No, most people saw it as genocide. She just pretended it wasn't happening because it was inconvenient for her.
I don’t think Harris would have encouraged genocide. I think she would have even pushed back somewhat against human right violations eventually.
Biden never did, in fact, he openly supported it. Why would she be any different? Since when has Democratic leadership cared about human-right violations?