Three unidentified youths were found dead near Nila market of Purbachal in capital early Friday.
Police recovered the bullet-hit bodies near 11 no. bridge around 8 am.
Police also recovered Yaba tablets from pocket of one of the deceased.
Meanwhile, police said they have launched an investigation to unearth the mystery behind the killings.