This research focuses on visual reasoning with multimodal large language models (MLLMs). It aims to develop advanced capabilities in integrating visual and textual information for multimodal reasoning. The work emphasizes the use of state-of-the-art MLLMs as the core technology and explores their applications in smart manufacturing and human–AI collaboration. Requirements: 1. B.S., M.S., or Ph.D. in Computer Science or related field 2. Solid background in Machine Learning and Deep Learning 3. Proficiency in Linux, Python, and PyTorch Information: 1. The stay duration is 3-6 months 2. There will be a 15,000 NTD stipend per month to support the cost of living. 3. To learn more details, please refer to the Office of International Affairs at National Taiwan University.