It's not because of scalping
I discussed the possibility that the new rule was due to the prevalence of scalping during busy periods with a Chinese colleague. She said it's not likely due to the fact that locals tend not to buy the high price tickets for high speed trains.
People going home for Chinese New Year tend to buy the cheapest tickets possible. For most people, the cost of high speed tickets is way too expensive to even consider.