Mingrui Liu

Non-Convex Min-Max Optimization: Provable Algorithms and Applications in Machine Learning

Hassan Rafique, Mingrui Liu, Qihang Lin et al. · arXiv (Cornell University) · 2018 · 101 citations · Full text

Natural Sciences, Computer Science, Mathematics +17

Weakly-convex–concave min–max optimization: provable algorithms and applications in machine learning

Hassan Rafique, Mingrui Liu, Qihang Lin et al. · Optimization methods & software · 2021 · 62 citations

Computing, Computer Science, Mathematics +14

Electrochemical destruction and mobilization of perfluorooctanoic acid (PFOA) and perfluorooctane sulfonate (PFOS) in saturated soil

Jie Hou, Guoao Li, Mingrui Liu et al. · Chemosphere · 2021 · 51 citations

Natural Sciences, Environmental Sciences, Soil Sciences +16

Understanding AdamW through Proximal Methods and Scale-Freeness

Zhenxun Zhuang, Mingrui Liu, Ashok Cutkosky et al. · arXiv (Cornell University) · 2022 · 36 citations · Full text

Computing, Computer Science, Algorithms +12

A Decentralized Parallel Algorithm for Training Generative Adversarial Nets

Mingrui Liu, Wei Zhang, Youssef Mroueh et al. · arXiv (Cornell University) · 2019 · 34 citations · Full text

Computing, Computer Science, Machine Learning +16