Xuan Liu

16 papers A* 5Journal 10Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
GNNDRP: Graph Neural Network With Multi-Task Learning for Drug Response Prediction.
IEEE Trans. Comput. Biol. Bioinform.
Congzhi Song, Xuan Liu, Zhankun Xiong, Luotao Liu, Wen Zhang
2025 A* conf
Knowledge-Guided Domain Adaptation Model for Transferring Drug Response Prediction from Cell Lines to Patients.
AAAI
Xuan Liu, Menglu Li
2024 A* conf
A Multi-Modal Contrastive Diffusion Model for Therapeutic Peptide Generation.
AAAI
Yongkang Wang, Xuan Liu, Feng Huang, Zhankun Xiong, Wen Zhang
2024 J jnl
Subgraph-Aware Graph Kernel Neural Network for Link Prediction in Biological Networks.
IEEE J. Biomed. Health Informatics
Menglu Li, Zhiwei Wang, Luotao Liu, Xuan Liu, Wen Zhang
2024 J jnl
ZeroDDI: A Zero-Shot Drug-Drug Interaction Event Prediction Method with Semantic Enhanced Learning and Dual-Modal Uniform Alignment.
CoRR
Ziyan Wang, Zhankun Xiong, Feng Huang, Xuan Liu, Wen Zhang
2024 A* conf
ZeroDDI: A Zero-Shot Drug-Drug Interaction Event Prediction Method with Semantic Enhanced Learning and Dual-modal Uniform Alignment.
IJCAI
Ziyan Wang, Zhankun Xiong, Feng Huang, Xuan Liu, Wen Zhang
2023 J jnl
A Multi-Modal Contrastive Diffusion Model for Therapeutic Peptide Generation.
CoRR
Yongkang Wang, Xuan Liu, Feng Huang, Zhankun Xiong, Wen Zhang
2023 J jnl
A subcomponent-guided deep learning method for interpretable cancer drug response prediction.
PLoS Comput. Biol.
Xuan Liu, Wen Zhang
2023 A* conf
Multi-Relational Contrastive Learning Graph Neural Network for Drug-Drug Interaction Event Prediction.
AAAI
Zhankun Xiong, Shichao Liu, Feng Huang, Ziyan Wang, Xuan Liu, Zhongfei Zhang, Wen Zhang
2023 A* conf
Multi-view Contrastive Learning Hypergraph Neural Network for Drug-Microbe-Disease Association Prediction.
IJCAI
Luotao Liu, Feng Huang, Xuan Liu, Zhankun Xiong, Menglu Li, Congzhi Song, Wen Zhang
2022 J jnl
GraphCDR: a graph neural network method with contrastive learning for cancer drug response prediction.
Briefings Bioinform.
Xuan Liu, Congzhi Song, Feng Huang, Haitao Fu, Wenjie Xiao, Wen Zhang
2022 J jnl
MVGCN: data integration through multi-view graph convolutional network for predicting links in biomedical bipartite networks.
Bioinform.
Haitao Fu, Feng Huang, Xuan Liu, Yang Qiu, Wen Zhang
2022 J jnl
Multi-way relation-enhanced hypergraph representation learning for anti-cancer drug synergy prediction.
Bioinform.
Xuan Liu, Congzhi Song, Shichao Liu, Menglu Li, Xionghui Zhou, Wen Zhang
2022 — conf
Predicting drug transcriptional response similarity using Signed Graph Convolutional Network.
BIBM
Ziyan Wang, Chengzhi Hong, Xuan Liu, Zhankun Xiong, Feng Liu, Wen Zhang
2022 J jnl
SGNNMD: signed graph neural network for predicting deregulation types of miRNA-disease associations.
Briefings Bioinform.
Guangzhan Zhang, Menglu Li, Huan Deng, Xinran Xu, Xuan Liu, Wen Zhang
2021 J jnl
ADEIP: an integrated platform of age-dependent expression and immune profiles across human tissues.
Briefings Bioinform.
Xuan Liu, Wenbo Chen, Yu Fang, Siqi Yang, Liuping Chang, Xingyu Chen, Haidong Ye, Xinyu Tang, Shan Zhong, Wen Zhang, Zhiqiang Dong, Leng Han, Chunjiang He