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For a convex set-valued map between p-normed (0 ＜ p ≤ 1) spaces, wegive a criterion for its inverse to be locally Lipschitz of order p. From this we obtainthe Robinson-Ursescu Theorem in p-normed spaces and the open mapping and closedgraph theorems for closed convex set-valued maps.