Devs work weird hours. As much as I want to be in the office at the same time as the other devs in our team, I cannot impose my own hours on other people.

How about just agree that all of you guys would be in the office 4-5 hours (e.g. 12nn-5pm) at the same time everyday? That way, there is flexibility on the work schedule.