This is a great site. It's pretty ML focused which lands a bit outside my interest range, does anyone know of a similar site that has papers from CS as a whole?

Not exactly what you need, but this page lists best papers awards (with links) from all major conferences

https://jeffhuang.com/best_paper_awards/

And here's PapersWeLove Repo with similar sauce

https://github.com/papers-we-love/papers-we-love