Page "Vice President of the United States" Paragraph 12

The President of the Senate may also preside over most of the impeachment trials of federal officers.

However, whenever the President is impeached, the US Constitution requires the Chief Justice of the United States to preside over the Senate for the trial.

The Constitution is silent as to the presiding officer in the instance where the Vice-President is the officer impeached.