Jay Chou and Hannah Quinlivan were spotted grocery shopping at a Taipei supermarket on Tuesday afternoon, according to a report on Apple Daily.
Unusually for Jay, he did not seem to be troubled by the presence of the media, suggesting that he was at ease with their knowledge that he was seeing Hannah.
The couple sported surgical masks to hide their features, and were accompanied by a bodyguard who helped to carry their purchases.
Jay had appeared unconcerned by reporters as he paid for his goods at the counter, before walking to the carpark to retrieve his car.
The trio then drove away without making a scene.