Cong Shen

23 papers Journal 17Unranked 6
YearRankTypeTitle / Venue / Authors
2025 — conf
SpaMCI-DL: A Hybrid Deep Learning Framework for Integrated Identification of Domains and Spatially Variable Genes in Spatial Transcriptomics.
BIBM
Xiao Liang, Pei Liu, Cong Shen, Wei Liu, Juping Li, Jiawei Luo
2025 J jnl
Torsion Graph Neural Networks.
IEEE Trans. Pattern Anal. Mach. Intell.
Cong Shen, Xiang Liu, Jiawei Luo, Kelin Xia
2024 J jnl
Geometric Molecular Graph Representation Learning Model for Drug-Drug Interactions Prediction.
IEEE J. Biomed. Health Informatics
Zhenyu Jiang, Pingjian Ding, Cong Shen, Xiaopeng Dai
2024 J jnl
Molecular topological deep learning for polymer property prediction.
CoRR
Cong Shen, Yipeng Zhang, Fei Han, Kelin Xia
2024 J jnl
Multi-Cover Persistence (MCP)-based machine learning for polymer property prediction.
Briefings Bioinform.
Yipeng Zhang, Cong Shen, Kelin Xia
2023 J jnl
Curvature-enhanced Graph Convolutional Network for Biomolecular Interaction Prediction.
CoRR
Cong Shen, Pingjian Ding, Junjie Wee, Jialin Bi, Jiawei Luo, Kelin Xia
2023 — conf
Diagnosis of Lung Cancer Subtypes by Combining Multi-graph Embedding and Graph Fusion Network.
ICIC (5)
Siyu Peng, Jiawei Luo, Cong Shen, Bo Wang
2023 J jnl
Fingerprint-Enhanced Graph Attention Network (FinGAT) Model for Antibiotic Discovery.
J. Chem. Inf. Model.
Hou Yee Choo, Junjie Wee, Cong Shen, Kelin Xia
2023 J jnl
Molecular geometric deep learning.
CoRR
Cong Shen, Jiawei Luo, Kelin Xia
2023 J jnl
Multitask joint learning with graph autoencoders for predicting potential MiRNA-drug associations.
Artif. Intell. Medicine
Yichen Zhong, Cong Shen, Xiaoting Xi, Yuxun Luo, Pingjian Ding, Lingyun Luo
2023 J jnl
Spatial-MGCN: a novel multi-view graph convolutional network for identifying spatial domains with attention mechanism.
Briefings Bioinform.
Bo Wang, Jiawei Luo, Ying Liu, Wanwan Shi, Zehao Xiong, Cong Shen, Yahui Long
2023 J jnl
Torsion Graph Neural Networks.
CoRR
Cong Shen, Xiang Liu, Jiawei Luo, Kelin Xia
2022 J jnl
Multi-Relation Graph Embedding for Predicting miRNA-Target Gene Interactions by Integrating Gene Sequence Information.
IEEE J. Biomed. Health Informatics
Jiawei Luo, Wenjue Ouyang, Cong Shen, Jie Cai
2022 — conf
scSAGAN: A scRNA-seq data imputation method based on Semi-Supervised Learning and Probabilistic Latent Semantic Analysis.
BIBM
Zehao Xiong, Xiangtao Chen, Jiawei Luo, Cong Shen, Zhongyuan Xu
2021 — conf
Graph Attention Mechanism-based Deep Tensor Factorization for Predicting disease-associated miRNA-miRNA pairs.
BIBM
Jiawei Luo, Zihan Lai, Cong Shen, Pei Liu, Heyuan Shi
2021 J jnl
IDDkin: network-based influence deep diffusion model for enhancing prediction of kinase inhibitors.
Bioinform.
Cong Shen, Jiawei Luo, Wenjue Ouyang, Pingjian Ding, Xiangtao Chen
2021 J jnl
Incorporating Clinical, Chemical and Biological Information for Predicting Small Molecule-microRNA Associations Based on Non-Negative Matrix Factorization.
IEEE ACM Trans. Comput. Biol. Bioinform.
Jiawei Luo, Cong Shen, Zihan Lai, Jie Cai, Pingjian Ding
2021 J jnl
Multi-view Multichannel Attention Graph Convolutional Network for miRNA-disease association prediction.
Briefings Bioinform.
Xinru Tang, Jiawei Luo, Cong Shen, Zihan Lai
2020 — conf
A Graph Convolutional Matrix Completion Method for miRNA-Disease Association Prediction.
ICIC (2)
Wei Wang, Jiawei Luo, Cong Shen, Nguyen Hoang Tu
2020 J jnl
Identification of Small Molecule-miRNA Associations with Graph Regularization Techniques in Heterogeneous Networks.
J. Chem. Inf. Model.
Cong Shen, Jiawei Luo, Wenjue Ouyang, Pingjian Ding, Hao Wu
2020 J jnl
Incorporating Multisource Knowledge To Predict Drug Synergy Based on Graph Co-regularization.
J. Chem. Inf. Model.
Pingjian Ding, Cong Shen, Zihan Lai, Cheng Liang, Guanghui Li, Jiawei Luo
2020 J jnl
Multiview Joint Learning-Based Method for Identifying Small-Molecule-Associated MiRNAs by Integrating Pharmacological, Genomics, and Network Knowledge.
J. Chem. Inf. Model.
Cong Shen, Jiawei Luo, Zihan Lai, Pingjian Ding
2018 — conf
A Kind of Agricultural Content Networking Information Fusion Method Based on Ontology.
ICCCS (4)
Donghui Li, Cong Shen, Xiaopeng Dai, Haiwen Chen