Multimodal Learning

VisCRA: A Visual Chain Reasoning Attack for Jailbreaking Multimodal Large Language Models EMNLP 2025 VisFinEval: A Scenario-Driven Chinese Multimodal Benchmark for Holistic Financial Understanding EMNLP 2025 Vision-aided Unsupervised Constituency Parsing with Multi-MLLM Debating ACL 2025 Vision-aware Multimodal Prompt Tuning for Uploadable Multi-source Few-shot Domain Adaptation AAAI 2025 Vision-Integrated High-Quality Neural Speech Coding Interspeech 2025 Vision-Language Embodiment for Monocular Depth Estimation CVPR 2025 Vision Language Model Helps Private Information De-Identification in Vision Data ACL 2025 Visual Abstraction: A Plug-and-Play Approach for Text-Visual Retrieval ICML 2025 Visual Imitation Enables Contextual Humanoid Control CoRL 2025 Visually-Adaptive Guided Robust Speech Recognition with Parameter-Efficient Adaptation Interspeech 2025 Visual Perturbation for Text-Based Person Search AAAI 2025 VisualWebInstruct: Scaling up Multimodal Instruction Data through Web Search EMNLP 2025 VisuoThink: Empowering LVLM Reasoning with Multimodal Tree Search ACL 2025 VITED: Video Temporal Evidence Distillation CVPR 2025 VIVA+: Human-Centered Situational Decision-Making EMNLP 2025 VLind-Bench: Measuring Language Priors in Large Vision-Language Models NAACL 2025 VLMInferSlow: Evaluating the Efficiency Robustness of Large Vision-Language Models as a Service ACL 2025 VLog: Video-Language Models by Generative Retrieval of Narration Vocabulary CVPR 2025 VLSBench: Unveiling Visual Leakage in Multimodal Safety ACL 2025 VLsI: Verbalized Layers-to-Interactions from Large to Small Vision Language Models CVPR 2025 VMAs: Video-to-Music Generation via Semantic Alignment in Web Music Videos WACV 2025 VoCo-LLaMA: Towards Vision Compression with Large Language Models CVPR 2025 VODiff: Controlling Object Visibility Order in Text-to-Image Generation CVPR 2025 VoiceBBQ: Investigating Effect of Content and Acoustics in Social Bias of Spoken Language Model EMNLP 2025 VP-MEL: Visual Prompts Guided Multimodal Entity Linking ACL 2025