multimodal large language model

Hidden Ghost Hand: Unveiling Backdoor Vulnerabilities in MLLM-Powered Mobile GUI Agents EMNLP 2025 Hidden in Plain Sight: Reasoning in Underspecified and Misspecified Scenarios for Multimodal LLMs EMNLP 2025 HiDe-LLaVA: Hierarchical Decoupling for Continual Instruction Tuning of Multimodal Large Language Model ACL 2025 HierarQ: Task-Aware Hierarchical Q-Former for Enhanced Video Understanding CVPR 2025 Hints of Prompt: Enhancing Visual Representation for Multimodal LLMs in Autonomous Driving ICCV 2025 HIS-GPT: Towards 3D Human-In-Scene Multimodal Understanding ICCV 2025 HOIGen-1M: A Large-scale Dataset for Human-Object Interaction Video Generation CVPR 2025 How Can Objects Help Video-Language Understanding? ICCV 2025 How Do Multimodal Large Language Models Handle Complex Multimodal Reasoning? Placing Them in An Extensible Escape Game ICCV 2025 Human-centered Interactive Learning via MLLMs for Text-to-Image Person Re-identification CVPR 2025 Human Motion Instruction Tuning CVPR 2025 HVGuard: Utilizing Multimodal Large Language Models for Hateful Video Detection EMNLP 2025 Hybrid-Level Instruction Injection for Video Token Compression in Multi-modal Large Language Models CVPR 2025 IAA: Inner-Adaptor Architecture Empowers Frozen Large Language Model with Multimodal Capabilities AAAI 2025 ICG: Improving Cover Image Generation via MLLM-based Prompting and Personalized Preference Alignment EMNLP 2025 ICM-Assistant: Instruction-tuning Multimodal Large Language Models for Rule-based Explainable Image Content Moderation AAAI 2025 IDEA-Bench: How Far are Generative Models from Professional Designing? CVPR 2025 I Dream My Painting: Connecting MLLMs and Diffusion Models via Prompt Generation for Text-Guided Multi-Mask Inpainting WACV 2025 ILLUME: Illuminating Your LLMs to See, Draw, and Self-Enhance ICCV 2025 Image Captioning Evaluation in the Age of Multimodal LLMs: Challenges and Future Perspectives IJCAI 2025 Image Regeneration: Evaluating Text-to-Image Model via Generating Identical Image with Multimodal Large Language Models AAAI 2025 ImaRA: An Imaginative Frame Augmented Method for Low-Resource Multimodal Metaphor Detection and Explanation NAACL 2025 Img-Diff: Contrastive Data Synthesis for Multimodal Large Language Models CVPR 2025 Immune: Improving Safety Against Jailbreaks in Multi-modal LLMs via Inference-Time Alignment CVPR 2025 Improving MLLM’s Document Image Machine Translation via Synchronously Self-reviewing Its OCR Proficiency ACL 2025