The Collaborative International Dictionary of English v.0.48:

Ping-pong ball \Ping"-pong ball`\, v. i.
   the small hollow celluloid ball used for the game of
   ping-pong.
   [PJC]

WordNet (r) 3.0 (2006):

ping-pong ball
    n 1: light hollow ball used in playing table tennis