Dattatreya would be contesting from Secunderabad Lok Sabha seat, which he has held twice earlier, while Vidyasagar Rao has been fielded from Karimnagar.
Other candidates announced by the saffron party for the remaining seats are sitting MLA E Lakshminarayana (Nizamabad), MLA Nagam Janardhan Reddy (Mahabubnagar), Ch Narendranath (Medak), senior leader N Indrasena Reddy (Bhongir), Bhagawanth Rao (Hyderabad) and R Parameswar (Warangal,SC).
BJP has also announced candidates for 21 assembly segments on the last day (Wednesday) of filing of nominations.
BJP is in alliance with TDP for the Lok Sabha and Legislative Assembly elections in undivided Andhra Pradesh.
As per the seat sharing arrangement, BJP would field candidates in 47 assembly seats (out of 119) and eight Lok Sabha segments (out of 17) in Telangana.
Polling would be held on April 30 in Telangana region.
The YSRC has announced candidates for 13 Lok Sabha and 79 assembly seats.