Publications by authors named "Xiangpeng Bi"

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SSPPI: Cross-Modality Enhanced Protein-Protein Interaction Prediction From Sequence and Structure Perspectives.
Xiangpeng Bi, Wenjian Ma, Huasen Jiang, Weigang Lu, Zhiqiang Wei

IEEE Trans Neural Netw Learn Syst· January 2026

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LightDTA: lightweight drug-target affinity prediction via random-walk network embedding and knowledge distillation.
Xiaoyu Huang, Xiangpeng Bi, Nianwen Xing, Wenjian Ma, Huasen Jiang

Mol Divers· January 2026

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MHAN-DTA: A Multiscale Hybrid Attention Network for Drug-Target Affinity Prediction.
Jiaren Li, Xiangpeng Bi, Wenjian Ma, Huasen Jiang, Shanglong Liu

IEEE J Biomed Health Inform· November 2025

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Geometric Deep Learning for Protein-Ligand Affinity Prediction with Hybrid Message Passing Strategies.
Jiaren Li, Huasen Jiang, Wenjian Ma, Xiangpeng Bi, Rui Chen

IEEE J Biomed Health Inform· August 2025

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SuperEdgeGO: Edge-supervised graph representation learning for enhanced protein function prediction.
Shugang Zhang, Yuntong Li, Wenjian Ma, Qing Cai, Jing Qin, Xiangpeng Bi

PLoS Comput Biol· August 2025

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HiSIF-DTA: A Hierarchical Semantic Information Fusion Framework for Drug-Target Affinity Prediction.
Xiangpeng Bi, Shugang Zhang, Wenjian Ma, Huasen Jiang, Zhiqiang Wei

IEEE J Biomed Health Inform· March 2025

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Annotating protein functions via fusing multiple biological modalities.
Wenjian Ma, Xiangpeng Bi, Huasen Jiang, Zhiqiang Wei, Shugang Zhang

Commun Biol· December 2024

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CollaPPI: A Collaborative Learning Framework for Predicting Protein-Protein Interactions.
Wenjian Ma, Xiangpeng Bi, Huasen Jiang, Shugang Zhang, Zhiqiang Wei

IEEE J Biomed Health Inform· May 2024

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Predicting Drug-Target Affinity by Learning Protein Knowledge From Biological Networks.
Wenjian Ma, Shugang Zhang, Zhen Li, Mingjian Jiang, Shuang Wang, Xiangpeng Bi

IEEE J Biomed Health Inform· April 2023

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assessment of pharmacotherapy for carbon monoxide induced arrhythmias in healthy and failing human hearts.
Huasen Jiang, Shugang Zhang, Weigang Lu, Fei Yang, Xiangpeng Bi

Front Physiol· November 2022

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Enhancing Protein Function Prediction Performance by Utilizing AlphaFold-Predicted Protein Structures.
Wenjian Ma, Shugang Zhang, Zhen Li, Mingjian Jiang, Shuang Wang, Xiangpeng Bi

J Chem Inf Model· September 2022

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Mechanistic Insights Into Inflammation-Induced Arrhythmias: A Simulation Study.
Xiangpeng Bi, Shugang Zhang, Huasen Jiang, Wenjian Ma, Yuanfei Li

Front Physiol· May 2022

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Proarrhythmic effects of carbon monoxide in human ventricular tissue: insights from computational modeling.
Huasen Jiang, Shugang Zhang, Xiangpeng Bi, Wenjian Ma, Zhiqiang Wei

Comput Biol Med· January 2022

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A Multi-Scale Computational Model for the Rat Ventricle: Construction, Parallelization, and Applications.
Xiangpeng Bi, Shugang Zhang, Huasen Jiang, Zhiqiang Wei

Comput Methods Programs Biomed· September 2021

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