You could wipe away wood-glue residue with a damp cloth, which most woodworkers do, but then you’ll drive the glue into the grain. Here’s how to scoop out the glue.
Don’t Wipe! How to Scoop Wood Glue Residue to Protect Your Wood Grain – Today's Homeowner