There hasn't been a new Katamari game since 2012, but the time may finally be coming!
Bandai Namco just filed a trademark for "Touch My Katamari" as well as registered a domain for the same name. There are no details about the game yet, but don't be surprised if you hear of a new Katamari some time in the near future.