Abeysena undertook medical studies at the University of Colombo, where he obtained as MBBS.[7] He then obtained an MA in Buddhist Studies from the Institute of Pali and Buddhist Studies[8] in 1994, an MSc in Community Medicine from the Institute of Medicine[9] in 1995, and an MA in International Relations from the University of Colombo in 1998.
