Janus oscillators have been recently introduced as a remarkably simple phase oscillator model that exhibits non-trivial dynamical patterns -such as chimeras, explosive transitions, and asymmetry-induced synchronization -that once were only observed in specifically tailored models. Here we study ensembles of Janus oscillators coupled on large homogeneous and heterogeneous networks. By virtue of the Ott-Antonsen reduction scheme, we find that the rich dynamics of Janus oscillators persists in the thermodynamic limit of random regular, Erdős-Rényi and scale-free random networks. We uncover for all these networks the coexistence between partially synchronized state and a multitude of states displaying global oscillations. Furthermore, abrupt transitions of the global and local order parameters are observed for all topologies considered. Interestingly, only for scale-free networks, it is found that states displaying global oscillations vanish in the thermodynamic limit.Research on coupled oscillators in the past decade has been marked by the discovery of many intriguing patterns in the collective behavior of networks [1,2]. Notable examples of such patterns are chimeras [3], states in which populations of synchronous are asynchronous oscillators coexist; explosive synchronization transitions [2,4], which appear as a consequent of constraints in the natural frequency assignment; and asymmetry-induced synchronization [5], a state in which synchrony is counter-intuitively favored by oscillator heterogeneity. In all these cases, phase oscillator models had to be specially designed so that those non-trivial states could be scrutinized. Very recently, however, Nicolaou et al. [6] defined an oscillator model coined as Janus oscillators; the name is inspired in the homonym two-faced god of Roman mythology and reflects the two-dimensional character of an isolated oscillator -each "face" of a Janus unit consists of a Kuramoto oscillator, whose natural frequency has the same absolute value but opposite sign to the frequency of its counter-face. When coupled on one-dimensional regular graphs, Janus oscillators have been found to exhibit a striking rich dynamical behavior that encompasses the co-occurrence of several dynamical patterns, in spite of the simplicity of the topology and the oscillator model itself [6].The Janus model was introduced as a potential model for biological systems such as the Chlamydomonas cells with counterrotating flagella [7,8]. It is thus important to understand the dynamics of a Janus system on related (realistic) topologies. Here we pose the question of whether the observed 1D rich collective dynamics exists on more complex networks of Janus oscillators. To address this issue, we employ the Ott-Antonsen (OA) ansatz [9] and obtain a reduced set of equations describing the system's evolution. From this reduced representation we find that, indeed, peculiar patterns of synchrony persist when Janus oscillators are placed on random regular, Erdős-Rényi (ER) and scale-free (SF) random networks. We provide an...