Use kitty little as Joe said. Then use "dry" cement powder. Both of these should be ground in with you feet and may take multiple applications. Don't let the cement get wet with water or you will have a bigger mess.
Also Safety Kleen solvent does wonders.
Haven't tried Zip cement cleaner fro Home Depot.
Charlie