The Nigeria striker is a free agent after being released from his contract at Nottingham Forest in August.
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Dennis originally moved to Forest from Watford in 2022.
The Daily Mail says West Ham and Cyprus' Pafos have also expressed tentative interest.
But Watford are now favourites to land Dennis, 27, having signed him for £10m in 2021 from Club Brugge.