Children ticket for a high-speed train and where to buy tickets

What are the rules for children tickets? Our daughter is 2 years old 1m height, she sits in a stroller. Can we take a high-speed train without a ticket (without a place) for her or if she needs a ticket is there a discount? We will travel from Shanghai Hongqiao, can we buy tickets at the Shanghai railway station?