Another option that is less intrusive is to excuse yourself for the interruption, noting that you wanted to let the person know you were in attendance and wanted an opportunity to get together before the evening was over. You will either be included at that point or instead searched out at a later time. Either way, the person knows you made the effort to touch base.
