Aim of this talk is to show the InfoVis view on the visualization of large graphs or networks. Firstly, I give a brief overview of the most important aspects and tasks of this field including a presentation of current challenges. Many of the challenges can be easily transferred to the Graph Drawing field. Furthermore, the talk discusses human-centered aspects and perspectives as these issues become more and more important in the development of InfoVis tools. In a second part, a choice of several example tools and approaches is presented, especially regarding their interaction possibilities. Here, I focus on specific problems in the context of large graphs, for example, Focus & Context, relations between different (networked) data types, avoiding clutter within networks' representations, etc.