Aurora police said on Facebook that officers were at the park interviewing witnesses on Saturday night. They asked the public to avoid the area.
Meanwhile, a gunshot victim arrived at a local hospital, police said.
The investigation is ongoing.
Phillips Park is a 325-acre park with a zoo owned by the city of Aurora.