Peifu Han

18 papers Journal 12Unranked 6
YearRankTypeTitle / Venue / Authors
2025 — conf
Adversarial Invariant Representation Learning for Out-of-Distribution Generalization in Molecules.
BIBM
Ze Zhang, Peifu Han, Shuang Wang, Yaoxiang Zhang, Junteng Ma, Tao Song
2025 J jnl
Alphappimi: a comprehensive deep learning framework for predicting PPI-modulator interactions.
J. Cheminformatics
Dayan Liu, Tao Song, Shuang Wang, Xue Li, Peifu Han, Jianxin Wang, Shudong Wang
2025 J jnl
DGSS: A Dynamic Interaction Graph Neural Network with Specific Substructure Awareness for Drug Synergy Prediction.
J. Chem. Inf. Model.
Jingyang Ge, Peifu Han, Ruiqi Xu, Shuang Wang, Mao Li, Tao Song
2025 J jnl
DiffMeta-RL: Reinforcement Learning-Guided Graph Diffusion for Metabolically Stable Molecular Generation.
J. Chem. Inf. Model.
Dayan Liu, Tao Song, Shuang Wang, Xue Li, Peifu Han, Gehang Ju, Jianmin Wang, Shudong Wang
2025 J jnl
MVSO-PPIS: a structured objective learning model for protein-protein interaction sites prediction via multi-view graph information integration.
Bioinform.
Shuang Wang, Tianle Ma, Kaiyu Dong, Peifu Han, Xue Li, Junteng Ma, Mao Li, Tao Song
2025 — conf
MoFA-DTI: A Modality-Aware Feature Aggregation Network for Drug-Target Interaction Prediction.
BIBM
Xiao Hou, Peifu Han, Shuang Wang, Tao Song
2025 J jnl
Multi-scale low-frequency enhanced spectral neural operator for reducing low-frequency error in partial differential equations solving.
Eng. Appl. Artif. Intell.
Fengrui Jing, Chuchu Zhai, Peizhi Zhao, Xue Li, Peifu Han, Hongzhen Ding, Yunlong Dong, Long Hao, Xu Tian, Tao Song
2025 J jnl
TGF-M: Topology-augmented geometric features enhance molecular property prediction.
PLoS Comput. Biol.
Wei He, Xu Tian, Xue Li, Peifu Han, Shuang Wang, Lin Liu, Tao Song
2025 — conf
TriPercept: A Unified Fine-Grained Structural Perception Model for Molecular Property Prediction.
BIBM
Wei He, Xue Li, Xu Tian, Peifu Han, Kexin Jin, Shuang Wang, Tao Song
2024 — conf
KGM4DTI: A Depression Knowledge Graph-Driven Multi-semantic Multi-view Computational Framework for Drug-Target Interaction Prediction.
BIBM
Xu Tian, Peifu Han, Xue Li, Hongzhen Ding, Wei He, Fengrui Jing, Shuang Wang, Xun Wang, Tao Song
2024 — conf
Logical Rules Enhanced Multimodal Reasoning Based on Biomedical Knowledge Graph.
BIBM
Peifu Han, Tao Song, Jianmin Wang
2024 J jnl
MEG-PPIS: a fast protein-protein interaction site prediction method based on multi-scale graph information and equivariant graph neural network.
Bioinform.
Hongzhen Ding, Xue Li, Peifu Han, Xu Tian, Fengrui Jing, Shuang Wang, Tao Song, Hanjiao Fu, Na Kang
2024 — conf
Semi-Template Retrosynthesis Prediction with 3D Spatial Structures and Reaction Center Disconnection Rules.
BIBM
Xin Li, Zishuai Wei, Shuang Wang, Peifu Han, Xue Li, Tao Song
2023 J jnl
Case Element Joint Extraction Based on Case Field Correlation and Dependency Graph Convolutional Network.
Neural Process. Lett.
Yu Zhang, Shengxiang Gao, Zhengtao Yu, Chengding Zhao, Peilian Zhao, Peifu Han
2023 J jnl
MARPPI: boosting prediction of protein-protein interactions with multi-scale architecture residual network.
Briefings Bioinform.
Xue Li, Peifu Han, Wenqi Chen, Changnan Gao, Shuang Wang, Tao Song, Muyuan Niu, Alfonso Rodríguez-Patón
2023 J jnl
QuantumTox: Utilizing quantum chemistry with ensemble learning for molecular toxicity prediction.
Comput. Biol. Medicine
Xun Wang, Lulu Wang, Shuang Wang, Yongqi Ren, Wenqi Chen, Xue Li, Peifu Han, Tao Song
2022 J jnl
Construction method of knowledge graph under machine learning.
Int. J. Grid Util. Comput.
Peifu Han, Junjun Guo, Hua Lai, Qianli Song
2022 J jnl
RGN: Residue-Based Graph Attention and Convolutional Network for Protein-Protein Interaction Site Prediction.
J. Chem. Inf. Model.
Shuang Wang, Wenqi Chen, Peifu Han, Xue Li, Tao Song