Answer
Increases also.
The force due to gravity is given by,
F = GM.m/r²
Where G is a constant of proportionality
∴ F ∝ M.m/r²
When r remains constant, force due to gravity, F, will be;
F ∝ M.m
Where M is the mass of the earth and m is your mass
Since your mass does not change, we are going to have;
F ∝ M.
This means the weight F is directly proportional to the mass of the earth. when it increases the your weight also increases.