You probably just need to loosen the quick release, center the wheel, and retighten it. Center the wheel between the seatstays and chainstays, not between the brake calipers. Are your dropouts horizontal or vertical? Horizontal dropouts are more likely to lead to a misaligned wheel if you don't center it carefully. If you have centered the wheel within the frame and the brake is still off-center, then you'll need to adjust the brake. Try loosening the bolt that attaches the calipers to the frame, centering the brake, and retightening. If that doesn't work there are additional tricks to getting it centered which will depend on the design of the brake.
Oil is good, grease is better.
2007 Peter Mooney w/S&S couplers/Terry Butterfly
1993 Bridgestone MB-3/Avocet O2 Air 40W
1980 Columbus Frame with 1970 Campy parts
1954 Raleigh 3-speed/Brooks B72