Personal information

Activities

Employment (1)

Hunan University of Technology: Zhuzhou, Hunan, CN

2018-03-01 to present (the school of computer science)
Employment
Source: Self-asserted source
Lihong Peng

Funding (2)

the Natural Science Foundation of China

Grant
National Natural Science Foundation of China (Changsha, CN)
GRANT_NUMBER:

61803151

Source: Self-asserted source
Lihong Peng

the Natural Science Foundation of Hunan province

Grant
Hunan natural science foundation office (Changsha city, Hunan, CN)
GRANT_NUMBER:

2018JJ3570

Source: Self-asserted source
Lihong Peng

Works (28)

DO-GMA: An End-to-End Drug–Target Interaction Identification Framework with a Depthwise Overparameterized Convolutional Network and the Gated Multihead Attention Mechanism

Journal of Chemical Information and Modeling
2025-02-10 | Journal article
Contributors: Lihong Peng; Jiale Mao; Guohua Huang; Guosheng Han; Xin Liu; Wen Liao; Geng Tian; Jialiang Yang
Source: check_circle
Crossref

DTI-MvSCA: An Anti-Over-Smoothing Multi-View Framework With Negative Sample Selection for Predicting Drug-Target Interactions

IEEE Journal of Biomedical and Health Informatics
2025-01 | Journal article
Contributors: Lihong Peng; Zongzheng Bai; Longlong Liu; Long Yang; Xin Liu; Min Chen; Xing Chen
Source: check_circle
Crossref

Unveiling patterns in spatial transcriptomics data: a novel approach utilizing graph attention autoencoder and multiscale deep subspace clustering network

GigaScience
2025-01-06 | Journal article
Contributors: Liqian Zhou; Xinhuai Peng; Min Chen; Xianzhi He; Geng Tian; Jialiang Yang; Lihong Peng
Source: check_circle
Crossref

BINDTI: A bi-directional Intention network for drug-target interaction identification based on attention mechanisms

IEEE Journal of Biomedical and Health Informatics
2024 | Journal article
Contributors: Lihong Peng; Xin Liu; Long Yang; Longlong Liu; Zongzheng Bai; Min Chen; Xu Lu; Libo Nie
Source: check_circle
Crossref

MGNDTI: A Drug-Target Interaction Prediction Framework Based on Multimodal Representation Learning and the Gating Mechanism

Journal of Chemical Information and Modeling
2024-08-26 | Journal article
Contributors: Lihong Peng; Xin Liu; Min Chen; Wen Liao; Jiale Mao; Liqian Zhou
Source: check_circle
Crossref

GEnDDn: An lncRNA–Disease Association Identification Framework Based on Dual-Net Neural Architecture and Deep Neural Network

Interdisciplinary Sciences: Computational Life Sciences
2024-06 | Journal article
Contributors: Lihong Peng; Mengnan Ren; Liangliang Huang; Min Chen
Source: check_circle
Crossref

SEnSCA: Identifying possible ligand‐receptor interactions and its application in cell–cell communication inference

Journal of Cellular and Molecular Medicine
2024-05 | Journal article
Contributors: Liqian Zhou; Xiwen Wang; Lihong Peng; Min Chen; Hong Wen
Source: check_circle
Crossref

Identifying potential ligand–receptor interactions based on gradient boosted neural network and interpretable boosting machine for intercellular communication analysis

Computers in Biology and Medicine
2024-03 | Journal article
Contributors: Lihong Peng; Pengfei Gao; Wei Xiong; Zejun Li; Xing Chen
Source: check_circle
Crossref

CellDialog: A Computational Framework for Ligand-Receptor-Mediated Cell-Cell Communication Analysis

IEEE Journal of Biomedical and Health Informatics
2024-01 | Journal article
Contributors: Lihong Peng; Wei Xiong; Chendi Han; Zejun Li; Xing Chen
Source: check_circle
Crossref

STGNNks: Identifying cell types in spatial transcriptomics data based on graph neural network, denoising auto-encoder, and k-sums clustering

Computers in Biology and Medicine
2023-11 | Journal article
Contributors: Lihong Peng; Xianzhi He; Xinhuai Peng; Zejun Li; Li Zhang
Source: check_circle
Crossref

LDA-VGHB: identifying potential lncRNA-disease associations with singular value decomposition, variational graph auto-encoder, and heterogeneous Newton boosting machine

2023-11-28 | Other
Contributors: Lihong Peng; Liangliang Huang; Qiongli Su; Geng Tian; Min Chen; Guosheng Han
Source: check_circle
Crossref

CellEnBoost: A Boosting-Based Ligand-Receptor Interaction Identification Model for Cell-to-Cell Communication Inference

IEEE Transactions on NanoBioscience
2023-10 | Journal article
Contributors: Lihong Peng; Ruya Yuan; Chendi Han; Guosheng Han; Jingwei Tan; Zhao Wang; Min Chen; Xing Chen
Source: check_circle
Crossref

