Lu was President of South China Agricultural University from 1983 to 1995. He was elected an academician of the Chinese Academy of Sciences in 1993. He was named China's second most generous philanthropist in 2017 after donating his entire life savings of 8.8 million yuan (US$1.34 million) to his university.