null},{"id":"2404.16994","title":"PLLaVA : Parameter-free LLaVA Extension from Images to Videos for Video Dense Captioning","created":"2024-04-25","cited_by_count":322,"area":"mllm"},{"id":"2408.03615","title":"Optimus-1: Hybrid Multimodal Memory Empowered Agents Excel in Long-Horizon Tasks","created":"2024-08-07","cited_by_count":84,"area":"agents"},{"id":"2404.09498","title":"FusionMamba: Dynamic Feature Enhancement for Multimodal Image Fusion with Mamba","created":"2024-04-15","cited_by_count":81,"area":"ssm"},{"id":"2508.13073","title":"Large VLM-based Vision-Language-Action Models for Robotic Manipulation: A Survey","created":"2025-08-18","cited_by_count":69,"area":"vla"},{"id":"2503.03663","title":"LION-FS: Fast & Slow Video-Language Thinker as Online Video Assistant","created":"2025-03-05","cited_by_count":58,"area":null},{"id":"2410.18325","title":"AVHBench: A Cross-Modal Hallucination Benchmark for Audio-Visual Large Language Models","created":"2024-10-23","cited_by_count":56,"area":null},{"id":"2503.19951","title":"Audio-centric Video Understanding Benchmark without Text Shortcut","created":"2025-03-25","cited_by_count":36,"area":"mllm"},{"id":"2505.16827","title":"GUI-explorer: Autonomous Exploration and Mining of Transition-aware Knowledge for GUI Agent","created":"2025-05-22","cited_by_count":35,"area":"agents"},{"id":"2505.20862","title":"AVCD: Mitigating Hallucinations in Audio-Visual Large Language Models through Contrastive Decoding","created":"2025-05-27","cited_by_count":30,"area":"mllm"},{"id":"2410.15595","title":"A Comprehensive Survey of Direct Preference Optimization: Datasets, Theories, Variants, and Applications","created":"2024-10-21","cited_by_count":27,"area":"lr"},{"id":"2412.11694","title":"From Specific-MLLMs to Omni-MLLMs: A Survey on MLLMs Aligned with Multi-modalities","created":"2024-12-16","cited_by_count":22,"area":null},{"id":"2411.02327","title":"PPLLaVA: Varied Video Sequence Understanding With Prompt Guidance","created":"2024-11-04","cited_by_count":20,"area":"inference"},{"id":"2501.02135","title":"AVTrustBench: Assessing and Enhancing Reliability and Robustness in Audio-Visual LLMs","created":"2025-01-03","cited_by_count":19,"area":"mllm"},{"id":"2601.19267","title":"DiaDem: Advancing Dialogue Descriptions in Audiovisual Video Captioning for Multimodal Large Language Models","created":"2026-01-27","cited_by_count":13,"area":"mllm"},{"id":"2506.07016","title":"MAGNET: A Multi-agent Framework for Finding Audio-Visual Needles by Reasoning over Multi-Video Haystacks","created":"2025-06-08","cited_by_count":12,"area":"mllm"},{"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":"2412.19139","title":"PlanLLM: Video Procedure Planning with Refinable Large Language Models","created":"2024-12-26","cited_by_count":10,"area":null},{"id":"2503.23219","title":"Aurelia: Test-time Reasoning Distillation in Audio-Visual LLMs","created":"2025-03-29","cited_by_count":9,"area":"lr"},{"id":"2504.07519","title":"VideoExpert: Augmented LLM for Temporal-Sensitive Video Understanding","created":"2025-04-10","cited_by_count":9,"area":null},{"id":"2505.20873","title":"Fork-Merge Decoding: Enhancing Multimodal Understanding in Audio-Visual Large Language Models","created":"2025-05-27","cited_by_count":8,"area":null},{"id":"2502.11453","title":"Connector-S: A Survey of Connectors in Multi-modal Large Language Models","created":"2025-02-17","cited_by_count":7,"area":"mllm"},{"id":"2601.13143","title":"FastAV: Efficient Token Pruning for Audio-Visual Large Language Model Inference","created":"2026-01-19","cited_by_count":7,"area":"inference"},{"id":"2503.09321","title":"DAVE: Diagnostic benchmark for Audio Visual Evaluation","created":"2025-03-12","cited_by_count":6,"area":null},{"id":"2608.27550","title":"Beyond Data Scaling: Representation-Centric Continued Pre-training for Vision-Language-Action Models","created":"2026-08-27","cited_by_count":6,"area":"vla"},{"id":"2601.21181","title":"MAD: Modality-Adaptive Decoding for Mitigating Cross-Modal Hallucinations in Multimodal Large Language Models","created":"2026-01-29","cited_by_count":5,"area":"mllm"},{"id":"2605.10815","title":"Probing