Don't charge Li-ions (or li-po's either) on anything but their proper respective chargers... Unless your fond of fire and explosions..
The risk just isn't worth it. As said. Spend $10 on a correct charger.
I've charged Li-ion's before with a bench PSU when I was trying to revive dead cells before, but it isn't a practice I recommend. I also was using a CC-CV lab grade psu and had the battery in question in a fireproof box and was ALWAYS present when charging was going on.
And a good CC-CV PSU is going to cost a LOT more than a correct charger.
Just get a ultrafire wf-139 (or one of it's clones) and be done with it.