Complex sentence: Yuya Aoki conceived the idea of "GetBackers" two years before started serialization, although by that time he had few notes about it.
Split into simpler sentences: Yuya Aoki conceived the idea of "GetBackers" two years before it started serialization. By that time he had few notes about it.