Sparse Probabilistic Principal Component Analysis. - Yue Guan 001; Jennifer G. Dy (AISTATS, 2009)

A Unified Probabilistic Model for Global and Local Unsupervised Feature Selection. - Yue Guan 001; Jennifer G. Dy; Michael I. Jordan (ICML, 2011)

Face Hallucination via Gradient Constrained Sparse Representation. - Xiaobing Pei; Yue Guan 001; Pingping Cai; Tao Dong (IEEE Access, 2018)

Super-Resolution of Face Images Using Weighted Elastic Net Constrained Sparse Representation. - Xiaobing Pei; Tao Dong; Yue Guan 001 (IEEE Access, 2019)

Challenges of Processing and Analyzing Big Data in Mesoscopic Whole-brain Imaging. - Anan Li; Yue Guan 001; Hui Gong; Qingming Luo (Genom. Proteom. Bioinform., 2019)

Skeleton optimization of neuronal morphology based on three-dimensional shape restrictions. - Siqi Jiang; Zhengyu Pan; Zhao Feng; Yue Guan 001; Miao Ren; Zhangheng Ding; Shangbin Chen; Hui Gong; Qingming Luo; Anan Li (BMC Bioinform., 2020)

Automated Brain Region Segmentation for Single Cell Resolution Histological Images Based on Markov Random Field. - Xiaofeng Xu; Yue Guan 001; Hui Gong; Zhao Feng; Wenjuan Shi; Anan Li; Miao Ren; Jing Yuan 007; Qingming Luo (Neuroinformatics, 2020)

Denoising Across Data Acquisition Modalities for Mesoscopic Scale Optical Neuroimaging. - Tianfang Zhu; Yutong Han; Anan Li; Jing Yuan 007; Hui Gong; Yue Guan 001 (IEEE Access, 2021)

PointManifoldCut: Point-wise Augmentation in the Manifold for Point Clouds. - Tianfang Zhu; Yue Guan 001; Anan Li (CoRR, 2021)

Joint Optical Neuroimaging Denoising with Semantic Tasks. - Tianfang Zhu; Yue Guan 001; Anan Li (CoRR, 2021)

DeepMapi: a Fully Automatic Registration Method for Mesoscopic Optical Brain Images Using Convolutional Neural Networks. - Hong Ni; Zhao Feng; Yue Guan 001; Xueyan Jia; Wu Chen; Tao Jiang; Qiuyuan Zhong; Jing Yuan 007; Miao Ren; Xiangning Li; Hui Gong; Qingming Luo; et al. (Neuroinformatics, 2021)

Deep learning-based large-scale named entity recognition for anatomical region of mammalian brain. - Xiaokang Chai; Yachao Di; Zhao Feng; Yue Guan 001; Guoqing Zhang 006; Anan Li; Qingming Luo (Quant. Biol., 2022)