What is the past participle of word cute?

There is no past participle of the word "cute". "Cute" is an adjective, not a verb.

Past participles are formed from verbs, and are often used to form the perfect tenses (present perfect, past perfect, etc.).

For example, the past participle of the verb "to cut" is "cut".