Low-stress cyclic loading can achieve mechanical healing with little shape change.
Junction failure mechanisms under monotonic and cyclic loadings are revealed.
Cumulative irreversible slip promotes dislocation annihilation and junction failure.
Theoretical model is built to predict the critical condition of mechanical annealing.