Accelerating Frank-Wolfe Algorithm using Low-Dimensional and Adaptive Data Structures. - Zhao Song 002; Zhaozhuo Xu; Yuanyuan Yang 005; Lichen Zhang 003 (CoRR, 2022)

A Nearly Optimal Size Coreset Algorithm with Nearly Linear Time. - Yichuan Deng 002; Zhao Song 002; Yitan Wang; Yuanyuan Yang 005 (CoRR, 2022)

Sketching Meets Differential Privacy: Fast Algorithm for Dynamic Kronecker Projection Maintenance. - Zhao Song 002; Xin Yang 017; Yuanyuan Yang 005; Lichen Zhang 003 (CoRR, 2022)

Faster Algorithm for Structured John Ellipsoid Computation. - Zhao Song 002; Xin Yang 017; Yuanyuan Yang 005; Tianyi Zhou 002 (CoRR, 2022)

Fast Heavy Inner Product Identification Between Weights and Inputs in Neural Network Training. - Lianke Qin; Saayan Mitra; Zhao Song 002; Yuanyuan Yang 005; Tianyi Zhou 002 (IEEE Big Data, 2023)

Sketching Meets Differential Privacy: Fast Algorithm for Dynamic Kronecker Projection Maintenance. - Zhao Song 002; Xin Yang 019; Yuanyuan Yang 005; Lichen Zhang 003 (ICML, 2023)

Efficient SGD Neural Network Training via Sublinear Activated Neuron Identification. - Lianke Qin; Zhao Song 002; Yuanyuan Yang 005 (IEEE Big Data, 2024)