The font thing is also underrated as a factor. When you only have a handful of web-safe CJK fonts and you can't rely on weight/size variations to create hierarchy the way you can with Latin text, you compensate with color and density. It's a constraint that pushes you toward a specific aesthetic whether you want it or not.
I think the framing of "peculiar" is a bit western-centric though. Dense information-heavy pages are arguably more respectful of the user's time than the trend of spreading three sentences across five viewport-heights of whitespace.