The Manchester City midfielder is currently on-loan at West Ham, but has struggled in London.
The Sun says Leeds are ready to launch a summer move for Phillips.
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Two years after leaving the midfielder, Leeds are willing to pay 30m to buy back the England international.
Any move will depend on Leeds winning promotion back to the Premier League.