The willow oak and shingle oak can be sometimes be confused due to the similar nature of their leaves. Each leaf is narrow and oval shaped as opposed to the ridged and pointed leaves of other oaks. The leaves of the shingle oak (Quercus imbricaria) tend to be longer than the willow oak (Quercus phellos).
For more information and a quick identification guide follow this link (pdf file):
The University of Tennessee Extension: Identifying Oak Trees Native to Tennessee