
刘小彤,华中农业大学信息学院副教授。2025年博士毕业于西安交通大学,同年入职并任教至今。研究领域为机器学习,可解释性,隐私保护。
招生对象:计算机科学学硕、应用统计专硕
联系方式:xiaotong@mail.hzau.edu.cn
代表性论文:
[1] Xiaotong Liu, Jinxin Wang, Di Wang, Shao-Bo Lin*. Weighted spectral filters for kernel interpolation on spheres: Estimates of prediction accuracy for noisy data. SIAM Journal on Imaging Sciences, 2024, 17(2), 951-983.
[2] Shao-Bo Lin, Xiaotong Liu, Di Wang*, Hai Zhang*, Ding-Xuan Zhou. Adaptive distributed kernel ridge regression: A feasible distributed learning scheme for data silos. Journal of Machine Learning Research, 2025, 26, 1-54. (导师一作,本人二作)
[3] Ting Hu, Xiaotong Liu, Kai Ji, Yunwen Lei*. Convergence of Adaptive Stochastic Mirror Descent. IEEE Transactions on Neural Networks and Learning Systems, 2025, pages 1-12.