Hai-Cheng Yi

30 papers Journal 18Unranked 12
YearRankTypeTitle / Venue / Authors
2026 J jnl
A multimodal information fusion framework for accurate and robust prediction of drug-drug interactions.
Inf. Fusion
Han-Wu Zhu, Hai-Cheng Yi, Zhu-Hong You, Shi-Hui He, Xuequn Shang
2026 J jnl
MRGCDDI: Multi-Relation Graph Contrastive Learning Without Data Augmentation for Drug-Drug Interaction Events Prediction.
IEEE J. Biomed. Health Informatics
Yu Li, Lin-Xuan Hou, Zhu-Hong You, Yang Yuan, Cheng-Gang Mi, Yu-An Huang, Hai-Cheng Yi
2025 J jnl
Equivariant 3D-Conditional Diffusion Model for De Novo Drug Design.
IEEE J. Biomed. Health Informatics
Jia Zheng, Hai-Cheng Yi, Zhu-Hong You
2025 J jnl
MOLGAECL: Molecular Graph Contrastive Learning via Graph Auto-Encoder Pretraining and Fine-Tuning Based on Drug-Drug Interaction Prediction.
J. Chem. Inf. Model.
Yu Li, Lin-Xuan Hou, Hai-Cheng Yi, Zhu-Hong You, Shi-Hong Chen, Jia Zheng, Yang Yuan, Cheng-Gang Mi
2025 — conf
TriM-DTA: a Tri-Modal Fusion Framework for Drug-Target Binding Affinity Prediction.
BIBM
Han-Wu Zhu, Hai-Cheng Yi, Zhu-Hong You
2024 J jnl
Attention-Based Learning for Predicting Drug-Drug Interactions in Knowledge Graph Embedding Based on Multisource Fusion Information.
Int. J. Intell. Syst.
Yu Li, Zhu-Hong You, Shu-Min Wang, Cheng-Gang Mi, Mei-Neng Wang, Yu-An Huang, Hai-Cheng Yi
2024 J jnl
Integrated Knowledge Graph and Drug Molecular Graph Fusion via Adversarial Networks for Drug-Drug Interaction Prediction.
J. Chem. Inf. Model.
Yu Li, Zhu-Hong You, Yang Yuan, Cheng-Gang Mi, Yu-An Huang, Hai-Cheng Yi, Lin-Xuan Hou
2024 J jnl
MathEagle: Accurate prediction of drug-drug interaction events via multi-head attention and heterogeneous attribute graph learning.
Comput. Biol. Medicine
Lin-Xuan Hou, Hai-Cheng Yi, Zhu-Hong You, Shi-Hong Chen, Jia Zheng, Chee Keong Kwoh
2023 J jnl
Predicting Drug-Target Interactions Over Heterogeneous Information Network.
IEEE J. Biomed. Health Informatics
Xiao-Rui Su, Pengwei Hu, Hai-Cheng Yi, Zhuhong You, Lun Hu
2022 J jnl
DeepWalk based method to predict lncRNA-miRNA associations via lncRNA-miRNA-disease-protein-drug graph.
BMC Bioinform.
Long Yang, Li-Ping Li, Hai-Cheng Yi
2022 J jnl
Graph representation learning in bioinformatics: trends, methods and applications.
Briefings Bioinform.
Hai-Cheng Yi, Zhu-Hong You, De-Shuang Huang, Chee Keong Kwoh
2021 J jnl
A learning-based method to predict LncRNA-disease associations by combining CNN and ELM.
BMC Bioinform.
Zhen-Hao Guo, Zhan-Heng Chen, Zhu-Hong You, Yan-Bin Wang, Hai-Cheng Yi, Mei-Neng Wang
2021 — conf
Detection of Drug-Drug Interactions Through Knowledge Graph Integrating Multi-attention with Capsule Network.
ICIC (3)
Xiao-Rui Su, Zhu-Hong You, Hai-Cheng Yi, Bo-Wei Zhao
2021 J jnl
In silico drug repositioning using deep learning and comprehensive similarity measures.
BMC Bioinform.
Hai-Cheng Yi, Zhu-Hong You, Lei Wang, Xiao-Rui Su, Xi Zhou, Tong-Hai Jiang
2021 J jnl
Learning Representation of Molecules in Association Network for Predicting Intermolecular Associations.
IEEE ACM Trans. Comput. Biol. Bioinform.
Hai-Cheng Yi, Zhu-Hong You, Zhen-Hao Guo, De-Shuang Huang, Keith C. C. Chan
2021 J jnl
MeSHHeading2vec: a new method for representing MeSH headings as vectors based on graph embedding algorithm.
