Korea is different. Japan occupied Korea for a long time. Korea used to be a part of Japan's legal territory (maybe Koreans didn't recognize it, but it was recognized by the world at that time). What the Japanese took during that time was legal, and of course it would not be returned as stolen goods during World War II.
Only Taiwan Province Province in China has a similar experience ... To be honest, Taiwan Province Province has nothing particularly valuable for Japanese to collect.