Zhankun Xiong

16 papers A* 5Journal 9Unranked 2
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 — conf
PKAG-DDI: Pairwise Knowledge-Augmented Language Model for Drug-Drug Interaction Event Text Generation.
ACL (1)
Ziyan Wang, Zhankun Xiong, Feng Huang, Wen Zhang
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
Deep learning for drug-drug interaction prediction: A comprehensive review.
Quant. Biol.
Xinyue Li, Zhankun Xiong, Wen Zhang, Shichao Liu
2024 A* conf
Heterogeneous Causal Metapath Graph Neural Network for Gene-Microbe-Disease Association Prediction.
IJCAI
Kexin Zhang, Feng Huang, Luotao Liu, Zhankun Xiong, Hongyu Zhang, Yuan Quan, Wen Zhang
2024 J jnl
Heterogeneous Causal Metapath Graph Neural Network for Gene-Microbe-Disease Association Prediction.
CoRR
Kexin Zhang, Feng Huang, Luotao Liu, Zhankun Xiong, Hongyu Zhang, Yuan Quan, 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 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
A Multimodal Framework for Improving in Silico Drug Repositioning With the Prior Knowledge From Knowledge Graphs.
IEEE ACM Trans. Comput. Biol. Bioinform.
Zhankun Xiong, Feng Huang, Ziyan Wang, Shichao Liu, Wen Zhang
2022 J jnl
A heterogeneous network-based method with attentive meta-path extraction for predicting drug-target interactions.
Briefings Bioinform.
Hongzhun Wang, Feng Huang, Zhankun Xiong, 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
2021 J jnl
Tensor decomposition with relational constraints for predicting multiple types of microRNA-disease associations.
Briefings Bioinform.
Feng Huang, Xiang Yue, Zhankun Xiong, Zhouxin Yu, Shichao Liu, Wen Zhang
2019 J jnl
Predicting microRNA-disease associations from knowledge graph using tensor decomposition with relational constraints.
CoRR
Feng Huang, Zhankun Xiong, Guan Zhang, Zhouxin Yu, Xinran Xu, Wen Zhang