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According to US Weekly, the pair was spotted holding hands and getting cosy at the 'Magic Mike' after party on Sunday night in Los Angeles. A source told them: "He's funny, and a little geeky... he's into her!"
Jeremy has written films including '10 Years', 'Dear John' and 'Marshall'.
Deschanel's rep has no comment.Related Video: Shocking celebrity exes