Fans are known to travel around the region to watch concerts.
Taiwan authorities cited the current 'cross-strait situation' with China as reason for rejecting the applications.
Over 60,000 have been forced into over 350 relief camps, or have fled the state since the outbreak of violence on May 3.
Any suspension would silence the prime minister’s Facebook page less than a month before an election in Cambodia.