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ORCIDZhijian Huang 0001
Person information
- affiliation: Central South University, Changsha, China
Other persons with the same name
- Zhijian Huang — disambiguation page
- Zhijian Huang 0002
![[0009-0007-0403-3116]](https://devdomain4test.ir/img/orcid-mark.12x12.png "0009-0007-0403-3116")
— National University of Defense Technology, Changsha, China - Zhijian Huang 0003 — Shanghai Maritime University, Shanghai, China
- Zhijian Huang 0004 — Shanghai Maritime University, Shanghai, China
- Zhijian Huang 0005 — Changsha University, Changsha, China
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2020 – today
- 2026
[j20]Zhijian Huang, Kai Chen, Xianshu Wang, Junheng Wang, Siyuan Shen, Yuanpeng Zhang, Min Wu, Lei Deng:
DeepLMI: deep feature mining with a globally enhanced graph convolutional network for robust lncRNA-miRNA interaction prediction. Bioinform. 42(4) (2026)- [j19]Chao Li, Jiangtao Xu, Zhijian Huang, Lei Deng:
MM-GHiNet: A multimodal graph hierarchical network for brain disease diagnosis. Expert Syst. Appl. 309: 131202 (2026) - [j18]Qahtan Adnan Aljanabi, Zhijian Huang, Ziyu Fan, Shangqian Wu, Shuhong Liu, Meng Chen, Hang Chen, Yuanpeng Zhang, Jiangtao Xu, Lei Deng:
TwistDAN: Twisted Domain Adversarial Network for Synthetic Accessibility Assessment. J. Chem. Inf. Model. 66(5): 2791-2806 (2026) - [c13]Ziyu Fan, Zhijian Huang, Yahan Li, Xiaowen Hu, Siyuan Shen, Yunliang Wang, Zeyu Zhong, Shuhong Liu, Shuning Yang, Shangqian Wu, Min Wu, Lei Deng:
Hierarchical Structure-Property Alignment for Data-Efficient Molecular Generation and Editing. AAAI 2026: 21029-21037 - 2025
- [j17]Zhijian Huang, Kai Chen, Xiaojun Xiao, Ziyu Fan, Yuanpeng Zhang, Lei Deng:
DeepHeteroCDA: circRNA-drug sensitivity associations prediction via multi-scale heterogeneous network and graph attention mechanism. Briefings Bioinform. 26(2) (2025) - [j16]Song Chen, Zhijian Huang, Yucheng Wang, Yahan Li, Yaw Sing Tan, Lei Deng, Min Wu:
MVRBind: multi-view learning for RNA-small molecule binding site prediction. Briefings Bioinform. 26(5) (2025) - [j15]Tianxiang Ouyang, Yuanpeng Zhang, Zhijian Huang, Lei Deng:
Contrastive hypergraph collaborative filtering for transfer RNA-disease association prediction. Briefings Bioinform. 26(5) (2025) - [j14]Pan Zhang, Tianxiang Ouyang, Xiaowen Hu, Jie Huang, Biao Xiao, Zhijian Huang, Xingyang Shi, Xinyi Wu, Linying Chen, Yongkang Wu, Hanyue Wang, Ying Zhang, Guangdi Li, Hui Liu, Lei Deng:
HCoVDB: a comprehensive database encompassing viral genomes, drug targets, and therapeutics of human coronaviruses. Database J. Biol. Databases Curation 2025 (2025) - [j13]Siyuan Shen, Jie Chen, Zhijian Huang, Yuanpeng Zhang, Ziyu Fan, Yuting Kong, Lei Deng:
Precise prediction of hotspot residues in protein-RNA complexes using graph attention networks and pretrained protein language models. Bioinform. 41(Supplement_1): i466-i474 (2025) - [j12]Yue Luo, Lei Deng, Zhijian Huang:
HLN-DDI: hierarchical molecular representation learning with co-attention mechanism for drug-drug interaction prediction. BMC Bioinform. 26(1): 152 (2025) - [j11]Yuanpeng Zhang, Zhijian Huang, Yurong Qian, Peng Xie, Ziyu Fan, Min Wu, Lei Deng:
DeepExpDR: Drug Response Prediction through Molecular Topological Grouping and Substructure-Aware Expert. J. Chem. Inf. Model. 65(19): 10727-10735 (2025) - [j10]Zhijian Huang, Yihan Dong, Wenjuan Nie, Hang Chen, Qahtan Adnan Aljanabi, Lei Deng:
Partner-RBR: Predicting Multitype RNA-Binding Residues Based on Mutual Learning. J. Chem. Inf. Model. 65(19): 10783-10794 (2025) - [j9]Zhijian Huang, Rongtao Zheng, Siyuan Shen, Kai Chen, Min Wu, Lei Deng:
CircGO: Predicting circRNA Functions Through Self-Supervised Learning of Heterogeneous Networks. IEEE Trans. Comput. Biol. Bioinform. 22(5): 1991-2000 (2025) - [j8]Ziyu Fan, Linying Chen, Xinyi Wu, Zhijian Huang, Lei Deng:
Enhancing Predictions of Drug Solubility Through Multidimensional Structural Characterization Exploitation. IEEE J. Biomed. Health Informatics 29(3): 1828-1837 (2025) - [j7]Yanhao Fan, Che Zhang, Xiaowen Hu, Zhijian Huang, Lei Deng:
AGCLNDA: Enhancing the Prediction of ncRNA-Drug Resistance Association Using Adaptive Graph Contrastive Learning. IEEE J. Biomed. Health Informatics 29(6): 4524-4533 (2025) - [c12]Yahan Li, Zhijian Huang, Song Chen, Yucheng Wang, Min Wu, Lei Deng:
ASRSMA: Atomic-Scale and Structure-Based Modeling for RNA-Small Molecule Binding Affinity Prediction via Contrastive Pretraining. BIBM 2025: 154-157 - [c11]Qahtan Adnan Aljanabi, Zhijian Huang, Gebremedhin Assefa Girmay, Zhengkang Wang, Yuanpeng Zhang, Lei Deng:
DSSA: Dual-Stream Synthetic Accessibility Framework for Organic Compounds. BIBM 2025: 633-638 - [c10]Zhengkang Wang, Zhijian Huang, Yurong Qian, Yuanpeng Zhang, Yahan Li, Qahtan Adnan Aljanabi, Jinmiao Song, Lei Deng:
MVFDSP: A Multi-View Fusion Framework for Drug Side-Effect Frequency Prediction. BIBM 2025: 727-732 - [c9]Yunliang Wang, Ziyu Fan, Zhijian Huang, Jinmiao Song, Lei Deng:
GroupTransUNet: Group Transformer UNet for Medical Image Segmentation. BIBM 2025: 2926-2931 - [i1]Ziyu Fan, Zhijian Huang, Yahan Li, Xiaowen Hu, Siyuan Shen, Yunliang Wang, Zeyu Zhong, Shuhong Liu, Shuning Yang, Shangqian Wu, Min Wu, Lei Deng:
Hierarchical Structure-Property Alignment for Data-Efficient Molecular Generation and Editing. CoRR abs/2511.08080 (2025) - 2024
- [j6]Yanhao Fan, Che Zhang, Xiaowen Hu, Zhijian Huang, Jiameng Xue, Lei Deng:
SGCLDGA: unveiling drug-gene associations through simple graph contrastive learning. Briefings Bioinform. 25(3) (2024) - [j5]Zhijian Huang, Yucheng Wang, Song Chen, Yaw Sing Tan, Lei Deng, Min Wu:
DeepRSMA: a cross-fusion-based deep learning method for RNA-small molecule binding affinity prediction. Bioinform. 40(12) (2024) - [j4]Zhijian Huang, Ziyu Fan, Siyuan Shen, Min Wu, Lei Deng:
MolMVC: Enhancing molecular representations for drug-related tasks through multi-view contrastive learning. Bioinform. 40(Supplement_2): ii190-ii197 (2024) - [c8]Siyuan Shen, Shangqian Wu, Jie Chen, Zhijian Huang, Lei Deng:
GATBind: Accurate protein-RNA binding sites prediction via graph attention networks with pre-trained language model. BIBM 2024: 85-90 - [c7]Tianxiang Ouyang, Zhijian Huang, Lei Deng:
Enhancing miRNA-Disease Prediction with Attention-Based Multi-View Contrastive Learning. BIBM 2024: 1104-1109 - [c6]Haifeng Qi, Siyuan Shen, Zhijian Huang, Lei Deng:
DTA-Net: Dual-Task Attention Network for Medical Image Segmentation and Classification. BIBM 2024: 2351-2356 - 2023
- [j3]Rongtao Zheng, Zhijian Huang, Lei Deng:
Large-scale predicting protein functions through heterogeneous feature fusion. Briefings Bioinform. 24(4) (2023) - [j2]Zhijian Huang, Pan Zhang, Lei Deng:
DeepCoVDR: deep transfer learning with graph transformer and cross-attention for predicting COVID-19 drug response. Bioinform. 39(Supplement-1): 475-483 (2023) - [j1]Lei Deng, Ying Jiang, Xiaowen Hu, Rongtao Zheng, Zhijian Huang, Jingpu Zhang:
ABLNCPP: Attention Mechanism-Based Bidirectional Long Short-Term Memory for Noncoding RNA Coding Potential Prediction. J. Chem. Inf. Model. 63(12): 3955-3966 (2023) - [c5]Jie Chen, Yurong Qian, Zhijian Huang, Xiaojun Xiao, Lei Deng:
Enhancing Protein Solubility Prediction through Pre-trained Language Models and Graph Convolutional Neural Networks. BIBM 2023: 11-16 - [c4]Yihan Dong, Xiaowen Hu, Zhijian Huang, Lei Deng:
TGC-ARG: Predicting Antibiotic Resistance through Transformer-based Modeling and Contrastive Learning. BIBM 2023: 17-22 - [c3]Xiaojun Xiao, Yurong Qian, Zhijian Huang, Rongtao Zheng, Lei Deng:
Predicting Associations between circRNAs and Drug Sensitivity using Heterogeneous Graphs and Graph Attention Networks. BIBM 2023: 191-196 - [c2]Yuanpeng Zhang, Yurong Qian, Xiaojun Xiao, Xiaowen Hu, Zhijian Huang, Lei Deng:
PTDA-SWGCL: Predicting tRNA-Disease Associations using Supplementarily Weighted Graph Contrastive Learning. BIBM 2023: 209-214 - 2022
- [c1]Zhijian Huang, Rongtao Zheng, Lei Deng:
DeepFusionGO: Protein function prediction by fusing heterogeneous features through deep learning. BIBM 2022: 12-17
Coauthor Index
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