Adams found the back of the net four minutes into the second half, handing Venezia their first league win of the campaign.
The striker capitalised on a long ball from Simon Sohm, holding off Napoli defender Amir Rrahmani before unleashing a powerful effort that took a deflection off the defender and beat goalkeeper Alex Meret.
