multimodal large language model

Video-CoE: Reinforcing Video Event Prediction via Chain of Events CVPR 2026 VideoMind: Thinking in Steps for Long Video Understanding EACL 2026 Video-Only ToM: Enhancing Theory of Mind in Multimodal Large Language Models CVPR 2026 Video Spatial Reasoning with Object-Centric 3D Rollout AAAI 2026 VideoSSR: Video Self-Supervised Reinforcement Learning CVPR 2026 VideoStir: Understanding Long Videos via Spatio-Temporally Structured and Intent-Aware RAG ACL 2026 Vinedresser3D: Towards Agentic Text-guided 3D Editing CVPR 2026 VinQA: Visual Elements Interleaved Long-form Answer Generation for Real-World Multimodal Document QA CVPR 2026 VIR-Bench: Evaluating Geospatial and Temporal Understanding of MLLMs via Travel Video Itinerary Reconstruction AAAI 2026 VisAidMath: Benchmarking Visual-Aided Mathematical Reasoning ACL 2026 Vision-Language Introspection: Mitigating Overconfident Hallucinations in MLLMs via Interpretable Bi-Causal Steering ACL 2026 Vista: Scene-Aware Optimization for Streaming Video Question Answering Under Post-Hoc Queries AAAI 2026 Visual Attention Reasoning via Hierarchical Search and Self-Verification ACL 2026 Visual Self-Fulfilling Alignment: Shaping Safety-Oriented Personas via Threat-Related Images ACL 2026 VLN-MME: Diagnosing MLLMs as Language-guided Visual Navigation Agents ACL 2026 VMD-FACT: A New Video Dataset and MLLM-based method for Detecting Realistic AI-Generated Video Misinformation CVPR 2026 VP-Bench: A Comprehensive Benchmark for Visual Prompting in Multimodal Large Language Models AAAI 2026 VULCAN: Tool-Augmented Multi Agents for Iterative 3D Object Arrangement CVPR 2026 WeaveTime: Streaming from Earlier Frames into Emergent Memory in VideoLLMs CVPR 2026 WeMMU: Enhanced Bridging of Vision-Language Models and Diffusion Models via Noisy Query Tokens CVPR 2026 What Do Visual Tokens Really Encode? Uncovering Sparsity and Redundancy in Multimodal Large Language Models CVPR 2026 What Makes a Good Generated Image? Investigating Human and Multimodal LLM Image Preference Alignment AAAI 2026 When Eyes and Ears Disagree: Can MLLMs Discern Audio-Visual Confusion? AAAI 2026 When Privacy Meets Recovery: The Overlooked Half of Surrogate-Driven Privacy Preservation for MLLM Editing AAAI 2026 When Safe Unimodal Inputs Collide: Optimizing Reasoning Chains for Cross-Modal Safety in Multimodal Large Language Models AAAI 2026