Junlin Xu

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 21

Top Topics

Attention Mechanism

Kernel Learning

Small Disjuncts

Convolutional Network

Top Venues

Briefings Bioinform.

Publications

Wei Liu, Youze Pan, Zhijie Teng, Junlin Xu
scDMAE: A Generative Denoising Model Adopted Mask Strategy for scRNA-Seq Data Recovery. IEEE J. Biomed. Health Informatics 28 (6) (2024)
Pan Zeng, Bofei Zhang, Aohang Liu, Yajie Meng, Xianfang Tang, Jialiang Yang, Junlin Xu
Drug repositioning based on tripartite cross-network embedding and graph convolutional network. Expert Syst. Appl. 252 (2024)
Shuaishuai Yang, Min Jin, Lian Wang, Changcheng Lu, Yajie Meng, Die Yan, Zhijian Huang, Junlin Xu
Medical Image Segmentation Using Dual Branch Networks with Embedded Attention Mechanism. BIBM (2023)
Ze-Qun Zhang, Junlin Xu, Yanan Wu, Nian-Nian Liu, Ying-Long Wang, Ying Liang
CapsNet-LDA: predicting lncRNA-disease associations using attention mechanism and capsule network based on multi-view data. Briefings Bioinform. 24 (1) (2023)
Yajie Meng, Yi Wang, Junlin Xu, Changcheng Lu, Xianfang Tang, Tao Peng, Bengong Zhang, Geng Tian, Jialiang Yang
Drug repositioning based on weighted local information augmented graph neural network. Briefings Bioinform. 25 (1) (2023)
Jing Jiang, Junlin Xu, Yuansheng Liu, Bosheng Song, Xiulan Guo, Xiangxiang Zeng, Quan Zou
Dimensionality reduction and visualization of single-cell RNA-seq data with an improved deep variational autoencoder. Briefings Bioinform. 24 (3) (2023)
Yi Sun, Lijun Cai, Bo Liao, Wen Zhu, Junlin Xu
A Robust Oversampling Approach for Class Imbalance Problem With Small Disjuncts. IEEE Trans. Knowl. Data Eng. 35 (6) (2023)
Junlin Xu, Lingyu Cui, Jujuan Zhuang, Yajie Meng, Pingping Bing, Binsheng He, Geng Tian, Choi Kwok Pui, Taoyang Wu, Bing Wang, Jialiang Yang
Evaluating the performance of dropout imputation and clustering methods for single-cell RNA sequencing data. Comput. Biol. Medicine 146 (2022)
Yajie Meng, Changcheng Lu, Min Jin, Junlin Xu, Xiangxiang Zeng, Jialiang Yang
A weighted bilinear neural collaborative filtering approach for drug repositioning. Briefings Bioinform. 23 (2) (2022)
Wen Li, Shu-Lin Wang, Junlin Xu, Ju Xiang
Inferring Latent MicroRNA-Disease Associations on a Gene-Mediated Tripartite Heterogeneous Multiplexing Network. IEEE ACM Trans. Comput. Biol. Bioinform. 19 (6) (2022)
Jujuan Zhuang, Lingyu Cui, Tianqi Qu, Changjing Ren, Junlin Xu, Tianbao Li, Geng Tian, Jialiang Yang
A Streamlined scRNA-Seq Data Analysis Framework Based on Improved Sparse Subspace Clustering. IEEE Access 9 (2021)
Junlin Xu, Lijun Cai, Bo Liao, Wen Zhu, Jialiang Yang
CMF-Impute: an accurate imputation tool for single cell RNA-seq data. Bioinform. 36 (22-23) (2021)
Yajie Meng, Min Jin, Xianfang Tang, Junlin Xu
Drug repositioning based on similarity constrained probabilistic matrix factorization: COVID-19 as a case study. Appl. Soft Comput. 103 (2021)
Lijun Cai, Changcheng Lu, Junlin Xu, Yajie Meng, Peng Wang, Xiangzheng Fu, Xiangxiang Zeng, Yansen Su
Drug repositioning based on the heterogeneous information fusion graph convolutional network. Briefings Bioinform. 22 (6) (2021)
Pan Zeng, Md. Fazla Elahe, Junlin Xu, Min Jin
Uncovering Dominant Features in Short-term Power Load Forecasting Based on Multi-source Feature. CoRR (2021)
Junlin Xu, Wen Zhu, Lijun Cai, Bo Liao, Yajie Meng, Ju Xiang, Dawei Yuan, Geng Tian, Jialiang Yang
LRMCMDA: Predicting miRNA-Disease Association by Integrating Low-Rank Matrix Completion With miRNA and Disease Similarity Information. IEEE Access 8 (2020)
Yajie Meng, Min Jin, Xianfang Tang, Junlin Xu
Degree-Based Similarity Indexes for Identifying Potential miRNA-Disease Associations. IEEE Access 8 (2020)
Yuhua Yao, Bin-Bin Jia, Sihong Shi, Junlin Xu, Xiaofang Xiao, Enchao Yu, Bo Liao, Jialiang Yang
IMDAILM: Inferring miRNA-Disease Association by Integrating lncRNA and miRNA Data. IEEE Access 8 (2020)
Wen Li, Shulin Wang, Junlin Xu, Jialiang Yang
Identification of Human LncRNA-Disease Association by Fast Kernel Learning-Based Kronecker Regularized Least Squares. ICIC (2) (2020)
Junlin Xu, Lijun Cai, Bo Liao, Wen Zhu, Jialiang Yang
CMF-Impute: an accurate imputation tool for single-cell RNA-seq data. Bioinform. 36 (10) (2020)
Manzhi Li, Hongtao Wang, Haixia Long, Ju Xiang, Bo Wang, Junlin Xu, Jialiang Yang
Community Detection and Visualization in Complex Network by the Density-Canopy-Kmeans Algorithm and MDS Embedding. IEEE Access 7 (2019)