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ZHU Zhanxing
Assistant Professor
zhanxing.zhu@pku.edu.cn
Phone :86-10-62754248
Office :1551W
https://sites.google.com/view/zhanxingzhu/home

Education

Ph.D., The University of Edinburgh, 2016.

M.S., Aalto University, 2011.

B.S., Beihang University, 2009.

Research Interests

Artificial Intelligence, Machine Learning, Deep Learning


Selected Publications

1. Zhanxing Zhu*, Jingfeng Wu*, Bing Yu, Lei Wu and Jinwen Ma. The Anisotropic Noise in Stochastic Gradient Descent: Its Behavior of Escaping from Minima and Regularization Effects. 36th International Conference on Machine Learning. (ICML 2019)

2. Tianyuan Zhang, Zhanxing Zhu#. Interpreting Adversarial Trained Convolutional Neural Networks. 36th International Conference on Machine Learning. (ICML 2019)

3. Ju Xu, Zhanxing Zhu#. Reinforced Continual Learning. 32nd Annual Conference on Neural Information Processing Systems. (NeurIPS 2018)

4. Nanyang Ye, Zhanxing Zhu#. Bayesian Adversarial Learning. 32nd Annual Conference on Neural Information Processing Systems. (NeurIPS 2018)

5. Zhanxing Zhu*, Xiaocheng Shang*, Benedict Leimkuhler and Amos Storkey. Covariance-Controlled Adaptive Langevin Thermostat for Large-Scale Bayesian Sampling. 29th Annual Conference on Neural Information Processing Systems (NeuriPS 2015)