LISA: Linear-Indexed Sparse Attention for Efficient Long-Context Reasoning.

arXiv:2607.19358v2 Announce Type: replace Abstract: Long chain-of-thought (CoT) reasoning models such as DeepSeek-R1 keep lengthening their inference chains under test-time scaling, yet standard self-attention incurs quadratic cost in context length, making lo