Deciphering ligand–receptor-mediated intercellular communication based on ensemble deep learning and the joint scoring strategy from single-cell transcriptomic data

Computers in Biology and Medicine
2023-09 | Journal article
Contributors: Lihong Peng; Jingwei Tan; Wei Xiong; Li Zhang; Zhao Wang; Ruya Yuan; Zejun Li; Xing Chen
Source: check_circle
Crossref

Finding lncRNA-Protein Interactions Based on Deep Learning With Dual-Net Neural Architecture

IEEE/ACM Transactions on Computational Biology and Bioinformatics
2022-11-01 | Journal article
Contributors: Lihong Peng; Chang Wang; Xiongfei Tian; Liqian Zhou; Keqin Li
Source: check_circle
Crossref

EnANNDeep: An Ensemble-based lncRNA–protein Interaction Prediction Framework with Adaptive k-Nearest Neighbor Classifier and Deep Models

Interdisciplinary Sciences: Computational Life Sciences
2022-03 | Journal article
Contributors: Lihong Peng; Jingwei Tan; Xiongfei Tian; Liqian Zhou
Source: check_circle
Crossref

VDA-RWLRLS: An anti-SARS-CoV-2 drug prioritizing framework combining an unbalanced bi-random walk and Laplacian regularized least squares

Computers in Biology and Medicine
2022-01 | Journal article
Contributors: Ling Shen; Fuxing Liu; Li Huang; Guangyi Liu; Liqian Zhou; Lihong Peng
Source: check_circle
Crossref

Critical Review of Synthesis, Toxicology and Detection of Acyclovir

Molecules
2021-10-29 | Journal article
Contributors: Yan-Ping Wei; Liang-Yuan Yao; Yi-Yong Wu; Xia Liu; Li-Hong Peng; Ya-Ling Tian; Jian-Hua Ding; Kang-Hua Li; Quan-Guo He
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

A novel lncRNA–protein interaction prediction method based on deep forest with cascade forest structure

Scientific Reports
2021-09-23 | Journal article
Contributors: Xiongfei Tian; Ling Shen; Zhenwu Wang; Liqian Zhou; Lihong Peng
Source: check_circle
Crossref

LPI-EnEDT: An Ensemble Framework with Extra Tree and Decision Tree Classifiers for Imbalanced lncRNA-protein Interaction Data Classification

2021-05-05 | Preprint
Contributors: Lihong Peng; RuYa Yuan; Ling Shen; Pengfei Gao; Liqian Zhou
Source: check_circle
Crossref

Single-cell RNA-seq clustering: datasets, models, and algorithms

RNA Biology
2020-06-02 | Journal article
Contributors: Lihong Peng; Xiongfei Tian; Geng Tian; Junlin Xu; Xin Huang; Yanbin Weng; Jialiang Yang; Liqian Zhou
Source: check_circle
Crossref

Revealing Drug-Target Interactions with Computational Models and Algorithms

Molecules
2019-05 | Journal article | Author
Contributors: Liqian Zhou; Zejun Li; Jialiang Yang; Geng Tian; Fuxing Liu; Hong Wen; Li Peng; Min Chen; Ju Xiang; Lihong Peng
Source: check_circle
Multidisciplinary Digital Publishing Institute
grade
Preferred source (of 2)‎

A Network Comparison Method for Finding the Conservative Interaction Regions in Protein Interaction Network

Journal article
Source: Self-asserted source
Lihong Peng

HNMDA: heterogeneous network-based miRNA–disease association prediction

Journal article
Source: Self-asserted source
Lihong Peng

Human microbe-disease association prediction based on adaptive boosting

Journal article
Source: Self-asserted source
Lihong Peng

Negative-Aware and Rating-based Recommendation algorithm for MiRNA-Disease Association prediction

Journal article
Source: Self-asserted source
Lihong Peng

Predicting Drug-Target Interactions with Multi-information Fusion

Journal article
Source: Self-asserted source
Lihong Peng

Predicting Drug-Target Interactions with Neighbor Interaction Information and Discriminative Low-rank Representation

Journal article
Source: Self-asserted source
Lihong Peng

Screening drug-target interactions with positive-unlabeled learning

Journal article
Source: Self-asserted source
Lihong Peng

Peer review (31 reviews for 12 publications/grants)

Review activity for Biochimica et biophysica acta (2)
Review activity for Computational biology and chemistry. (2)
Review activity for Computers in biology and medicine. (2)
Review activity for GigaScience. (3)
Review activity for Heliyon. (1)
Review activity for Interdisciplinary sciences: computational life sciences. (5)
Review activity for iScience. (1)
Review activity for Journal of chemical information and modeling. (9)
Review activity for Journal of medicinal chemistry. (1)
Review activity for Methods. (3)
Review activity for Microbial pathogenesis. (1)
Review activity for Neural networks. (1)