Not sure about the S2 HD LTE specifically, but my roommate has a Sprint SGS2 (I think LTE) and our batteries are not compatible. The Infuse battery is a bit longer if I remember correctly...
edit: just realized how long ago that post was. sorry, hope it's still relevant