Who collaborates with Mingrui Liu?
Atlas records 23 co-authors for Mingrui Liu, who works on Stochastic Gradient Optimization Techniques; the 14 strongest connections are shown. The strongest collaboration is with Michael Crawshaw (9 joint papers).
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Top co-authors
| Researcher | Joint papers | Cited |
|---|---|---|
| Michael Crawshaw | 9 | 457 |
| Xiaochuan Gong | 6 | 3 |
| Kaiyi Ji | 2 | 642 |
| Chirag Modi | 1 | 1,830 |
| Kwok Yan Lam | 1 | 427 |
| Sixiao Zhang | 1 | 200 |
| Cheng Long | 2 | 3,359 |
| Zhenxun Zhuang | 3 | 80 |
| Amarda Shehu | 3 | 3,477 |
| Rui Yu | 1 | 753 |
| Chunyang Liao | 1 | 17,080 |
| Lei Ying | 1 | 6,470 |
| Yunwen Lei | 3 | 748 |
| Yingbin LIANG | 1 | 7,913 |
Research topics
| Topic | Field | Papers |
|---|---|---|
| Stochastic Gradient Optimization Techniques | Computer Science | 26 |
| Sparse and Compressive Sensing Techniques | Engineering | 15 |
| Privacy-Preserving Technologies in Data | Computer Science | 10 |
| Advanced Neural Network Applications | Computer Science | 8 |
| Domain Adaptation and Few-Shot Learning | Computer Science | 7 |
Topics reflect this author's top 5 in OpenAlex; secondary areas may be missing.
Representative papers
| Title | Year | Cited |
|---|---|---|
| Non-Convex Min-Max Optimization: Provable Algorithms and Applications in Machine Learning | 2018 | 101 |
| Weakly-convex–concave min–max optimization: provable algorithms and applications in machine learning | 2021 | 62 |
| Electrochemical destruction and mobilization of perfluorooctanoic acid (PFOA) and perfluorooctane sulfonate (PFOS) in saturated soil | 2021 | 51 |
| Understanding AdamW through Proximal Methods and Scale-Freeness | 2022 | 36 |
| A Decentralized Parallel Algorithm for Training Generative Adversarial Nets | 2019 | 34 |
| Application of Patient-Reported Outcome Measurements in Clinical Trials in China | 2022 | 28 |
| Stochastic AUC Maximization with Deep Neural Networks | 2019 | 28 |
| Improved Schemes for Episodic Memory-based Lifelong Learning | 2019 | 27 |
Cite: Researcher Atlas, "Who collaborates with Mingrui Liu?", data version 2026.07-r1, https://researcher-atlas.com/researcher/mingrui-liu-a5101839271/