There are unobstructed views of the city from all along Blvd East even without having to walk into the park itself. There are no gates on the park so up until midnight you should be fine. Past midnight the police or security would ask you to leave
And even if you get locked out, you can take shots of NYC from nearby locations very easily.
The park has a sign that says it's open until midnight. So it probably is open until then.
Thanks! Your answer is awaiting moderation.