Mr Sidhu, in an official release, termed it a meeting between a "loyal soldier and his leader".
During his meeting with Rahul Gandhi, the Punjab tourism minister thanked the party for reposing the faith and trust in him. He also reiterated his resolve to dedicate his entire life to the Congress party.
The Supreme Court had Tuesday convicted the minister for voluntarily causing hurt to a 65-year-old man, but spared him a jail term in the 1988 road rage case. A fine of Rs 1,000 was also imposed on him.
Get the latest election news, live updates and election schedule for Lok Sabha Elections 2019 on ndtv.com/elections. Like us on Facebook or follow us on Twitter and Instagram for updates from each of the 543 parliamentary seats for the 2019 Indian general elections. Election results will be out on May 23.