to deliberately violate a rule or do something one knows to be wrong; to commit a fault knowingly
小明明知不可以触碰展品，却明知故犯，被工作人员制止了。
Xiao Ming clearly knew he wasn't supposed to touch the exhibits, but he deliberately violated the rule and was stopped by the staff.
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