Ask HN: Algorithms for Sparse Matrix?

Recently want to know more about sparse matrix, mainly for more efficient representation verse dense matrix.

How to find, sort, insert, row/col manipulation, etc, in sparse matrix?

It is easy to naively implement those operations but there should be better way to do it right.

Any suggestions on textbooks or articles about algorithms for sparse matrix?