Sha Cao

Publication Activity (10 Years)

Years Active: 2014-2023
Publications (10 Years): 29

Top Topics

Matrix Factorization

Mixture Modeling

Top Venues

J. Bioinform. Comput. Biol.

Publications

Pengtao Dang, Haiqi Zhu, Tingbo Guo, Changlin Wan, Tong Zhao, Paul Salama, Yijie Wang, Sha Cao, Chi Zhang
Generalized Matrix Local Low Rank Representation by Random Projection and Submatrix Propagation. KDD (2023)
Zixuan Zhang, Haiqi Zhu, Pengtao Dang, Jia Wang, Wennan Chang, Xiao Wang, Norah Alghamdi, Alex Lu, Yong Zang, Wenzhuo Wu, Yijie Wang, Yu Zhang, Sha Cao, Chi Zhang
FLUXestimator: a webserver for predicting metabolic flux and variations using transcriptomics data. Nucleic Acids Res. 51 (W1) (2023)
Wennan Chang, Chi Zhang, Sha Cao
. Briefings Bioinform. 23 (4) (2022)
Junyi Zhou, Xiaoyu Lu, Wennan Chang, Changlin Wan, Xiongbin Lu, Chi Zhang, Sha Cao
PLUS: Predicting cancer metastasis potential based on positive and unlabeled learning. PLoS Comput. Biol. 18 (3) (2022)
Changlin Wan, Pengtao Dang, Tong Zhao, Yong Zang, Chi Zhang, Sha Cao
Bias aware probabilistic Boolean matrix factorization. UAI (2022)
Wennan Chang, Pengdao Dang, Changlin Wan, Xiaoyu Lu, Yue Fang, Tong Zhao, Yong Zang, Bo Li, Chi Zhang, Sha Cao
Spatially and Robustly Hybrid Mixture Regression Model for Inference of Spatial Dependence. CoRR (2021)
Wennan Chang, Pengdao Dang, Changlin Wan, Xiaoyu Lu, Yue Fang, Tong Zhao, Yong Zang, Bo Li, Chi Zhang, Sha Cao
Spatially and Robustly Hybrid Mixture Regression Model for Inference of Spatial Dependence. ICDM (2021)
Changlin Wan, Muhan Zhang, Wei Hao, Sha Cao, Pan Li, Chi Zhang
Principled Hyperedge Prediction with Structural Spectral Features and Neural Networks. CoRR (2021)
Changlin Wan, Dongya Jia, Yue Zhao, Wennan Chang, Sha Cao, Xiao Wang, Chi Zhang
A data denoising approach to optimize functional clustering of single cell RNA-sequencing data. BIBM (2020)
Changlin Wan, Wennan Chang, Tong Zhao, Sha Cao, Chi Zhang
Geometric All-Way Boolean Tensor Decomposition. CoRR (2020)
Changlin Wan, Wennan Chang, Tong Zhao, Mengya Li, Sha Cao, Chi Zhang
Fast and Efficient Boolean Matrix Factorization by Geometric Segmentation. AAAI (2020)
Changlin Wan, Wennan Chang, Tong Zhao, Sha Cao, Chi Zhang
Denoising Individual Bias for Fairer Binary Submatrix Detection. CIKM (2020)
Changlin Wan, Wennan Chang, Tong Zhao, Yong Zang, Sha Cao, Chi Zhang
Denoising individual bias for a fairer binary submatrix detection. CoRR (2020)
Wennan Chang, Xinyu Zhou, Yong Zang, Chi Zhang, Sha Cao
A New Algorithm using Component-wise Adaptive Trimming For Robust Mixture Regression. CoRR (2020)
Wennan Chang, Changlin Wan, Yong Zang, Chi Zhang, Sha Cao
Supervised clustering of high dimensional data using regularized mixture modeling. CoRR (2020)
Changlin Wan, Wennan Chang, Tong Zhao, Sha Cao, Chi Zhang
Geometric All-way Boolean Tensor Decomposition. NeurIPS (2020)
Juan Xie, Anjun Ma, Yu Zhang, Bingqiang Liu, Sha Cao, Cankun Wang, Jennifer Xu, Chi Zhang, Qin Ma
QUBIC2: a novel and robust biclustering algorithm for analyses and interpretation of large-scale RNA-Seq data. Bioinform. 36 (4) (2020)
Changlin Wan, Wennan Chang, Tong Zhao, Mengya Li, Sha Cao, Chi Zhang
MEBF: a fast and efficient Boolean matrix factorization method. CoRR (2019)
Yu Zhang, Changlin Wan, Pengcheng Wang, Wennan Chang, Yan Huo, Jian Chen, Qin Ma, Sha Cao, Chi Zhang
M3S: a comprehensive model selection for multi-modal single-cell RNA sequencing data. BMC Bioinform. (24) (2019)
Huiyan Sun, Liang Chen, Sha Cao, Yanchun Liang, Ying Xu
Warburg Effects in Cancer and Normal Proliferating Cells: Two Tales of the Same Name. Genom. Proteom. Bioinform. 17 (3) (2019)
Emily E. Diller, Sha Cao, Beth Ey, Robert Lober, Jason G. Parker
Predicted disease compositions of human gliomas estimated from multiparametric MRI can predict endothelial proliferation, tumor grade, and overall survival. CoRR (2019)
Yong Zang, Wing Kam Fung, Sha Cao, Hon Keung Tony Ng, Chi Zhang
Robust tests for gene-environment interaction in case-control and case-only designs. Comput. Stat. Data Anal. 129 (2019)
Shujing Zhang, Jingyan Qin, Sha Cao, Jinhua Dou
HRI Design Research for Intelligent Household Service Robots: Teler as a Case Study. HCI (19) (2018)
Yuemeng Du, Jingyan Qin, Shujing Zhang, Sha Cao, Jinhua Dou
Voice User Interface Interaction Design Research Based on User Mental Model in Autonomous Vehicle. HCI (3) (2018)
Yu Zhang, Sha Cao, Jing Zhao, Burair Alsaihati, Qin Ma, Chi Zhang
MRHCA: a nonparametric statistics based method for hub and co-expression module identification in large gene co-expression network. Quant. Biol. 6 (1) (2018)
Sha Cao, Yi Zhou, Yue Wu, Tianci Song, Burair Alsaihati, Ying Xu
Transcription regulation by DNA methylation under stressful conditions in human cancer. Quant. Biol. 5 (4) (2017)
Tianci Song, Yan Wang, Wei Du, Sha Cao, Yuan Tian, Yanchun Liang
The method for breast cancer grade prediction and pathway analysis based on improved multiple kernel learning. J. Bioinform. Comput. Biol. 15 (1) (2017)
Jingyan Qin, Sha Cao, Xiaohui Wang
User Experience Design for Green IT Products Through Wearable Computing and Quantified Self. HCI (17) (2016)
Chao Liu, Chi Zhang, Jing Su, Dongsheng Zhang, Sha Cao
Stresses drive a cancer's initiation, progression and metastasis: Critical comments on the book "Cancer Bioinformatics". J. Bioinform. Comput. Biol. 13 (2) (2015)
Chi Zhang, Sha Cao, Ying Xu
Population dynamics inside cancer biomass driven by repeated hypoxia-reoxygenation cycles. Quant. Biol. 2 (3) (2014)