Optimization & Machine Learning

Research

Work on large-scale optimization, GPU-accelerated algorithms, and machine learning.

11 papers 2024–2026

2026

5 papers

Hongpei Li, Yicheng Huang, Huikang Liu, Dongdong Ge, Yinyu Ye

arXiv

Hongpei Li, Huikang Liu, Dongdong Ge, Yinyu Ye

arXiv

Chenyu Zhou^*, Hongpei Li^*, Yuerou Liu, Jianghao Lin, Dongdong Ge, Yinyu Ye

arXiv

Equal contribution (co-first authors).

Hongpei Li, Yicheng Huang, Huikang Liu, Dongdong Ge, Yinyu Ye

arXiv

Hongpei Li, Yicheng Huang, Huikang Liu, Dongdong Ge, Yinyu Ye

arXiv

5 papers

Hongpei Li, Ziyan He, Yufei Wang, Wenting Tu, Shanwen Pu, Qi Deng, Dongdong Ge

arXiv

Huikang Liu, Yicheng Huang, Hongpei Li, Dongdong Ge, Yinyu Ye

arXiv

Yicheng Huang, Wanyu Zhang, Hongpei Li, Huikang Liu, Dongdong Ge, Yinyu Ye

Accepted by INFORMS Journal on Computing

Hongpei Li, Hui Yuan, Han Zhang, Jianghao Lin, Dongdong Ge, Mengdi Wang, Yinyu Ye

Accepted by ICLR 2026

Hongpei Li, Han Zhang, Huikang Liu, Dongdong Ge, Yinyu Ye

arXiv

1 paper

Hongpei Li, Han Zhang, Ziyan He, Yunkai Jia, Bo Jiang, Xiang Huang, Dongdong Ge

arXiv