With the rapid development of third generation semiconductor materials, the chemical mechanical polishing rate and surface quality of GaN have become a research hotspot. By changing the concentration of the oxidant and the pH of the solution, the corrosion characteristics of gallium nitride material were studied. The oxidants used in the experiment were hydrogen peroxide, sodium hypochlorite, and potassium permanganate. Based on the results of electrochemical experiments, chemical mechanical polishing experiments were designed and accomplished with colloidal silica-based slurry. Finally, surface morphology of gallium nitride wafer was measured. The experimental results showed that MRR of GaN was as high as 404.6 nm/h by using the sodium hypochlorite as the oxidant under UV, with surface roughness (Ra) of 1.61nm; MRR of GaN was 380.3 nm/h by using H2O2 as the oxidant under UV, with surface roughness (Ra) of 0.065 nm.