We welcome people to submit papers about large vision-language models (LVLMs) to The Second Workshop on Large Vision – Language Model Learning and Applications (LAVA 2025). Accepted papers will be presented in our workshop and will be published in the ACM MM 2025 workshop proceeding. We accept short papers (non-archived) which are up to 4 pages in ACM MM format, excluding references; and long papers (archived) which are up to 8 pages in ACM MM format, excluding references. Submission policies adhere to the ACM MM submission policies.

The topics in this workshop will include but are not limited to:

• Data preprocessing and prompt engineering in LVLMs
• Training/Compressing LVLMs
• Self-supervised and/or unsupervised, few-/zero-shot learning in LVLMs
• Generative AI
• Trust-worthy/Explainable LVLMs learning
• Security and privacy in LVLMs
• LVLMs evaluation and benchmarking
• LVLMs for downstream tasks
• LVLMs in virtual reality, mixed reality
• Applications of LVLMs
• LVLMs and other modalities
• LVLMs for low resources

• Paper submission deadline: 2025/6/15
• ACM MM fast track submision: 2025/7/10
• Acceptance notification: 2025/7/24
• Camera-ready: 2025/8/3
• Workshop date: 2025/10/27-28