The Chinese couturier is among more than 100 international artists and designers whose work is being featured in the National Gallery of Victoria Triennial.
The realignment will entail the company to consolidate some of its apps to focus on its two most powerful platforms Runtastic and its relaunched Adidas app.
The sweatshirts retail for $295 and a portion of the proceeds benefit Shikshya Foundation Nepal.
Architect Laura Gonzalez designed the new boutique.
The two-level unit is located on 47th Street.