Xiangpeng Bi - Publications, H-index & Citations

Xiangpeng Bi

Ocean University of China

6H指数

24论文数

198被引数

收录论文 14

发表时间

Microenvironment-aware adversarial refinement with semantic coupling for predicting mutational effects on protein–protein interactions 基于语义耦合的微环境感知对抗性精炼方法，用于预测突变对蛋白质-蛋白质相互作用的影响

Pattern Recognition

IF7.6

2026-09-24

PREAI

Huasen Jiang; Xiangpeng Bi; Wenjian Ma; Xiaoyu Huang; Jie Nie; Zhiqiang Wei; Shugang Zhang

Artificial intelligence-enabled multi-scale virtual cell: perspective, challenges, and opportunities 人工智能赋能的多尺度虚拟细胞：视角、挑战与机遇

Briefings in Bioinformatics

IF7.7

2026-03-08

OAAI

Huasen Jiang; Xiaoyu Huang; Xiangpeng Bi; Wenjian Ma; Haibo Ni; Zhiqiang Wei; Pin Sun; Henggui Zhang; Shugang Zhang

LightDTA: lightweight drug-target affinity prediction via random-walk network embedding and knowledge distillation LightDTA: 基于随机游走网络嵌入和知识蒸馏的轻量级药物-靶点亲和力预测

Molecular Diversity

IF3.8

2026-01-07

PREAI

Xiaoyu Huang; Xiangpeng Bi; Nianwen Xing; Wenjian Ma; Huasen Jiang; Qing Cai; Weigang Lu; Fei Yang; Zhiqiang Wei; Shugang Zhang

Subgraph-focused biomedical knowledge embedding with bi-semantic encoder for multi-type drug-drug interaction prediction 基于双语义编码器的子图聚焦生物医学知识嵌入，用于多类型药物-药物相互作用预测

Information Fusion

IF15.5

2025-12-31

PREAI

Xiangpeng Bi; Wenjian Ma; Huasen Jiang; Qing Cai; Jie Nie; Zhiqiang Wei; Shugang Zhang

Protein interaction pattern recognition using heterogeneous semantics mining and hierarchical graph representation 基于异构语义挖掘和层次化图表示的蛋白质互作模式识别

Pattern Recognition

IF7.6

2025-10-08

PREAI

Xiangpeng Bi; Wenjian Ma; Huasen Jiang; Weigang Lu; Jie Nie; Zhiqiang Wei; Shugang Zhang

SSPPI: Cross-Modality Enhanced Protein–Protein Interaction Prediction From Sequence and Structure Perspectives SSPPI：基于序列和结构视角的跨模态增强蛋白质-蛋白质相互作用预测

IEEE Transactions on Neural Networks and Learning Systems

IF8.9

2025-08-28

PREAI

Xiangpeng Bi; Wenjian Ma; Huasen Jiang; Weigang Lu; Zhiqiang Wei; Shugang Zhang

Annotating protein functions via fusing multiple biological modalities

COMMUNICATIONS BIOLOGY

IF5.1

2024-12-27

OAAI

Ma, Wenjian; Bi, Xiangpeng; Jiang, Huasen; Wei, Zhiqiang; Zhang, Shugang

CollaPPI: A Collaborative Learning Framework for Predicting Protein-Protein Interactions CollaPPI: 预测蛋白质-蛋白质相互作用的协作学习框架

IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS

IF6.8

2024-05-01

PREAI

Ma, Wenjian; Bi, Xiangpeng; Jiang, Huasen; Zhang, Shugang; Wei, Zhiqiang

Predicting Drug-Target Affinity by Learning Protein Knowledge From Biological Networks 通过从生物网络中学习蛋白质知识来预测药物靶标亲和力

IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS

IF6.8

2023-04-01

PREAI

Ma, Wenjian; Zhang, Shugang; Li, Zhen; Jiang, Mingjian; Wang, Shuang; Guo, Nianfan; Li, Yuanfei; Bi, Xiangpeng; Jiang, Huasen; Wei, Zhiqiang

In silico??????? assessment of pharmacotherapy for carbon monoxide induced arrhythmias in healthy and failing human hearts

FRONTIERS IN PHYSIOLOGY

IF3.4

2022-11-16

OAAI

Jiang, Huasen; Zhang, Shugang; Lu, Weigang; Yang, Fei; Bi, Xiangpeng; Ma, Wenjian; Wei, Zhiqiang

Enhancing Protein Function Prediction Performance by Utilizing AlphaFold-Predicted Protein Structures

JOURNAL OF CHEMICAL INFORMATION AND MODELING

IF5.3

2022-08-25

PREAI

Ma, Wenjian; Zhang, Shugang; Li, Zhen; Jiang, Mingjian; Wang, Shuang; Lu, Weigang; Bi, Xiangpeng; Jiang, Huasen; Zhang, Henggui; Wei, Zhiqiang

Mechanistic Insights Into Inflammation-Induced Arrhythmias: A Simulation Study

FRONTIERS IN PHYSIOLOGY

IF3.4

2022-05-30

OAAI

Bi, Xiangpeng; Zhang, Shugang; Jiang, Huasen; Ma, Wenjian; Li, Yuanfei; Lu, Weigang; Yang, Fei; Wei, Zhiqiang

Proarrhythmic effects of carbon monoxide in human ventricular tissue: insights from computational modeling

COMPUTERS IN BIOLOGY AND MEDICINE

IF6.3

2022-01-01

PREAI

Jiang, Huasen; Zhang, Shugang; Bi, Xiangpeng; Ma, Wenjian; Wei, Zhiqiang

A Multi-Scale Computational Model for the Rat Ventricle: Construction, Parallelization, and Applications

COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

IF4.8

2021-09-01

PREAI

Bi, Xiangpeng; Zhang, Shugang; Jiang, Huasen; Wei, Zhiqiang

研究方向