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Zhankun Xiong
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2020 – today
- 2024
- [j4]Xinyue Li, Zhankun Xiong, Wen Zhang, Shichao Liu:
Deep learning for drug-drug interaction prediction: A comprehensive review. Quant. Biol. 12(1): 30-52 (2024) - [c6]Yongkang Wang, Xuan Liu, Feng Huang, Zhankun Xiong, Wen Zhang:
A Multi-Modal Contrastive Diffusion Model for Therapeutic Peptide Generation. AAAI 2024: 3-11 - [c5]Ziyan Wang, Zhankun Xiong, Feng Huang, Xuan Liu, Wen Zhang:
ZeroDDI: A Zero-Shot Drug-Drug Interaction Event Prediction Method with Semantic Enhanced Learning and Dual-modal Uniform Alignment. IJCAI 2024: 6071-6079 - [c4]Kexin Zhang, Feng Huang, Luotao Liu, Zhankun Xiong, Hongyu Zhang, Yuan Quan, Wen Zhang:
Heterogeneous Causal Metapath Graph Neural Network for Gene-Microbe-Disease Association Prediction. IJCAI 2024: 6161-6169 - [i4]Kexin Zhang, Feng Huang, Luotao Liu, Zhankun Xiong, Hongyu Zhang, Yuan Quan, Wen Zhang:
Heterogeneous Causal Metapath Graph Neural Network for Gene-Microbe-Disease Association Prediction. CoRR abs/2406.19156 (2024) - [i3]Ziyan Wang, Zhankun Xiong, Feng Huang, Xuan Liu, Wen Zhang:
ZeroDDI: A Zero-Shot Drug-Drug Interaction Event Prediction Method with Semantic Enhanced Learning and Dual-Modal Uniform Alignment. CoRR abs/2407.00891 (2024) - 2023
- [c3]Zhankun Xiong, Shichao Liu, Feng Huang, Ziyan Wang, Xuan Liu, Zhongfei Zhang, Wen Zhang:
Multi-Relational Contrastive Learning Graph Neural Network for Drug-Drug Interaction Event Prediction. AAAI 2023: 5339-5347 - [c2]Luotao Liu, Feng Huang, Xuan Liu, Zhankun Xiong, Menglu Li, Congzhi Song, Wen Zhang:
Multi-view Contrastive Learning Hypergraph Neural Network for Drug-Microbe-Disease Association Prediction. IJCAI 2023: 4829-4837 - [i2]Yongkang Wang, Xuan Liu, Feng Huang, Zhankun Xiong, Wen Zhang:
A Multi-Modal Contrastive Diffusion Model for Therapeutic Peptide Generation. CoRR abs/2312.15665 (2023) - 2022
- [j3]Hongzhun Wang, Feng Huang, Zhankun Xiong, Wen Zhang:
A heterogeneous network-based method with attentive meta-path extraction for predicting drug-target interactions. Briefings Bioinform. 23(4) (2022) - [j2]Zhankun Xiong
, Feng Huang
, Ziyan Wang, Shichao Liu
, Wen Zhang
:
A Multimodal Framework for Improving in Silico Drug Repositioning With the Prior Knowledge From Knowledge Graphs. IEEE ACM Trans. Comput. Biol. Bioinform. 19(5): 2623-2631 (2022) - [c1]Ziyan Wang, Chengzhi Hong, Xuan Liu, Zhankun Xiong, Feng Liu, Wen Zhang:
Predicting drug transcriptional response similarity using Signed Graph Convolutional Network. BIBM 2022: 340-345 - 2021
- [j1]Feng Huang, Xiang Yue
, Zhankun Xiong, Zhouxin Yu, Shichao Liu
, Wen Zhang
:
Tensor decomposition with relational constraints for predicting multiple types of microRNA-disease associations. Briefings Bioinform. 22(3) (2021)
2010 – 2019
- 2019
- [i1]Feng Huang, Zhankun Xiong, Guan Zhang, Zhouxin Yu, Xinran Xu, Wen Zhang:
Predicting microRNA-disease associations from knowledge graph using tensor decomposition with relational constraints. CoRR abs/1911.05584 (2019)
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