We determine the exact strong converse exponent for entanglement-assisted
classical communication of a quantum channel. Our main contribution is the
derivation of an upper bound for the strong converse exponent which is
characterized by the sandwiched R\'enyi divergence. It turns out that this
upper bound coincides with the lower bound of Gupta and Wilde (Commun Math Phys
334:867--887, 2015). Thus, the strong converse exponent follows from the
combination of these two bounds. Our result has two implications. Firstly, it
implies that the exponential bound for the strong converse property of
quantum-feedback-assisted classical communication, derived by Cooney, Mosonyi
and Wilde (Commun Math Phys 344:797--829, 2016), is optimal. This answers their
open question in the affirmative. Hence, we have determined the exact strong
converse exponent for this problem as well. Secondly, due to an observation of
Leung and Matthews, it can be easily extended to deal with the transmission of
quantum information under the assistance of entanglement or quantum feedback,
yielding similar results. The above findings provide, for the first time, a
complete operational interpretation to the channel's sandwiched R\'enyi
information of order α>1.Comment: V2: minor changes, presentation improve