In this talk, I will present the state of art in the area of quantum physics on graphs with the focus on quantum mechanics and quantum field theory on graphs and quantum transport in graphs. Some newly emerged issues, such as PT-symetric quantum graphs, transparent quantum graphs and Casimir effect on quantum graphs will be discussed. Also, application of quantum graphs for modeling of charge transport in quasi-one-dimensional molecular structures will be discussed.