Mouse cursor became a big X

Below is a screenshot from Chromium browser, running in Razor-Qt desktop, In other DEs, the cursor is just normal, but here you can see it becomes a big X, anyone know how to fix that? The cursor theme is not broken, as it works for KDE4 and XFCE4 P.S That happens to all GTK apps, Qt app works fine