I think generally, any black formal shoes should be fine even for high heels. The reason why the uni staff advise against wearing high heels is that they have seen way too many graduands slipped and fell while walking on stage with high heels. So if you want to be safe and not humiliated on stage, better to wear shoes with no more than 1 inch heels (your picture #2 should be fine)