Asian stocks declined following mixed US inflation data, leading traders to reduce bets on Federal Reserve interest rate cuts. Concerns about persistent inflation were reinforced by comments from Federal Reserve Bank of Dallas President Lorie Logan, suggesting a cautious approach to monetary policy.