Zhanxing Zhu
Zhanxing Zhu
Assistant Professor, Peking University
Verified email at pku.edu.cn - Homepage
TitleCited byYear
Spatio-temporal graph convolutional neural network: A deep learning framework for traffic forecasting
B Yu, H Yin, Z Zhu
International Joint Conference of Artificial Intelligence (IJCAI 2018), 2018
Towards Understanding Generalization of Deep Learning: Perspective of Loss Landscapes
L Wu, Z Zhu
The 34th International Conference on Machine Learning (ICML 2017 …, 2017
Microstructure and solidification behavior of multicomponent CoCrCuxFeMoNi high-entropy alloys
PH Wu, N Liu, W Yang, ZX Zhu, YP Lu, XJ Wang
Materials Science and Engineering: A 642, 142-149, 2015
The Anisotropic Noise in Stochastic Gradient Descent: Its Behavior of Escaping from Sharp Minima and Regularization Effects
Z Zhu, J Wu, B Yu, L Wu, J Ma
International Conference on Machine Learning (ICML 2019), 7654-7663, 2019
Covariance-controlled adaptive Langevin thermostat for large-scale Bayesian sampling
X Shang, Z Zhu, B Leimkuhler, AJ Storkey
Advances in Neural Information Processing Systems, 37-45, 2015
Learning with noise: Enhance distantly supervised relation extraction with dynamic transition matrix
B Luo, Y Feng, Z Wang, Z Zhu, S Huang, R Yan, D Zhao
ACL 2017, 2017
Reinforced continual learning
J Xu, Z Zhu
Advances in Neural Information Processing Systems (NeurIPS 2018), 899-908, 2018
Yet another text captcha solver: A generative adversarial network based approach
G Ye, Z Tang, D Fang, Z Zhu, Y Feng, P Xu, X Chen, Z Wang
Proceedings of the 2018 ACM SIGSAC Conference on Computer and Communications …, 2018
You only propagate once: Painless adversarial training using maximal principle
D Zhang, T Zhang, Y Lu, Z Zhu, B Dong
arXiv preprint arXiv:1905.00877, 2019
Adaptive stochastic primal-dual coordinate descent for separable saddle point problems
Z Zhu, AJ Storkey
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2015
Automatic rank determination in projective nonnegative matrix factorization
Z Yang, Z Zhu, E Oja
International Conference on Latent Variable Analysis and Signal Separation …, 2010
Supervised distance preserving projections
Z Zhu, T Similä, F Corona
Neural processing letters 38 (3), 445-463, 2013
Understanding and enhancing the transferability of adversarial examples
L Wu, Z Zhu, C Tai
arXiv preprint arXiv:1802.09707, 2018
Langevin Dynamics with Continuous Tempering for Training Deep Neural Networks
N Ye, Z Zhu, RK Mantiuk
31st Neural Information Processing Systems (NIPS 2017), 2017
Local linear regression for soft-sensor design with application to an industrial deethanizer
Z Zhu, F Corona, A Lendasse, R Baratti, JA Romagnoli
IFAC Proceedings Volumes 44 (1), 2839-2844, 2011
Novel subgroups of patients with adult-onset diabetes in Chinese and US populations
X Zou, X Zhou, Z Zhu, L Ji
The Lancet Diabetes & Endocrinology 7 (1), 9-11, 2019
Neural control variates for variance reduction
Z Zhu, R Wan, M Zhong
arXiv preprint arXiv:1806.00159, 2018
Supervised Distance Preserving Projections: Applications in the quantitative analysis of diesel fuels and light cycle oils from NIR spectra
F Corona, Z Zhu, AH de Souza Júnior, M Mulas, E Muru, L Sassu, ...
Journal of Process Control 30, 10-21, 2015
Multiplicative updates for learning with stochastic matrices
Z Zhu, Z Yang, E Oja
Scandinavian Conference on Image Analysis, 143-152, 2013
Interpreting Adversarially Trained Convolutional Neural Networks
T Zhang, Z Zhu
International Conference on Machine Learning (ICML 2019), 2019
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