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Lei Deng

central south university

39H-index
217Paper Count
6.1KCitation Count
Published Papers 94
Publication Date
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HHGSynergy: An Adaptive Heterogeneous Hypergraph Representation Learning Method for Anticancer Drug Synergy Prediction
errIEEE Transactions on Computational Biology and Bioinformatics
IF0
err2025-12-25
err0
PREAI
errJinmiao Song; Yang Meng; Lei Deng; Qimeng Yang; Qiguo Dai; Shengwei Tian
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errSave
MolCL-SP: a multimodal contrastive learning framework with non-overlapping substructure perturbations for molecular property prediction
errBIOINFORMATICS
IF5.4
err2025-10-01
err0
PREAI
errLuo, Yue; Deng, Lei
errShare
errSave
Partner-RBR: Predicting Multitype RNA-Binding Residues Based on Mutual Learning
errJournal of Chemical Information and Modeling
IF5.3
err2025-09-16
err0
PREAI
errZhijian Huang; Yihan Dong; Wenjuan Nie; Hang Chen; Qahtan Adnan ALJANABI; Lei Deng
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errSave
SeekTP: identifying multifunctional therapeutic peptides via graph attention and deep property integration
errBRIEFINGS IN BIOINFORMATICS
IF7.7
err2025-09-01
err0
PREAI
errZhong, Guolun; Deng, Lei
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errSave
MVRBind: multi-view learning for RNA-small molecule binding site prediction
errBRIEFINGS IN BIOINFORMATICS
IF7.7
err2025-09-01
err1
errOAAI
errChen, Song; Huang, Zhijian; Wang, Yucheng; Li, Yahan; Tan, Yaw Sing; Deng, Lei; Wu, Min
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errSave
Precise prediction of hotspot residues in protein-RNA complexes using graph attention networks and pretrained protein language models
errBIOINFORMATICS
IF5.4
err2025-07-01
err0
errOAAI
errShen, Siyuan; Chen, Jie; Huang, Zhijian; Zhang, Yuanpeng; Fan, Ziyu; Kong, Yuting; Deng, Lei
errShare
errSave
Protein structural domain-disease association prediction based on heterogeneous networks
errBMC GENOMICS
IF3.7
err2025-04-10
err0
errOAAI
errZhang, Jingpu; Deng, Lianping; Deng, Lei
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errSave
GEP-DNN4Mol: automatic chemical molecular design based on deep neural networks and gene expression programming
errHEALTH INFORMATION SCIENCE AND SYSTEMS
IF3.4
err2025-03-24
err0
PREAI
errWen Zheng; Zhongji Li; Yuanyuan Chen; Wenjia Liao; Lei Deng; Hao Zhang; Yanmei Lin; Yuzhong Peng
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errSave
DeepMVD: A Novel Multiview Dynamic Feature Fusion Model for Accurate Protein Function Prediction
errJOURNAL OF CHEMICAL INFORMATION AND MODELING
IF5.3
err2025-03-01
err0
PREAI
errSong, Chaolin; He, Shiwen; Qian, Yurong; Li, Xinhui; Hu, Yue; Chen, Jiaying; Wang, Jingfu; Deng, Lei
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errSave
A Brief Review of Aptamer-Based Biosensors in Recent Years
errBIOSENSORS-BASEL
IF5.6
err2025-02-18
err0
errOAAI
errWang, Wenjing; He, Yumin; He, Suxiang; Deng, Lei; Wang, Hui; Cao, Zhong; Feng, Zemeng; Xiong, Benhai; Yin, Yulong
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errSave
HCoVDB: a comprehensive database encompassing viral genomes, drug targets, and therapeutics of human coronaviruses
errDATABASE-THE JOURNAL OF BIOLOGICAL DATABASES AND CURATION
IF3.6
err2025-01-01
err0
errOAAI
errZhang, Pan; Ouyang, Tianxiang; Hu, Xiaowen; Huang, Jie; Xiao, Biao; Huang, Zhijian; Shi, Xingyang; Wu, Xinyi; Chen, Linying; Wu, Yongkang; Wang, Hanyue; Zhang, Ying; Li, Guangdi; Liu, Hui; Deng, Lei
errShare
errSave
Development of photoelectrochemical immunosensor based on halide perovskite protected by organometallic compounds for determining interleukin-17A (IL-17A)
errMICROCHIMICA ACTA
IF5.3
err2024-10-14
err0
PREAI
errLi, Xiaoqing; Huang, Feng; Bao, Chengqi; Shao, Rong; Deng, Lei; Yang, Minghui
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errSave
Signal amplification strategies in photoelectrochemical sensing of carcinoembryonic antigen
errBIOSENSORS & BIOELECTRONICS
IF10.5
err2024-10-01
err5
PREAI
errBao, Chengqi; Deng, Lei; Huang, Feng; Yang, Minghui; Li, Xiaoqing
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errSave
DeepFusionCDR: Employing Multi-Omics Integration and Molecule-Specific Transformers for Enhanced Prediction of Cancer Drug Responses
errIEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS
IF6.8
err2024-10-01
err0
PREAI
errHu, Xiaowen; Zhang, Pan; Zhang, Jiaxuan; Deng, Lei
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errSave
Exploring ncRNA-Drug Sensitivity Associations via Graph Contrastive Learning
errIEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS
IF3.4
err2024-09-01
err0
PREAI
errHu, Xiaowen; Jiang, Ying; Deng, Lei
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errSave
ncRNA Coding Potential Prediction Using BiLSTM and Transformer Encoder-Based Model
errJOURNAL OF CHEMICAL INFORMATION AND MODELING
IF5.3
err2024-08-09
err2
PREAI
errZhang, Jingpu; Lu, Hao; Jiang, Ying; Ma, Yuanyuan; Deng, Lei
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errSave
Tab-Cox: An Interpretable Deep Survival Analysis Model for Patients With Nasopharyngeal Carcinoma Based on TabNet
errIEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS
IF6.8
err2024-08-01
err0
PREAI
errQi, Huamei; Hu, Yuxuan; Fan, Ruohao; Deng, Lei
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errSave
Ensemble Machine Learning and Predicted Properties Promote Antimicrobial Peptide Identification
errINTERDISCIPLINARY SCIENCES-COMPUTATIONAL LIFE SCIENCES
IF3.9
err2024-07-07
err2
PREAI
errZhong, Guolun; Liu, Hui; Deng, Lei
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errSave
MvMRL: a multi-view molecular representation learning method for molecular property prediction
errBRIEFINGS IN BIOINFORMATICS
IF7.7
err2024-06-26
err1
errOAAI
errZhang, Ru; Lin, Yanmei; Wu, Yijia; Deng, Lei; Zhang, Hao; Liao, Mingzhi; Peng, Yuzhong
errShare
errSave
DPMGCDA: Deciphering circRNA-Drug Sensitivity Associations with Dual Perspective Learning and Path-Masked Graph Autoencoder
errJOURNAL OF CHEMICAL INFORMATION AND MODELING
IF5.3
err2024-05-15
err1
PREAI
errLuo, Yue; Deng, Lei
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errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
M
Matthias Mann
H-index: 250 · Papers: 1.4K
B
Barry Honig
H-index: 120 · Papers: 471
Y
Yulong Yin
H-index: 105 · Papers: 1.2K
张亚平 cover
张亚平 (Ya‐Ping Zhang)
H-index: 85 · Papers: 851
Y
Ying Zhang
H-index: 65 · Papers: 940
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