Lihong Peng

34 papers A* 1B 1Journal 27Unranked 5
YearRankTypeTitle / Venue / Authors
2025 J jnl
BINDTI: A Bi-Directional Intention Network for Drug-Target Interaction Identification Based on Attention Mechanisms.
IEEE J. Biomed. Health Informatics
Lihong Peng, Xin Liu, Long Yang, Longlong Liu, Zongzheng Bai, Min Chen, Xu Lu, Libo Nie
2025 J jnl
CELLetter: leveraging large language model and dual-stream network to identify context-specific ligand-receptor interactions for cell-cell communication analysis.
Briefings Bioinform.
Wei Wu, Junfeng Huang, Yan Jiang, Libo Nie, Lihong Peng
2025 J jnl
DO-GMA: An End-to-End Drug-Target Interaction Identification Framework with a Depthwise Overparameterized Convolutional Network and the Gated Multihead Attention Mechanism.
J. Chem. Inf. Model.
Lihong Peng, Jiale Mao, Guohua Huang, Guosheng Han, Xin Liu, Wen Liao, Geng Tian, Jialiang Yang
2025 J jnl
DTI-MvSCA: An Anti-Over-Smoothing Multi-View Framework With Negative Sample Selection for Predicting Drug-Target Interactions.
IEEE J. Biomed. Health Informatics
Lihong Peng, Zongzheng Bai, Longlong Liu, Long Yang, Xin Liu, Min Chen, Xing Chen
2025 J jnl
PRDAGE: a prescription recommendation framework for traditional Chinese medicine based on data augmentation and multi-graph embedding.
PeerJ Comput. Sci.
Zhihua Wen, Yunchun Dong, Lihong Peng, Longxin Zhang, Junfeng Yan
2025 J jnl
Predicting cell-cell communication by combining heterogeneous ensemble deep learning and weighted geometric mean.
Appl. Soft Comput.
Lihong Peng, Longlong Liu, Liangliang Huang, Zongzheng Bai, Min Chen, Xing Chen
2025 J jnl
Prediction of Ligand-Receptor Interactions Based on CatBoost and Deep Forest and Their Application in Cell-Cell Communication Analysis.
J. Chem. Inf. Model.
Wei Wu, Zhao Wang, Longlong Liu, Junfeng Huang, Haifan Qiu, Lihong Peng, Libo Nie
2025 J jnl
SGcCA: Deciphering Drug-Target Interactions through an End-to-End Model with Spatial and Channel Reconstruction Convolution and Cross-Efficient-Additive Attention.
J. Chem. Inf. Model.
Lihong Peng, Wen Liao, Zejun Li, Xin Liu, Jiale Mao, Buqing Cao
2024 J jnl
CellDialog: A Computational Framework for Ligand-Receptor-Mediated Cell-Cell Communication Analysis.
IEEE J. Biomed. Health Informatics
Lihong Peng, Wei Xiong, Chendi Han, Zejun Li, Xing Chen
2024 J jnl
Identifying potential ligand-receptor interactions based on gradient boosted neural network and interpretable boosting machine for intercellular communication analysis.
Comput. Biol. Medicine
Lihong Peng, Pengfei Gao, Wei Xiong, Zejun Li, Xing Chen
2024 J jnl
LDA-VGHB: identifying potential lncRNA-disease associations with singular value decomposition, variational graph auto-encoder and heterogeneous Newton boosting machine.
Briefings Bioinform.
Lihong Peng, Liangliang Huang, Qiongli Su, Geng Tian, Min Chen, Guosheng Han
2024 J jnl
MGNDTI: A Drug-Target Interaction Prediction Framework Based on Multimodal Representation Learning and the Gating Mechanism.
J. Chem. Inf. Model.
Lihong Peng, Xin Liu, Min Chen, Wen Liao, Jiale Mao, Liqian Zhou
2024 J jnl
Multi-Level fusion graph neural network: Application to PET and CT imaging for risk stratification of head and neck cancer.
Biomed. Signal Process. Control.
Junyi Peng, Lihong Peng, Zidong Zhou, Xu Han, Hui Xu, Lijun Lu, Wenbing Lv
2023 J jnl
Deciphering ligand-receptor-mediated intercellular communication based on ensemble deep learning and the joint scoring strategy from single-cell transcriptomic data.
Comput. Biol. Medicine
Lihong Peng, Jingwei Tan, Wei Xiong, Li Zhang, Zhao Wang, Ruya Yuan, Zejun Li, Xing Chen
2023 J jnl
Functional-structural sub-region graph convolutional network (FSGCN): Application to the prognosis of head and neck cancer with PET/CT imaging.
Comput. Methods Programs Biomed.
Wenbing Lv, Zidong Zhou, Junyi Peng, Lihong Peng, Guoyu Lin, Huiqin Wu, Hui Xu, Lijun Lu
2023 J jnl
STGNNks: Identifying cell types in spatial transcriptomics data based on graph neural network, denoising auto-encoder, and k-sums clustering.
