Aldridge pumped in 25 points to go with 13 rebounds and five assists while Lillard supplied 24 points and nine helpers for the Trail Blazers, who wiped out an 18-point deficit in the fourth quarter and forced extra time.
Nicolas Batum (17 points, 13 rebounds, seven helpers) and Luke Babbitt (nine points) each hit 3-pointers in the overtime for Portland, which improved to 2-4 on a seven-game road trip.
Wesley Matthews chipped in with 19 points and seven boards for the victors.
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