2022
Deep learning-based large-scale named entity recognition for anatomical region of mammalian brain.
Quant. Biol., 2022

2021
DeepMapi: a Fully Automatic Registration Method for Mesoscopic Optical Brain Images Using Convolutional Neural Networks.
Neuroinformatics, 2021

Joint Optical Neuroimaging Denoising with Semantic Tasks.
CoRR, 2021

PointManifoldCut: Point-wise Augmentation in the Manifold for Point Clouds.
CoRR, 2021

Denoising Across Data Acquisition Modalities for Mesoscopic Scale Optical Neuroimaging.
IEEE Access, 2021

2020
Automated Brain Region Segmentation for Single Cell Resolution Histological Images Based on Markov Random Field.
Neuroinformatics, 2020

Skeleton optimization of neuronal morphology based on three-dimensional shape restrictions.
BMC Bioinform., 2020

2019
Challenges of Processing and Analyzing Big Data in Mesoscopic Whole-brain Imaging.
Genom. Proteom. Bioinform., 2019

Super-Resolution of Face Images Using Weighted Elastic Net Constrained Sparse Representation.
IEEE Access, 2019

2018
Face Hallucination via Gradient Constrained Sparse Representation.
IEEE Access, 2018

2011
A Unified Probabilistic Model for Global and Local Unsupervised Feature Selection.
Proceedings of the 28th International Conference on Machine Learning, 2011

2009
Sparse Probabilistic Principal Component Analysis.
Proceedings of the Twelfth International Conference on Artificial Intelligence and Statistics, 2009