This talk will mainly focus on two-unicast-Z networks - a two source two-destination (two-unicast) network where one destination is aware of the interfering source. An interesting algebraic property connecting the network transfer functions to the Generalized Network Sharing Outer-Bound (GNS) will be discussed. We also discuss a network coding scheme that achievable the GNS outer bound for some special families.