This is because it's primarily a children's film, and the main role, a young boy named "Xiao Bin", was played by a child actor who wasn't well-known outside the film.
While the film is known for its powerful story and emotional impact, it wasn't a vehicle for big-name actors.
However, the director, Wang Tung, was a respected figure in Taiwanese cinema.