5 citations · 18 across the 12 of their papers we have counts for
5 papers · 1 filter
Accept More, Reject Less: Reducing up to 19% Unnecessary Desk-Rejections over 11 Years of ICLR Data
Xiaoyu Li, Zhao Song, Jiahao Zhang
The explosive growth of AI research has driven paper submissions at flagship AI conferences to unprecedented levels, necessitating many venues in 2025 (e.g., CVPR, ICCV, KDD, AAAI,…
Quantum Speedups for Approximating the John Ellipsoid
Xiaoyu Li, Zhao Song, Junwei Yu
In 1948, Fritz John proposed a theorem stating that every convex body has a unique maximal volume inscribed ellipsoid, known as the John ellipsoid. The John ellipsoid has become fu…
A Tighter Complexity Analysis of SparseGPT
Xiaoyu Li, Yingyu Liang, Zhenmei Shi +1
In this work, we improved the analysis of the running time of SparseGPT [Frantar, Alistarh ICML 2023] from to for any $a \in […
Fast John Ellipsoid Computation with Differential Privacy Optimization
Xiaoyu Li, Yingyu Liang, Zhenmei Shi +2
Determining the John ellipsoid - the largest volume ellipsoid contained within a convex polytope - is a fundamental problem with applications in machine learning, optimization, and…
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…