Yes, I confirmed that the HDMI Cable is firmly seated.
Actually, it just turns out that this Xbox 360 Slim is just slow at doing that handshake with the tv and also a bit slow at booting up.
Thanks for the suggestions and I'll keep them in mind if this "issue" happens again.