2 papers
cs.AI2026
ReGraph: Learning to Generate Recipe Graphs from Food Images
Guoshan Liu, Bin Zhu, Pengkun Jiao +3
Recent Large Multimodal Models (LMMs) have achieved impressive performance in recipe generation from food images.However, cooking is a structured transformation process in which in…
cs.CL2026
Enhancing Action and Ingredient Modeling for Semantically Grounded Recipe Generation
Guoshan Liu, Bin Zhu, Yian Li +3
Recent advances in Multimodal Large Language Models (MLMMs) have enabled recipe generation from food images, yet outputs often contain semantically incorrect actions or ingredients…