multimodal large language model

When Seeing Is not Enough: Revealing the Limits of Active Reasoning in MLLMs ACL 2026 When Understanding Becomes a Risk: Authenticity and Safety Risks in the Emerging Image Generation Paradigm CVPR 2026 When Visualizing is the First Step to Reasoning: MIRA, a Benchmark for Visual Chain-of-Thought CVPR 2026 Where and What: Reasoning Dynamic and Implicit Preferences in Situated Conversational Recommendation ACL 2026 Where Does Vision Meet Language? Understanding and Refining Visual Fusion in MLLMs via Contrastive Attention CVPR 2026 Widget2Code: From Visual Widgets to UI Code via Multimodal LLMs CVPR 2026 Will Multimodal Models Be Dazzled by Multi-Image Visual Puzzles? CVPR 2026 X-PCR: A Benchmark for Cross-modality Progressive Clinical Reasoning in Ophthalmic Diagnosis CVPR 2026 X-SAM: From Segment Anything to Any Segmentation AAAI 2026 You May Speak Freely: Improving the Fine-Grained Visual Recognition Capabilities of Multimodal Large Language Models with Answer Extraction WACV 2026 Zer0-Jack: A memory-efficient gradient-based jailbreaking method for black box Multi-modal Large Language Models EACL 2026 ZINA: Multimodal Fine-grained Hallucination Detection and Editing CVPR 2026 γ-MoD: Exploring Mixture-of-Depth Adaptation for Multimodal Large Language Models ICLR 2025 4D-Bench: Benchmarking Multi-modal Large Language Models for 4D Object Understanding ICCV 2025 4D LangSplat: 4D Language Gaussian Splatting via Multimodal Large Language Models CVPR 2025 Accelerating Multimodal Large Language Models by Searching Optimal Vision Token Reduction CVPR 2025 ACE-M3: Automatic Capability Evaluator for Multimodal Medical Models COLING 2025 A Comprehensive Overhaul of Multimodal Assistant with Small Language Models AAAI 2025 ActiView: Evaluating Active Perception Ability for Multimodal Large Language Models ACL 2025 AdaDARE-gamma: Balancing Stability and Plasticity in Multi-modal LLMs through Efficient Adaptation CVPR 2025 AdamMeme: Adaptively Probe the Reasoning Capacity of Multimodal Large Language Models on Harmfulness ACL 2025 AdaMMS: Model Merging for Heterogeneous Multimodal Large Language Models with Unsupervised Coefficient Optimization CVPR 2025 AdaptAgent: Adapting Multimodal Web Agents with Few-Shot Learning from Human Demonstrations ACL 2025 Adapting Multi-modal Large Language Model to Concept Drift From Pre-training Onwards ICLR 2025 Adaptive Collaborative Labeling with MLLMs for Low-Resource Multimodal Emotion Recognition IJCNLP 2025