Stripers come up in the evening pretty much in the same spots they do in the morning.
Shad have been tough to get at PK this year. We had huge numbers of them last fall but the large numbers of small stripers I think ate them all during the winter. If you have a bait tank and can get them they work like magic. Small perch will work but not as good as shad.
Best thing about fishing late is it's cooler. Once it gets pretty dark you should try a rattling crankbait like a bomber fat free shad if you want to troll. I've caught quite a few stripers on that in the past.
John 21:3 Simon Peter saith unto them, I go a fishing. They say unto him, We also go with thee.