Zhankun Xiong

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 12

Top Topics

Prior Knowledge

Diffusion Models

Top Venues

Briefings Bioinform.

IEEE ACM Trans. Comput. Biol. Bioinform.

Publications

Xinyue Li, Zhankun Xiong, Wen Zhang, Shichao Liu
Deep learning for drug-drug interaction prediction: A comprehensive review. Quant. Biol. 12 (1) (2024)
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 (2024)
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 (2024)
Yongkang Wang, Xuan Liu, Feng Huang, Zhankun Xiong, Wen Zhang
A Multi-Modal Contrastive Diffusion Model for Therapeutic Peptide Generation. AAAI (2024)
Yongkang Wang, Xuan Liu, Feng Huang, Zhankun Xiong, Wen Zhang
A Multi-Modal Contrastive Diffusion Model for Therapeutic Peptide Generation. CoRR (2023)
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)
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)
Ziyan Wang, Chengzhi Hong, Xuan Liu, Zhankun Xiong, Feng Liu, Wen Zhang
Predicting drug transcriptional response similarity using Signed Graph Convolutional Network. BIBM (2022)
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)
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) (2022)
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)
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 (2019)