It is grammatical, but rather formal for everyday conversation.
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Mr. TomAlthough ten years have passed, she still misses him.-- is something you'd expect in everyday conversation?Fine.
Mr. TomIs "Despite ten years having passed, the company is still..." OK for report writing, etc?OK.