Try capitalone.com.. auto loan.

If you still get rejected, try straight from car dealer, their interest rate is bit higher but you are guaranteed to be approved..

but keep one thing in mind, you do NOT have to mention them that you are on F1 visa... If asked, just tell them you are a permanent resident, they will not ask for proof...