These are some research topics, currently going on in graph theory
Embedding Graphs, Graph coloring, latin square graph and many more
Graphs are used for research are, we can say Bipartite graph, Trees, Weighted graphs
Graph Partition is also use in social media networking
In Mathemetics, students are taught the different types of graphs, its properties, how to draw them and more specially how to connect it from our real world.