The sentence implies a contrast or continuation. Since he hasn't graduated, he is likely still studying. The word 'yet' fits the first blank to indicate something that hasn't happened but is expected, and 'still' fits the second blank to indicate an ongoing state.
Therefore, the correct option is 'yet/still'.