徐易，博士，大连理工大学人工智能学院副教授。博士毕业于美国爱荷华大学(The Unversity of Iowa)计算机科学系，导师是Prof. Tianbao Yang和Prof. Qihang Lin. 硕士毕业于美国南达科他州立大学，本科毕业于浙江大学。加入大连理工大学之前，曾任阿里巴巴达摩院算法专家。个人英文主页： https://yxu71.github.io

主要研究方向为机器学习、优化、统计学习理论、深度学习。

发表论文摘录： (全部论文见谷歌学术：https://scholar.google.com/citations?user=D4jEMqEAAAAJ&hl=en)

1. Yi Xu, Lei Shang, Jinxing Ye, Qi Qian, Yu-Feng Li, Baigui Sun, Hao Li, Rong Jin. Dash: Semi-Supervised Learning with Dynamic Thresholding. ICML 2021. (Long Talk, acceptance rate: 3%) (CCF A)

2. Yi Xu, Rong Jin, Tianbao Yang. Non-asymptotic Analysis of Stochastic Methods for Non-Smooth Non-Convex Regularized Problems. NeurIPS 2019. (CCF A)

3. Yi Xu, Rong Jin, Tianbao Yang. First-order Stochastic Algorithms for Escaping From Saddle Points in Almost Linear Time. NeurIPS 2018. (CCF A)

4. Yi Xu, Mingrui Liu, Qihang Lin, Tianbao Yang. ADMM without a Fixed Penalty Parameter: Faster Convergence with New Adaptive Penalization. NeurIPS 2017. (CCF A)

5. Yi Xu, Qihang Lin, Tianbao Yang. Stochastic Convex Optimization: Faster Local Growth Implies Faster Global Convergence. ICML 2017. (CCF A)  

常年招收学生，欢迎对机器学习具有浓厚兴趣的学生联系我(yxu@dlut.edu.cn)。