This is the policy of most airlines in the world for ages for discount tickets. For any itienerary, if you miss a leg in the middle, the rest of the itinerary gets cancelled.

You bought a LAX-PEK roundtrip, you need to fly back from PEK unless you change the ticket. Always been like that. Same everywhere.