You can throw Running Strikes just by running towards your opponent and pressing ^X^ or ^Y^. You can also tap ^LS^ and then throw a Straight to throw a Reaching Jab or Reaching Straight.
Inputs:
Tap ^LS^ towards opponent then ^X^ or ^Y^ for Reaching Straights.