2 papers
quant-ph2026
Beyond Classical Attention: Quantum Attention for Scalable Computation
Xuyang Guo, Zhao Song, Xin Yang +1
As large language models (LLMs) demonstrate outstanding performance across various tasks, attention-driven models have profoundly transformed the field of machine learning. Since a…
cs.DS2025
Faster Algorithm for Structured John Ellipsoid Computation
Yang Cao, Xiaoyu Li, Zhao Song +2
The famous theorem of Fritz John states that any convex body has a unique maximal volume inscribed ellipsoid, known as the John Ellipsoid. Computing the John Ellipsoid is a fundame…