Less Is More: Fast and Accurate Reasoning with Cross-Head Unified Sparse Attention

Lijie Yang, Zhihao Zhang, Arti Jain +5

Large reasoning models achieve strong performance through test-time scaling, but this incurs substantial computational overhead due to long decoding from short prompts. While spars…