Yes @caokha95 ,
Omar is right.
Let me phrase it differently: you have an Edge here connecting the Vertices from top to bottom:

Delete that Edge with X > Delete > Edges…then you get a hole and you can select the Edge loop surrounding it with ALT Select:

Fill it with a single Face with F and then you can connect these two Vertices with J:
