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Yonglin Deng

2 accepted papers

2025

Exploring Compositional Generalization of Multimodal LLMs for Medical Imaging

ACL 2025long

Medical imaging provides essential visual insights for diagnosis, and multimodal large language models (MLLMs) are increasingly utilized for its analysis due to their strong generalization capabilities; however, the underlying factors driving this generalization remain unclear. Current research sugg…

2025

GlyphDraw2: Automatic Generation of Complex Glyph Posters with Diffusion Models and Large Language Models

AAAI 2025technical

Posters serve an essential function in marketing and advertising by improving visual communication and brand visibility, thus significantly contributing to industrial design. With the latest developments in controllable T2I diffusion models, research interest has surged in text rendering within synt…