The footwear company said Mr. West, also known as Ye, had been “engaged in unauthorized filming” at one of its corporate offices in Los Angeles.

Lee Jae-yong, the company’s longtime de facto leader, had been serving a prison term for bribery before being released on parole and later pardoned.

The 2022 awards are going to artists, activists, scholars, scientists and others who have shown “exceptional creativity.” The grants are a bit bigger than before:...