Cross-modal Information Hubs in Audio-Visual LLMs","created":"2026-05-11","cited_by_count":5,"area":null},{"id":"2605.15542","title":"DRS-GUI: Dynamic Region Search for Training-Free GUI Grounding","created":"2026-05-15","cited_by_count":5,"area":"mllm"},{"id":"2503.19794","title":"PAVE: Patching and Adapting Video Large Language Models","created":"2025-03-25","cited_by_count":4,"area":"lr"},{"id":"2505.20638","title":"Music Audio-Visual Question Answering Requires Specialized Multimodal Designs","created":"2025-05-27","cited_by_count":4,"area":"mllm"},{"id":"2504.16936","title":"Multifaceted Evaluation of Audio-Visual Capability for MLLMs: Effectiveness, Efficiency, Generalizability and Robustness","created":"2025-04-03","cited_by_count":3,"area":"mllm"},{"id":"2510.18346","title":"AV-Master: Dual-Path Comprehensive Perception Makes Better Audio-Visual Question Answering","created":"2025-10-21","cited_by_count":3,"area":null},{"id":"2605.11605","title":"Keep What Audio Cannot Say: Context-Preserving Token Pruning for Omni-LLMs","created":"2026-05-12","cited_by_count":3,"area":"inference"},{"id":"2504.08548","title":"COP-GEN-Beta: Unified Generative Modelling of COPernicus Imagery Thumbnails","created":"2025-04-11","cited_by_count":2,"area":"diffusion"},{"id":"2506.21556","title":"VAT-KG: Knowledge-Intensive Multimodal Knowledge Graph Dataset for Retrieval-Augmented Generation","created":"2025-06-11","cited_by_count":2,"area":"lr"},{"id":"2508.10745","title":"Agentic Design Review System","created":"2025-08-14","cited_by_count":2,"area":"agents"},{"id":"2510.16036","title":"IAD-GPT: Advancing Visual Knowledge in Multimodal Large Language Model for Industrial Anomaly Detection","created":"2025-10-16","cited_by_count":2,"area":"mllm"},{"id":"2606.21949","title":"CapRiCorn-1K: A Comprehensive Benchmark for Video Captioning and Subject Referential Consistency Across Temporal Scales","created":"2026-06-20","cited_by_count":2,"area":null},{"id":"2504.10443","title":"Multimodal Long Video Modeling Based on Temporal Dynamic Context","created":"2025-04-14","cited_by_count":1,"area":null},{"id":"2506.05260","title":"LeanPO: Lean Preference Optimization for Likelihood Alignment in Video-LLMs","created":"2025-06-05","cited_by_count":1,"area":"alignment"},{"id":"2604.14520","title":"Chain of Modality: From Static Fusion to Dynamic Orchestration in Omni-MLLMs","created":"2026-04-16","cited_by_count":1,"area":null},{"id":"2606.09641","title":"MAVIS: Multi-Agent Video Retrieval via Structured Video Understanding","created":"2026-06-08","cited_by_count":1,"area":null},{"id":"2606.10147","title":"From Senses to Decisions: The Information Flow of Auditory and Visual Perception in Multimodal LLMs","created":"2026-06-08","cited_by_count":1,"area":"mllm"},{"id":"2606.14958","title":"MVEB: Massive Video Embedding Benchmark","created":"2026-06-12","cited_by_count":1,"area":null},{"id":"2608.17605","title":"Multi-turn Conversational AI from Text to Multimodal Interaction: Data, Models, Evaluation, and Open Challenges","created":"2026-08-18","cited_by_count":1,"area":null},{"id":"2609.15128","title":"Omni-Streaming Thinking","created":"2026-09-14","cited_by_count":1,"area":null},{"id":"2609.31193","title":"Who Says What: Symbolic Trimodal Binding Mechanisms in Audio-Visual LLMs","created":"2026-09-25","cited_by_count":1,"area":"lr"},{"id":"2502.17000","title":"An Enhanced Large Language Model For Cross Modal Query Understanding System Using DL-KeyBERT Based CAZSSCL-MPGPT","created":"2025-02-24","cited_by_count":0,"area":null},{"id":"2601.17123","title":"Acoustic Field Video for Multimodal Scene Understanding","created":"2026-01-23","cited_by_count":0,"area":"mllm"},{"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":"2606.00508","title":"V-LynX: Token Interface Alignment for Video+X LLMs","created":"2026-05-30","cited_by_count":0,"area":null},{"id":"2609.32224","title":"RAO-Nav: Probing Omni-Language Models for Zero-shot Semantic Audio-Visual Navigation","created":"2026-09-26","cited_by_count":0,"area":null}],"next_cursor":null}