Peifu Han

According to our database, Peifu Han authored at least 14 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Alphappimi: a comprehensive deep learning framework for predicting PPI-modulator interactions.

Dayan Liu, Tao Song, Shuang Wang, Xue Li, Peifu Han, Jianxin Wang, Shudong Wang

J. Cheminformatics, December, 2025

TGF-M: Topology-augmented geometric features enhance molecular property prediction.

Wei He, Xu Tian, Xue Li, Peifu Han, Shuang Wang, Lin Liu, Tao Song

PLoS Comput. Biol., 2025

DGSS: A Dynamic Interaction Graph Neural Network with Specific Substructure Awareness for Drug Synergy Prediction.

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

J. Chem. Inf. Model., 2025

Multi-scale low-frequency enhanced spectral neural operator for reducing low-frequency error in partial differential equations solving.

Fengrui Jing, Chuchu Zhai, Peizhi Zhao, Xue Li, Peifu Han, Hongzhen Ding, Yunlong Dong, Long Hao, Xu Tian, Tao Song

Eng. Appl. Artif. Intell., 2025

MVSO-PPIS: a structured objective learning model for protein-protein interaction sites prediction via multi-view graph information integration.

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

Bioinform., 2025

2024

Dataset used in NDKG.

Peifu Han

Dataset, June, 2024

KGM4DTI: A Depression Knowledge Graph-Driven Multi-semantic Multi-view Computational Framework for Drug-Target Interaction Prediction.

Xu Tian, Peifu Han, Xue Li, Hongzhen Ding, Wei He, Fengrui Jing, Shuang Wang, Xun Wang, Tao Song

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2024

Semi-Template Retrosynthesis Prediction with 3D Spatial Structures and Reaction Center Disconnection Rules.

Xin Li, Zishuai Wei, Shuang Wang, Peifu Han, Xue Li, Tao Song

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2024

Logical Rules Enhanced Multimodal Reasoning Based on Biomedical Knowledge Graph.

Peifu Han, Tao Song, Jianmin Wang

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2024

2023

Case Element Joint Extraction Based on Case Field Correlation and Dependency Graph Convolutional Network.

Yu Zhang, Shengxiang Gao, Zhengtao Yu, Chengding Zhao, Peilian Zhao, Peifu Han

Neural Process. Lett., October, 2023

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

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

Comput. Biol. Medicine, May, 2023

MARPPI: boosting prediction of protein-protein interactions with multi-scale architecture residual network.

Xue Li, Peifu Han, Wenqi Chen, Changnan Gao, Shuang Wang, Tao Song, Muyuan Niu, Alfonso Rodríguez-Patón

Briefings Bioinform., January, 2023

2022

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

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

J. Chem. Inf. Model., 2022

Construction method of knowledge graph under machine learning.

Peifu Han, Junjun Guo, Hua Lai, Qianli Song

Int. J. Grid Util. Comput., 2022