Yes, unfortunately.
In that case the NYS Department of Motor Vehicles, "DMV" may send you a Notice of Registration Suspension. The notice will advise you that if you pay all of the tolls, fees or other charges owed to the tolling authority, or have them dismissed or transferred, the suspension will not take effect.
What about a hearing? Can I at least ask for a hearing before the DMV?
Yes, you also have the right to a hearing before the DMV.