Yupei Zhang (张育培)

PhD School of Computer Science Northwestern Polytechnical University (NPU) No. 1 Dongxiang Road Xi'an, Shaanxi 710129, China Phone: +86 Fax: +86 E-mail: ypzhaang [@] nwpu [DOT] edu [DOT] cn

Publication and Code

2020

• Zhang Y, Dai H, Yun Y, et al. Meta-knowledge Dictionary Learning on 1-bit Response Data for Student Knowledge Diagnosis. Knowledge-Based Systems, 2020, 205: 106290. [ CODE]

• Zhang Y, Liu S. Integrated Sparse Coding With Graph Learning for Robust Data Representation. IEEE Access, 2020, 8: 161245-161260. [CODE]

• Zhang Y, Tian Z, Lei Y, et al. Automatic Multi-needle Localization in Ultrasound Images using Large Margin Mask RCNN for Ultrasound-guided Prostate Brachytherapy. Physics in Medicine & Biology, 2020.

• Zeng Q, Fu Y, Tian Z, et al. Label-driven Magnetic Resonance Imaging (MRI)-Transrectal Ultrasound (TRUS) Registration using Weakly Supervised Learning for MRI-guided Prostate Radiotherapy. Physics in Medicine and Biology, 2020, 65(13): 135002.

• Dai X, Lei Y, Zhang Y, et al. Automatic Multi‐Catheter Detection using Deeply Supervised Convolutional Neural Network in MRI‐guided HDR Prostate Brachytherapy. Medical Physics, 2020.

• Zhang Y, He X, Tian Z, et al. Multi-needle detection in 3D ultrasound images with sparse dictionary learning. Medical Imaging 2020: Ultrasonic Imaging and Tomography. International Society for Optics and Photonics, 2020, 11319: 113190I.

• Zhang Y, Harms J, Lei Y, et al. Weakly supervised multi-needle detection in 3D ultrasound images with bidirectional convolutional sparse coding. Medical Imaging 2020: Ultrasonic Imaging and Tomography. International Society for Optics and Photonics, 2020, 11319: 1131914.

• Zhang Y, Lei Y, Qiu R L J, et al. Multi‐needle Localization with Attention U‐Net in US‐guided HDR Prostate Brachytherapy. Medical Physics, 2020.

• Zhang Y, He X, Tian Z, et al. Multi-needle Detection in 3D Ultrasound Images Using Unsupervised Order-graph Regularized Sparse Dictionary Learning. IEEE Transactions on Medical Imaging, 2020.

• Zhang Y, Yun Y, Dai H, et al. Graphs Regularized Robust Matrix Factorization and Its Application on Student Grade Prediction. Applied Sciences, 2020, 10(5): 1755. [CODE]

2019

• Yang B, Zhang Y, Pang S, et al. Integrating Multi-Omic Data with Deep Subspace Fusion Clustering for Cancer Subtype Prediction. IEEE/ACM Transactions on Computational Biology and Bioinformatics, 2019.

• Zhang Y, Dai H, Yun Y, et al. Student Knowledge Diagnosis on Response Data via the Model of Sparse Factor Learning. EDM. 2019.

2018

• Zhang Y, Liu S, Shang X, et al. Low-rank graph regularized sparse coding. Pacific Rim International Conference on Artificial Intelligence. Springer, Cham, 2018: 177-190.

• Zhang Y, Xiang M, Yang B. Hierarchical sparse coding from a Bayesian perspective. Neurocomputing, 2018, 272: 279-293.

2017

• Zhang Y, Xiang M, Yang B. Graph regularized nonnegative sparse coding using incoherent dictionary for approximate nearest neighbor search. Pattern Recognition, 2017, 70: 75-88.

• Zhang Y, Xiang M, Yang B. Low-rank preserving embedding. Pattern Recognition, 2017, 70: 112-125.

2016

• Yang B, Xiang M, Zhang Y. Multi-manifold discriminant Isomap for visualization and classification. Pattern Recognition, 2016, 55: 215-230.

• Zhang Y, Xiang M, Yang B. Linear dimensionality reduction based on Hybrid structure preserving projections. Neurocomputing, 2016, 173: 518-529.

Before 2015

• Yang B, Xiang M, Zhang Y. Learning discriminant isomap for dimensionality reduction. 2015 International Joint Conference on Neural Networks (IJCNN). IEEE, 2015: 1-8.