Briefings Bioinform.
Zhen-Hao Guo, Zhu-Hong You, De-Shuang Huang, Hai-Cheng Yi, Kai Zheng, Zhan-Heng Chen, Yan-Bin Wang
2021 — conf
Protein-Protein Interaction Prediction by Integrating Sequence Information and Heterogeneous Network Representation.
ICIC (3)
Xiao-Rui Su, Zhu-Hong You, Zhan-Heng Chen, Hai-Cheng Yi, Zhen-Hao Guo
2020 — conf
A Novel Computational Approach for Predicting Drug-Target Interactions via Network Representation Learning.
ICIC (2)
Xiao-Rui Su, Zhu-Hong You, Ji-Ren Zhou, Hai-Cheng Yi, Xiao Li
2020 — conf
A Novel Computational Method for Predicting LncRNA-Disease Associations from Heterogeneous Information Network with SDNE Embedding Model.
ICIC (2)
Ping Zhang, Bo-Wei Zhao, Leon Wong, Zhu-Hong You, Zhen-Hao Guo, Hai-Cheng Yi
2020 — conf
A Unified Deep Biological Sequence Representation Learning with Pretrained Encoder-Decoder Model.
ICIC (2)
Hai-Cheng Yi, Zhu-Hong You, Xiao-Rui Su, De-Shuang Huang, Zhen-Hao Guo
2020 J jnl
A deep learning-based method for drug-target interaction prediction based on long short-term memory neural network.
BMC Medical Informatics Decis. Mak.
Yan-Bin Wang, Zhu-Hong You, Shan Yang, Hai-Cheng Yi, Zhan-Heng Chen, Kai Zheng
2020 — conf
Inferring Drug-miRNA Associations by Integrating Drug SMILES and MiRNA Sequence Information.
ICIC (2)
Zhen-Hao Guo, Zhu-Hong You, Li-Ping Li, Zhan-Heng Chen, Hai-Cheng Yi, Yan-Bin Wang
2020 J jnl
NEMPD: a network embedding-based method for predicting miRNA-disease associations by preserving behavior and attribute information.
BMC Bioinform.
Bo-Ya Ji, Zhu-Hong You, Zhan-Heng Chen, Leon Wong, Hai-Cheng Yi
2020 — conf
Predicting Drug-Target Interactions by Node2vec Node Embedding in Molecular Associations Network.
ICIC (2)
Zhan-Heng Chen, Zhu-Hong You, Zhen-Hao Guo, Hai-Cheng Yi, Gong-Xu Luo, Yan-Bin Wang
2020 — conf
Prediction of LncRNA-Disease Associations Based on Network Representation Learning.
BIBM
Xiao-Rui Su, Zhuhong You, Hai-Cheng Yi
2020 J jnl
RPI-SE: a stacking ensemble learning framework for ncRNA-protein interactions prediction using sequence information.
BMC Bioinform.
Hai-Cheng Yi, Zhu-Hong You, Mei-Neng Wang, Zhen-Hao Guo, Yan-Bin Wang, Ji-Ren Zhou
2020 J jnl
Using Weighted Extreme Learning Machine Combined With Scale-Invariant Feature Transform to Predict Protein-Protein Interactions From Protein Evolutionary Information.
IEEE ACM Trans. Comput. Biol. Bioinform.
Jianqiang Li, Xiaofeng Shi, Zhu-Hong You, Hai-Cheng Yi, Zhuangzhuang Chen, Qiuzhen Lin, Min Fang
2019 — conf
A Gated Recurrent Unit Model for Drug Repositioning by Combining Comprehensive Similarity Measures and Gaussian Interaction Profile Kernel.
ICIC (2)
Tao Wang, Hai-Cheng Yi, Zhu-Hong You, Li-Ping Li, Yan-Bin Wang, Lun Hu, Leon Wong
2019 — conf
Combining Evolutionary Information and Sparse Bayesian Probability Model to Accurately Predict Self-interacting Proteins.
ICIC (2)
Yan-Bin Wang, Zhu-Hong You, Hai-Cheng Yi, Zhan-Heng Chen, Zhen-Hao Guo, Kai Zheng
2019 — conf
In Silico Identification of Anticancer Peptides with Stacking Heterogeneous Ensemble Learning Model and Sequence Information.
ICIC (2)
Hai-Cheng Yi, Zhu-Hong You, Yan-Bin Wang, Zhan-Heng Chen, Zhen-Hao Guo, Hui-Juan Zhu