Bourousis var også medlem af de græske landshold, der deltog i: 2010 FIBA World Championship, EuroBasket 2011, 2012 FIBA World Olympic Qualifying Tournament, EuroBasket 2013, 2014 FIBA World Cup, EuroBasket 2015, 2016 Turin FIBA World Olympic Qualifying Tournament
, EuroBasket 2017 og 2019 FIBA World Cup kvalifikationer.