The 32 year-old wing-back has inked a new two-year contract to 2027.
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Since joining Valencia in 2024, Rioja has played 49 games, scoring six goals and providing six assists.
The veteran joined Los Che last year from Alaves after three seasons.
His previous deal was due to expire at the end of this term.