Peifu Han - Publications, H-index & Citations

Peifu Han

kunming university of science and technology

12H指数

37论文数

395被引数

收录论文 13

发表时间

SynTME: A tumor microenvironment-aware, pharmacology-inspired multi-stage framework for drug synergy prediction SynTME：一种肿瘤微环境感知、药理学启发的多阶段药物协同作用预测框架

Computer Methods and Programs in Biomedicine

IF4.8

2026-07-01

PREAI

Song Gao; Peifu Han; Wei He; Jingyang Ge; Wenxu Li; Guoliang Chen; Zilin Liu; Shuang Wang; Tao Song; Na Kang

PTPPI: A Study on Protein Inhibitor Prediction Methods Using Multimodal Feature Fusion and Attention Mechanism PTPPI：基于多模态特征融合与注意力机制研究蛋白质抑制剂预测方法

IEEE Transactions on Computational Biology and Bioinformatics

IF0

2026-05-01

PREAI

Zhaoyang Dong; Peifu Han; Xue Li; Shuang Wang; Lin Liu; Tao Song

Mitigating dataset imbalance in molecular maximum absorption wavelength prediction via self-supervised learning and scaffold diversification 通过自监督学习和骨架多样化缓解分子最大吸收波长预测中的数据集不平衡

Dyes and Pigments

IF4.2

2025-09-26

PREAI

Yong Wang; Peifu Han; Xue Li; Shuang Wang; Xun Wang; Tao Song

DGSS: A Dynamic Interaction Graph Neural Network with Specific Substructure Awareness for Drug Synergy Prediction DGSS：一种具有特定子结构感知能力的动态交互图神经网络，用于药物协同作用预测

Journal of Chemical Information and Modeling

IF5.3

2025-09-16

PREAI

Jingyang Ge; Peifu Han; Ruiqi Xu; Shuang Wang; Mao Li; Tao Song

MVSO-PPIS: a structured objective learning model for protein-protein interaction sites prediction via multi-view graph information integration MVSO-PPIS：一种通过多视图图信息集成进行蛋白质-蛋白质相互作用位点预测的结构化目标学习模型

BIOINFORMATICS

IF5.4

2025-09-01

OAAI

Wang, Shuang; Ma, Tianle; Dong, Kaiyu; Han, Peifu; Li, Xue; Ma, Junteng; Li, Mao; Song, Tao

Alphappimi: a comprehensive deep learning framework for predicting PPI-modulator interactions Alphappimi：一种用于预测PPI-调节剂相互作用的综合深度学习框架

Journal of Cheminformatics

IF5.7

2025-08-30

OAAI

Dayan Liu; Tao Song; Shuang Wang; Xue Li; Peifu Han; Jianmin Wang; Shudong Wang

TGF-M: Topology-augmented geometric features enhance molecular property prediction TGF-M：拓扑增强的几何特征提升分子性质预测

plos biology

IF3.6

2025-04-22

OAAI

He, Wei; Tian, Xu; Li, Xue; Han, Peifu; Wang, Shuang

QuantumTox: Utilizing quantum chemistry with ensemble learning for molecular toxicity prediction

COMPUTERS IN BIOLOGY AND MEDICINE

IF6.3

2023-05-01

PREAI

Wang, Xun; Wang, Lulu; Wang, Shuang; Ren, Yongqi; Chen, Wenqi; Li, Xue; Han, Peifu; Song, Tao

DNMG: Deep molecular generative model by fusion of 3D information for de novo drug design DNMG: 用于从头药物设计的3D信息融合的深层分子生成模型

METHODS

IF4.3

2023-03-01

OAAI

Song, Tao; Ren, Yongqi; Wang, Shuang; Han, Peifu; Wang, Lulu; Li, Xue; Rodriguez-Paton, Alfonso

MARPPI: boosting prediction of protein-protein interactions with multi-scale architecture residual network MARPPI: 基于多尺度结构残差网络的蛋白质相互作用的boosting预测

BRIEFINGS IN BIOINFORMATICS

IF7.7

2022-12-11

PREAI

Li, Xue; Han, Peifu; Chen, Wenqi; Gao, Changnan; Wang, Shuang; Song, Tao; Niu, Muyuan; Rodriguez-Paton, Alfonso

RGN: Residue-Based Graph Attention and Convolutional Network for Protein-Protein Interaction Site Prediction

JOURNAL OF CHEMICAL INFORMATION AND MODELING

IF5.3

2022-11-18

PREAI

Wang, Shuang; Chen, Wenqi; Han, Peifu; Li, Xue; Song, Tao

DCSE:Double-Channel-Siamese-Ensemble model for protein protein interaction prediction

BMC GENOMICS

IF3.7

2022-08-04

OAAI

Chen, Wenqi; Wang, Shuang; Song, Tao; Li, Xue; Han, Peifu; Gao, Changnan

SDNN-PPI: self-attention with deep neural network effect on protein-protein interaction prediction Sdnn-ppi: 自注意与深度神经网络对蛋白质相互作用预测的影响

BMC GENOMICS

IF3.7

2022-06-27

OAAI

Li, Xue; Han, Peifu; Wang, Gan; Chen, Wenqi; Wang, Shuang; Song, Tao

研究方向