Quang hosted President Donald Trump during his first state visit to the communist country last year.
His last public appearance was at a Politburo meeting of the ruling Communist Party and a reception for a Chinese delegation on Wednesday.
Quang did not appear in public for more than a month last year, raising speculation about his health.
A career security officer, Quang was elected president in April 2016.