You might try mineral spirits...it's a very mild solvent. If the wood has any kind of durable finish on it then mineral spirits shouldn't hurt it (try the back side or underneath to find out). If the wood has a simple oil finish then you may remove some of the oil..then just recoat with boiled linseed oil, tung oil, Danish Oil...etc..
