TeV scale new physics, e.g., large extra dimensions or models with anomalous triple vector boson couplings, can lead to excesses in various kinematic regions on the semileptonic productions of pp ! WW ! ljj at the CERN LHC, which, although suffer from large QCD background compared with the pure leptonic channel pp ! WW ! ll, can benefit from larger production rates and the reconstructable four-body mass M ljj . We study the search sensitivity through the ljj channel at the 7 TeV LHC on relevant new physics via probing the hard tails on the reconstructed M ljj and the transverse momentum of leptonically decayed W boson (P TW ), taking into account main backgrounds and including the parton shower and detector simulation effects. Our results show that with integrated luminosity of 5 fb À1 , the LHC can already discover or exclude a large parameter region of the new physics, e.g., a 95% C.L. can be set on the large extra dimensions with a cutoff scale up to 1.5 TeV, and the WWZ anomalous coupling down to, e.g., j Z j $ 0:1. Results are also given for the 8 TeV LHC.1 Searches with a monojet and missing transverse energy via graviton real emission have also been performed at CMS with 36 pb À1 of data [25], which, however, lead to rather loose limits at 95% C.L., i.e., 1.68-2.56 TeV for ¼ 6 to 2. PHYSICAL REVIEW D 86, 074010 (2012) 1550-7998= 2012=86(7)=074010 (7) 074010-1