Publications by authors named "Lun Hu"

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DeepHIV: A Sequence-Based Deep Learning Model for Predicting HIV-1 Protease Cleavage Sites.
Dongxu Li, Zhenfeng Li, Bowei Zhao, Xiaorui Su, Guodong Li, Lun Hu

IEEE Trans Comput Biol Bioinform· December 2025

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Leveraging 3D Molecular Spatial Visual Information and Multi-Perspective Representations for Drug Discovery.
Zimai Zhang, Xi Zhou, Yujie Qi, Xiaobo Zhu, Xun Deng, Yuan Huang, Lun Hu, Zhuhong You, Pengwei Hu

Adv Sci (Weinh)· October 2025

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E-commerce adoption and farmers' pesticide reduction behavior: implications for food system security.
Hailan Qiu, Wenyi Tang, Hanyun Deng, Lun Hu, Jiawei Wang

Front Nutr· October 2025

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Multi-view Contrastive Learning for Drug-Drug Interaction Event Prediction.
Dongxu Li, Feifan Zhao, Yue Yang, Ziwen Cui, Pengwei Hu, Lun Hu

IEEE J Biomed Health Inform· August 2025

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Toward Multilabel Classification for Multiple Disease Prediction Using Gut Microbiota Profiles.
Zhi-An Huang, Pengwei Hu, Lun Hu, Zhu-Hong You, Kay Chen Tan, Yu-An Huang

IEEE Trans Neural Netw Learn Syst· July 2025

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LLM-DDI: Leveraging Large Language Models for Drug-Drug Interaction Prediction on Biomedical Knowledge Graph.
Dongxu Li, Yue Yang, Ziwen Cui, Hengchuang Yin, Pengwei Hu, Lun Hu

IEEE J Biomed Health Inform· July 2025

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Interpretability-guided RNA N-methyladenosine modification site prediction with invertible neural networks.
Guodong Li, Xiaorui Su, Yue Yang, Dongxu Li, Ziwen Cui, Pengwei Hu, Lun Hu

Commun Biol· July 2025

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Impact of coal-to-gas transition on individual welfare considering the inverted U-shaped regulation effect of natural gas pipeline accessibility.
Shi Jiankui, Xia Yingge, Hu Lun, Zhou Hui, Ma Jiliang, Hu Xiangdong

Sci Rep· July 2025

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Identifying novel therapeutic targets of natural compounds in traditional Chinese medicine herbs with hypergraph representation learning.
Yantong Qiao, Lun Hu, Jun Zhang, Pengwei Hu, Xin Luo

Brief Bioinform· July 2025

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Graph-Based Prediction of miRNA-Drug Associations with Multisource Information and Metapath Enhancement Matrices.
Ming-Yang Wu, Peng-Wei Hu, Zhu-Hong You, Jun Zhang, Lun Hu

IEEE J Biomed Health Inform· April 2025

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Knowledge Graph Neural Network With Spatial-Aware Capsule for Drug-Drug Interaction Prediction.
Xiaorui Su, Bowei Zhao, Guodong Li, Jun Zhang, Pengwei Hu, Zhuhong You, Lun Hu

IEEE J Biomed Health Inform· March 2025

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Capturing short-range and long-range dependencies of nucleotides for identifying RNA N6-methyladenosine modification sites.
Guodong Li, Bowei Zhao, Xiaorui Su, Yue Yang, Zhi Zeng, Pengwei Hu, Lun Hu

Comput Biol Med· March 2025

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Interpretable identification of cancer genes across biological networks via transformer-powered graph representation learning.
Xiaorui Su, Pengwei Hu, Dongxu Li, Bowei Zhao, Zhaomeng Niu, Lun Hu

Nat Biomed Eng· March 2025

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Consensus representation of multiple cell-cell graphs from gene signaling pathways for cell type annotation.
Yu-An Huang, Yue-Chao Li, Zhu-Hong You, Lun Hu, Peng-Wei Hu, Zhi-An Huang

BMC Biol· January 2025

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A heterogeneous information network learning model with neighborhood-level structural representation for predicting lncRNA-miRNA interactions.
Bo-Wei Zhao, Xiao-Rui Su, Yue Yang, Dong-Xu Li, Guo-Dong Li, Peng-Wei Hu, Lun Hu

Comput Struct Biotechnol J· December 2024

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scPriorGraph: constructing biosemantic cell-cell graphs with prior gene set selection for cell type identification from scRNA-seq data.
Xiyue Cao, Yu-An Huang, Zhu-Hong You, Xuequn Shang, Lun Hu, Peng-Wei Hu, Zhi-An Huang

Genome Biol· August 2024

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Motif-Aware miRNA-Disease Association Prediction via Hierarchical Attention Network.
Bo-Wei Zhao, Yi-Zhou He, Xiao-Rui Su, Yue Yang, Guo-Dong Li, Yu-An Huang, Peng-Wei Hu, Zhu-Hong You, Lun Hu

IEEE J Biomed Health Inform· July 2024

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The impact of farmers' participation in green cooperative production on green performance-A study based on the moderating effect of environmental regulation.
Zhenghua Zhang, Xiahui Wang, Xingchen Yi, Lun Hu

Sci Rep· July 2024

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DeepCMI: a graph-based model for accurate prediction of circRNA-miRNA interactions with multiple information.
Yue-Chao Li, Zhu-Hong You, Chang-Qing Yu, Lei Wang, Lun Hu, Peng-Wei Hu, Yu-An Huang

Brief Funct Genomics· May 2024

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Discovering Consensus Regions for Interpretable Identification of RNA N6-Methyladenosine Modification Sites via Graph Contrastive Clustering.
Guodong Li, Bowei Zhao, Xiaorui Su, Yue Yang, Pengwei Hu, Lun Hu

IEEE J Biomed Health Inform· April 2024

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Is there a stronger willingness to pay for photovoltaic power generation with high education in China?
Zhenghua Zhang, Lun Hu

PLoS One· April 2024

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Editorial: Computing and artificial intelligence in digital therapeutics.
Pengwei Hu, Lun Hu, Fei Wang, Jing Mei

Front Med (Lausanne)· January 2024

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Dual-channel hypergraph convolutional network for predicting herb-disease associations.
Lun Hu, Menglong Zhang, Pengwei Hu, Jun Zhang, Chao Niu

Brief Bioinform· January 2024

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Drug-disease association prediction using semantic graph and function similarity representation learning over heterogeneous information networks.
Bo-Wei Zhao, Xiao-Rui Su, Yue Yang, Dong-Xu Li, Guo-Dong Li, Peng-Wei Hu, Lun Hu

Methods· December 2023

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Biocaiv: an integrative webserver for motif-based clustering analysis and interactive visualization of biological networks.
Dong-Xu Li, Peng Zhou, Bo-Wei Zhao, Xiao-Rui Su, Guo-Dong Li, Peng-Wei Hu, Lun Hu

BMC Bioinformatics· November 2023

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