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Qian Chengde (钱成德)

🔬 Changepoint detection | Robust statistics

📝 Academic Works

• Journal

  • Q., Guanghui Wang, and Changliang Zou. Reliever: Relieving the burden of costly model fittings for changepoint detection. Journal of Machine Learning Research, 1–57, 2025. arXiv:2307.01150

  • Chen, Hui, Q.*, and Qin Zhou. Robust selection of the number of change-points via FDR control. Computational Statistics & Data Analysis, 214:1–17, 2026.

  • Q., Haiyan Jiang, and Decai Liang. Tracking nonstationary streaming data via exponentially weighted moving average stochastic gradient descent. Journal of Systems Science & Complexity, 38(5):2084–2107, 2025.

  • Q., Quoc Tran-Dinh, Sheng Fu, Changliang Zou, and Yufeng Liu. Robust multicategory support matrix machines. Mathematical Programming, 176:429–463, 2019.

• Conference

  • Q, Mengyuan Wang, Haojie Ren, and Changliang Zou. ByMI: Byzantine machine identification with FDR control. In International Conference on Machine Learning, 41357–41382, 2024.
  • Jintai Chen, Hongyun Yu, Q, Danny Z Chen, and Jian Wu. A receptor skeleton for capsule neural networks. In International Conference on Machine Learning, 1781–1790, 2021.

Softwares

My github profile.

• ZenOverleaf transforms Overleaf and TexPage into a focused, distraction-free writing environment, and supports git repo sync.
• SnapTeX, a lightweight, markdown-like LaTeX previewer without TeX backends for Visual Studio Code