The Brighton midfielder attracted multiple offers from United over the summer, but the Seagulls refused to consider his sale.
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United remain interested in Baleba and could try again in January for the youngster.
Meanwhile, The Sun says Mbeumo has been working on Baleba while the pair have been away with Cameroon.
Mbeumo has only been at Old Trafford for a matter of months, but is convinced United is the best place for his young teammate.