Laugh all the way to the bank is the present tense of laughed all the way to the bank.
The third-person singular simple present indicative form of laugh all the way to the bank is laughs all the way to the bank.
The present participle of laugh all the way to the bank is laughing all the way to the bank.
The past participle of laugh all the way to the bank is laughed all the way to the bank.