Is he in your room? That really helped my parents when they crated their pup at night. All my mom had to do was put her hand next to the crate for Brighton to smell her, and she'd lay right back down and go to sleep.
It's also helpful to make the crate a great place to be during the day. Try feeding him in there.
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