...Parisa Ghasemi; Mohsen Moghaddam We introduce a novel actor-critic framework that utilizes vision-language models (VLMs) and large language models (LLMs) for design concept generation, particularly for producing a diverse array of innovative solutions to a given design problem. By leveraging...

... investigates the use of large language models (LLMs) for performing mental inference tasks, specifically inferring users' underlying goals and fundamental psychological needs (FPNs). Baseline and benchmark datasets were collected from human users and designers to develop an empathic accuracy metric...

...Liuqing Chen; Haoyu Zuo; Zebin Cai; Yuan Yin; Yuan Zhang; Lingyun Sun; Peter Childs; Boheng Wang Recent research in the field of design engineering is primarily focusing on using AI technologies such as Large Language Models (LLMs) to assist early-stage design. The engineer or designer can use LLMs...