Multimodal Learning

VisualCoder: Guiding Large Language Models in Code Execution with Fine-grained Multimodal Chain-of-Thought Reasoning NAACL 2025 Visual Contextual Attack: Jailbreaking MLLMs with Image-Driven Context Injection EMNLP 2025 Visual Cues Enhance Predictive Turn-Taking for Two-Party Human Interaction ACL 2025 Visual Cues Support Robust Turn-taking Prediction in Noise Interspeech 2025 Visual Description Grounding Reduces Hallucinations and Boosts Reasoning in LVLMs ICLR 2025 VisualEDU: A Benchmark for Assessing Coding and Visual Comprehension through Educational Problem-Solving Video Generation EMNLP 2025 Visual Evidence Prompting Mitigates Hallucinations in Large Vision-Language Models ACL 2025 VisualFusion: Enhancing Blog Content with Advanced Infographic Pipeline WACV 2025 Visual Graph Arena: Evaluating Visual Conceptualization of Vision and Multimodal Large Language Models ICML 2025 Visual Haystacks: A Vision-Centric Needle-In-A-Haystack Benchmark ICLR 2025 Visual Intention Grounding for Egocentric Assistants ICCV 2025 Visual Interestingness Decoded: How GPT-4o Mirrors Human Interests ICCV 2025 Visual Lexicon: Rich Image Features in Language Space CVPR 2025 Visually Guided Decoding: Gradient-Free Hard Prompt Inversion with Language Models ICLR 2025 Visual Modality Prompt for Adapting Vision-Language Object Detectors ICCV 2025 Visual-O1: Understanding Ambiguous Instructions via Multi-modal Multi-turn Chain-of-thoughts Reasoning ICLR 2025 Visual-Oriented Fine-Grained Knowledge Editing for MultiModal Large Language Models ICCV 2025 Visual Perturbation and Adaptive Hard Negative Contrastive Learning for Compositional Reasoning in Vision-Language Models IJCAI 2025 Visual Perturbation for Text-Based Person Search AAAI 2025 Visual Program Distillation with Template-Based Augmentation EMNLP 2025 Visual Question Answering for Peruvian Cuisine in Regional Spanish AAAI 2025 Visual Question Answering on Scientific Charts Using Fine-Tuned Vision-Language Models ACL 2025 Visual Reinforcement Learning with Residual Action AAAI 2025 Visual-RFT: Visual Reinforcement Fine-Tuning ICCV 2025 Visual Robustness Benchmark for Visual Question Answering (VQA) WACV 2025