Junior guard Barry Brown Jr drove for the go-ahead basket and ninth-seeded Kansas State recorded a stunning 61-58 victory over fifth-seeded Kentucky Thursday in NCAA Tournament South Region play at Atlanta to reach the Elite Eight for the 12th time in school history