The sentence is an example of the Third Conditional.
It describes an unreal situation in the past — the person did not go there, so the meeting did not happen.
The third conditional is used to express an imagined past condition and its possible result.
Rule:
If + past perfect, would have + past participle (V3)
Example: If she had studied well, she would have passed the examination.