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InstructG2I is a graph context-conditioned diffusion model to generate images from multimodal attributed graphs (MMAGs).
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2026-01-10 03:02:00
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InstructG2I: Synthesizing Images from Multimodal Attributed Graphs More Research LLMs on Graphs survey Graph Chain-of-Thought Patton Edgeformers Heterformer InstructG2I: Synthesizing Images from Multimodal Attributed Graphs Bowen Jin 1 , Ziqi Pang 1 , Bingjun Guo 1 , Yu-xiong Wang 1 , Jiaxuan You 1 , Jiawei Han 1 1 University of Illinois at Urbana-Champaign Paper arXiv Code Data Model We propose a new task Graph2Image featuring image synthesis by conditioning on graph information and introduce a novel graph-conditioned diffusion model called InstructG2I to tackle this problem. Abstract In this paper, we approach an overlooked yet critical task Graph2Image : generating images from multimodal attributed graphs (MMAGs). This task poses significant challenges due to the explosion in graph size, dependencies among gr...
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