Comput. Biol. Medicine
Lihong Peng, Xianzhi He, Xinhuai Peng, Zejun Li, Li Zhang
2022 — conf
A deep learning-based unsupervised learning method for spatially resolved transcriptomic data analysist.
BIBM
Lihong Peng, Xianzhi He, Li Zhang, Xinhuai Peng, Yuankang Lu, Zejun Li, Xing Chen
2022 — conf
Analyses of cell-to-cell communication combining a heterogeneous deep ensemble framework and scoring approaches from single-cell RNA sequencing data.
BIBM
Lihong Peng, Ruya Yuan, Chendi Han, Jingwei Tan, Zhao Wang, Min Chen, Xing Chen
2022 J jnl
Cell-cell communication inference and analysis in the tumour microenvironments from single-cell transcriptomics: data resources and computational strategies.
Briefings Bioinform.
Lihong Peng, Feixiang Wang, Zhao Wang, Jingwei Tan, Li Huang, Xiongfei Tian, Guangyi Liu, Liqian Zhou
2022 J jnl
Finding lncRNA-Protein Interactions Based on Deep Learning With Dual-Net Neural Architecture.
IEEE ACM Trans. Comput. Biol. Bioinform.
Lihong Peng, Chang Wang, Xiongfei Tian, Liqian Zhou, Keqin Li
2022 — conf
Identifying possible lncRNA-disease associations based on deep learning and positive-unlabeled learning.
BIBM
Lihong Peng, Liangliang Huang, Yuankang Lu, Guangyi Liu, Min Chen, Guosheng Han
2022 J jnl
VDA-RWLRLS: An anti-SARS-CoV-2 drug prioritizing framework combining an unbalanced bi-random walk and Laplacian regularized least squares.
Comput. Biol. Medicine
Ling Shen, Fuxing Liu, Li Huang, Guangyi Liu, Liqian Zhou, Lihong Peng
2021 J jnl
Dynamic PET Image Denoising Using Deep Image Prior Combined With Regularization by Denoising.
IEEE Access
Hao Sun, Lihong Peng, Hongyan Zhang, Yuru He, Shuangliang Cao, Lijun Lu
2021 J jnl
LPI-EnEDT: an ensemble framework with extra tree and decision tree classifiers for imbalanced lncRNA-protein interaction data classification.
BioData Min.
Lihong Peng, Ruya Yuan, Ling Shen, Pengfei Gao, Liqian Zhou
2021 J jnl
LPI-HyADBS: a hybrid framework for lncRNA-protein interaction prediction integrating feature selection and classification.
BMC Bioinform.
Liqian Zhou, Qi Duan, Xiongfei Tian, He Xu, Jianxin Tang, Lihong Peng
2021 J jnl
LPI-deepGBDT: a multiple-layer deep framework based on gradient boosting decision trees for lncRNA-protein interaction identification.
BMC Bioinform.
Liqian Zhou, Zhao Wang, Xiongfei Tian, Lihong Peng
2018 J jnl
Improved DNA-Binding Protein Identification by Incorporating Evolutionary Information Into the Chou's PseAAC.
IEEE Access
Xiangzheng Fu, Wen Zhu, Bo Liao, Lijun Cai, Lihong Peng, Jialiang Yang
2017 J jnl
Predicting Drug-Target Interactions With Multi-Information Fusion.
IEEE J. Biomed. Health Informatics
Lihong Peng, Bo Liao, Wen Zhu, Zejun Li, Keqin Li
2015 J jnl
On Efficient Feature Ranking Methods for High-Throughput Data Analysis.
IEEE ACM Trans. Comput. Biol. Bioinform.
Bo Liao, Yan Jiang, Wei Liang, Lihong Peng, Li Peng, Damien Hanyurwimfura, Zejun Li, Min Chen
2014 A* conf
Locality-Constrained Low-Rank Coding for Image Classification.
AAAI
Ziheng Jiang, Ping Guo, Lihong Peng
2011 B conf
Improving the Adaptiveness of FAST TCP Based on the Stability with Time-Delay.
TrustCom
Kefei Wang, Heying Zhang, Lihong Peng, Baohua Fan
2010 — conf
A network comparison algorithm for predicting the conservative interaction regions in protein-protein interaction network.
BIC-TA
Lihong Peng, Lipeng Liu, Shi Chen, Quanwei Sheng
2009 — conf
Stability of FAST TCP in Single-Link Multi-source Network.
CSIE (1)
Heying Zhang, Lihong Peng, Baohua Fan, Jie Jiang, Ying Zhang
2004 J jnl
An exploration of the uncertainty relation satisfied by BP network learning ability and generalization ability.
Sci. China Ser. F Inf. Sci.
Zuoyong Li, Lihong Peng