Even US gives B-2 to China, China still can't use it to bomb US because of range. Of course China won't make B-2 equivalent H-20. Even C-5 converts all its payload to fuel, C-5 still can't fly back and forth between China and US. So what's the point of building a super-heavy strategic bomber which can't be used to bomb US?
You will say China can use JL-1 to make up the range of the bomber, but a mid-range JL-1 is much easer to intercept than long-range JL-3. And super-heavy bomber will be much more expensive per ICBM than SSBN, and also much less effective than SSBN, why even do it?
Delivering nuclear weapons is a secondary function of a stealth Bomber in my opinion. I actually consider the whole idea of delivering nukes via any kind of Air platform to be not that useful.
Nukes are significantly better delivered via Road Mobile ICBM and Sub Launched ICBM. This give you a survivable, concealable platform that can also launch on a moments notice. A Bomber actually has to fly for hours before it gets into position to launch its nukes. Those airfields could be destroyed before the Bombers could fly with their nukes.
The benefit of having a long range stealth bomber will be that it will be much cheaper to launch conventional strikes against CONUS rather than using ICBMs to launch conventional attacks.
First of all, it will be extremely expensive to build a sizable number of ICBM to attack CONUS conventionally. Then, we have also discussed before that even conventional ICBM can lead to nuclear escalation. But a stealth bomber launching long range Conventional cruise or Hypersonic missiles will not have that nuclear escalation aspect.
The Bomber does not to fly all the way to CONUS and fly back in its full tank. It can get aerial refueling on the way back. It can also carry non stealthy or stealth shaped drop tanks if necessary as well. Those tanks can be dropped before getting closer to CONUS for attack role.
Now if you are asking why China needs ability to attack CONUS? Cause US can attack mainland China. This gives US an impunity to think it can initiate a war with China without any blowback at home. China needs the ability to attack CONUS as a strong deterrent.
Moreover, if US-China war becomes a war of attrition, then Production ability will become the most important aspect of war outcome. Then if US can attack the Chinese mainland and destroy China's factories while US can produce without any issue, that's a big problem. So, China needs an ability to destroy US weapons factories as well.