Zheng Xu

Publication Activity (10 Years)

Years Active: 2015-2022
Publications (10 Years): 16

Top Topics

Total Variation

Reweighted Least Squares

Top Venues

Patch-MI@MICCAI

Publications

Rui Qian, Yeqing Li, Zheng Xu, Ming-Hsuan Yang, Serge J. Belongie, Yin Cui
Multimodal Open-Vocabulary Video Classification via Pre-Trained Vision and Language Models. CoRR (2022)
Sheng Wang, Zheng Xu, Chaochao Yan, Junzhou Huang
Graph Convolutional Nets for Tool Presence Detection in Surgical Videos. IPMI (2019)
Chaochao Yan, Jiawen Yao, Ruoyu Li, Zheng Xu, Junzhou Huang
Weakly Supervised Deep Learning for Thoracic Disease Classification and Localization on Chest X-rays. CoRR (2018)
Feiyun Zhu, Jun Guo, Zheng Xu, Peng Liao, Liu Yang, Junzhou Huang
Group-Driven Reinforcement Learning for Personalized mHealth Intervention. MICCAI (1) (2018)
Zhibin Zhu, Jiawen Yao, Zheng Xu, Junzhou Huang, Benxin Zhang
A simple primal-dual algorithm for nuclear norm and total variation regularization. Neurocomputing 289 (2018)
Zheng Xu, Sheng Wang, Yeqing Li, Feiyun Zhu, Junzhou Huang
PRIM: An Efficient Preconditioning Iterative Reweighted Least Squares Method for Parallel Brain MRI Reconstruction. Neuroinformatics 16 (3-4) (2018)
Chaochao Yan, Jiawen Yao, Ruoyu Li, Zheng Xu, Junzhou Huang
Weakly Supervised Deep Learning for Thoracic Disease Classification and Localization on Chest X-rays. BCB (2018)
Xiaoyu Zhang, Sheng Wang, Feiyun Zhu, Zheng Xu, Yuhong Wang, Junzhou Huang
Seq3seq Fingerprint: Towards End-to-end Semi-supervised Deep Drug Discovery. BCB (2018)
Jiawen Yao, Zheng Xu, Xiaolei Huang, Junzhou Huang
An efficient algorithm for dynamic MRI using low-rank and total variation regularizations. Medical Image Anal. 44 (2018)
Zheng Xu, Sheng Wang, Feiyun Zhu, Junzhou Huang
Seq2seq Fingerprint: An Unsupervised Deep Molecular Embedding for Drug Discovery. BCB (2017)
Zheng Xu, Junzhou Huang
A General Efficient Hyperparameter-Free Algorithm for Convolutional Sparse Learning. AAAI (2017)
Feiyun Zhu, Jun Guo, Zheng Xu, Peng Liao, Junzhou Huang
Group-driven Reinforcement Learning for Personalized mHealth Intervention. CoRR (2017)
Zheng Xu, Junzhou Huang
Detecting 10, 000 Cells in One Second. MICCAI (2) (2016)
Zheng Xu, Yeqing Li, Junzhou Huang
Accelerated sparse optimization for missing data completion. ICPR (2016)
Sheng Wang, Jiawen Yao, Zheng Xu, Junzhou Huang
Subtype Cell Detection with an Accelerated Deep Convolution Neural Network. MICCAI (2) (2016)
Zhongxing Peng, Zheng Xu, Junzhou Huang
RSPIRIT: Robust self-consistent parallel imaging reconstruction based on generalized Lasso. ISBI (2016)
Zheng Xu, Yeqing Li, Leon Axel, Junzhou Huang
Efficient Preconditioning in Joint Total Variation Regularized Parallel MRI Reconstruction. MICCAI (2) (2015)
Zheng Xu, Junzhou Huang
Efficient Lung Cancer Cell Detection with Deep Convolution Neural Network. Patch-MI@MICCAI (2015)
Hao Pan, Zheng Xu, Junzhou Huang
An Effective Approach for Robust Lung Cancer Cell Detection. Patch-MI@MICCAI (2015)
Jiawen Yao, Zheng Xu, Xiaolei Huang, Junzhou Huang
Accelerated Dynamic MRI Reconstruction with Total Variation and Nuclear Norm Regularization. MICCAI (2) (2015)