Block-Sparse Attention with Semantic-Geometric Decoupled Routing.

arXiv:2609.22884v1 Announce Type: cross Abstract: Long-context inference has become a defining capability of large language models, but exact dense attention remains costly due to its quadratic scaling with sequence length. Block-sparse attention offers a hard