Possible Clues:

• Nickname of a 2010s pop idol, with 'the'
• Nickname for singer Justin, with "the"
• Pop star nickname, with 'the'
• 'Boyfriend' singer, to fans, with 'the'
• 'Baby' singer's nickname, with 'the'