There are some papers using grouped convolutions.
Depthwise separable convolutions are used on the Xception paper 1 and here 6. Both present grouped convolutions as an alternative to reduce the total number of network parameters and computational cost.
There are a bunch of other refs, but I cannot say I’ve read many and thus will not cite without knowledge