cross-modal reasoning

AbductiveMLLM: Boosting Visual Abductive Reasoning Within MLLMs AAAI 2026 Alert-CLIP: Abnormality-aware Latent-Enhanced Representation Tuning of CLIP for Video Anomaly Detection CVPR 2026 Benchmarking and Mitigating the Impact of Noisy User Prompts in Medical VLMs via Cross-Modal Reflection EACL 2026 Benchmarking Large Vision-Language Models on CFMME: A Comprehensive Chinese Financial Multimodal Evaluation Dataset ACL 2026 Bridging Pixels and Words: Mask-Aware Local Semantic Fusion for Multimodal Media Verification CVPR 2026 Can a Second-View Image Be a Language? Geometric and Semantic Cross-Modal Reasoning for X-ray Prohibited Item Detection CVPR 2026 CRIT: Graph-Based Automatic Data Synthesis to Enhance Cross-Modal Multi-Hop Reasoning CVPR 2026 CrossCheck-Bench: Diagnosing Compositional Failures in Multimodal Conflict Resolution AAAI 2026 EgoSound: Benchmarking Sound Understanding in Egocentric Videos CVPR 2026 GUI-CEval: A Hierarchical and Comprehensive Chinese Benchmark for Mobile GUI Agents CVPR 2026 HAVE-Bench: Hierarchical Audio-Visual Evaluation from Perception to Interaction CVPR 2026 “I See What You Did There”: Can Large Vision-Language Models Understand Multimodal Puns? ACL 2026 MM-R1: Unleashing the Power of Unified Multimodal Large Language Models for Personalized Image Generation AAAI 2026 Predictive Regularization Against Visual Representation Degradation in Multimodal Large Language Models CVPR 2026 Probing Audio-Visual Reasoning in Multimodal Language Models through the Lens of Audio ACL 2026 SVAgent: Storyline-guided Long Video Understanding via Cross-Modal Multi-Agent Collaboration CVPR 2026 TGCA-LLM: Time-Aware Graph-Text Contrastive Alignment for Enhancing LLMs in Temporal Knowledge Graph Completion AAAI 2026 Think in Latent Thoughts: A New Paradigm for Gloss-Free Sign Language Translation ACL 2026 Towards Scalable Web Accessibility Audit with MLLMs as Copilots AAAI 2026 Training-Only Heterogeneous Image-Patch-Text Graph Supervision for Advancing Few-Shot Learning Adapters CVPR 2026 UNeMo: Collaborative Visual-Language Reasoning and Navigation via a Multimodal World Model AAAI 2026 VLHSA: Vision-Language Hierarchical Semantic Alignment for Jigsaw Puzzle Solving with Eroded Gaps (Student Abstract) AAAI 2026 X-PCR: A Benchmark for Cross-modality Progressive Clinical Reasoning in Ophthalmic Diagnosis CVPR 2026 Aligning Vision to Language: Annotation-Free Multimodal Knowledge Graph Construction for Enhanced LLMs Reasoning ICCV 2025 AVHBench: A Cross-Modal Hallucination Benchmark for Audio-Visual Large Language Models ICLR 2025