Randolph Woods (born September 23, 1970) is an American former professional basketball player.

In college, Woods tallied 1,811 points in three seasons, ranking him fifth on La Salle's all-time scoring list at end of his career.

The 1992 MAAC Player of the Year, Woods received the Geasey Award as the Big 5 Player of the Year in 1992 and was inducted into the Big 5 Hall of Fame in 1998.

Woods was selected by the Los Angeles Clippers with the 16th overall pick of the 1992 NBA draft.

Woods played in four NBA seasons for the Clippers and Denver Nuggets, averaging 2.4 ppg in his career.