That's a bolete, they grow in obligate symbiosis with the roots of living trees. Their mycelium can extend further than the trees root system so they bring nutrients to the tree and eat the sugars the roots produce.
This means they're probably not gonna go away unless something happens to tree, and even then they'll stick around for a while after it's gone.