  We show that the continuum limit of the tilted Dirac cone in materials such
as $8Pmmn$-borophene and layered organic conductor $\alpha$-(BEDT-TTF)$_2$I$_3$
deformation of the Minkowski spacetime of Dirac materials. From its Killing
vectors we construct an emergent tilted-Lorentz (t-Lorentz) symmetry group for
such systems. With t-Lorentz transformations we are able to obtain the exact
solution of the Landau bands for a crossed configuration of electric and
magnetic fields. For any given tilt parameter $0\le\zeta<1$ if the ratio
$\chi=v_FB_z/cE_y$ of the crossed magnetic and electric fields that satisfies
$\chi\ge 1+\zeta$ one can always find appropriate t-boosts in both valleys
labeled by $\pm$ in such a way the electric field can be t-boosted away,
whereby the resulting pure effective magnetic field $B^\pm_z$ governs the
Landau level spectrum around each valley. The effective magnetic field in one
of the valleys is always larger than the applied perpendicular magnetic field.
This amplification comes at the expense of of diminishing the effective field
in the opposite valleyand can be detected in various quantum oscillation
phenomena in tilted Dirac cone systems. Tuning the ratio of electric and
magnetic fields to $\chi_{\rm min}=1+\zeta$ leads to valley selective collapse
of Landau levels. Our geometric description of the tilt in Dirac systems
reveals an important connection between the tilt and an incipient "rotating
source" when the tilt parameter can be made to depend on spacetime in certain
way.
