In 1993, Ellsworth founded the Hong-Kong based Chinese Heritage Art Foundation, a non-profit organization whose aim is to restore Ming and Qing dynasty-era architecture in Huizhou District of Huangshan, Anhui Province, China. He was named an honorary citizen of China that same year, reputedly only the fourth person to be so honored as of that time.