Classification of X-Ray Galaxy Clusters with Morphological Feature and Tree SVM. - Lei Wang 106; Zhixian Ma; Haiguang Xu; Jie Zhu 006 (ICMLA, 2016)

X-ray Astronomical Point Sources Recognition Using Granular Binary-tree SVM. - Zhixian Ma; Weitian Li; Lei Wang 106; Haiguang Xu; Jie Zhu 006 (CoRR, 2017)

An Approach to Detect Cavities in X-Ray Astronomical Images Using Granular Convolutional Neural Networks. - Zhixian Ma; Jie Zhu 006; Weitian Li; Haiguang Xu (IEICE Trans. Inf. Syst., 2017)

Radio Galaxy Morphology Generation using Residual Convolutional Autoencoder and Gaussian Mixture Models. - Zhixian Ma; Jie Zhu 006; Weitian Li; Haiguang Xu (ICIP, 2018)

Radio Galaxy Morphology Generation Using DNN Autoencoder and Gaussian Mixture Models. - Zhixian Ma; Jie Zhu 006; Weitian Li; Haiguang Xu (CoRR, 2018)

Radio Galaxy Morphology Simulation via Residual Conditional Variational Autoencoder. - Zhixian Ma; Jie Zhu 006; Yongkai Zhu; Haiguang Xu (CIS, 2019)

Classification of Radio Galaxy Images with Semi-supervised Learning. - Zhixian Ma; Jie Zhu 006; Yongkai Zhu; Haiguang Xu (DMBD, 2019)

Separating the EoR Signal with a Convolutional Denoising Autoencoder: A Deep-learning-based Method. - Weitian Li; Haiguang Xu; Zhixian Ma; Ruimin Zhu; Dan Hu; Zhenghao Zhu; Junhua Gu; Chenxi Shan; Jie Zhu 006; Xiang-Ping Wu 003 (CoRR, 2019)