Homogeneous linear equations are systems of linear equations where all constant terms are zero, leading to solutions that form a vector space. The solutions typically include the trivial solution, where all variables are zero, and may include an infinite number of non-trivial solutions if the system has more variables than equations, indicating linear dependence among the equations.