| 2025 | ACL | PKAG-DDI: Pairwise Knowledge-Augmented Language Model for Drug-Drug Interaction Event Text Generation. | Ziyan Wang, Zhankun Xiong, Feng Huang, Wen Zhang |
| 2024 | AAAI | A Multi-Modal Contrastive Diffusion Model for Therapeutic Peptide Generation. | Yongkang Wang, Xuan Liu, Feng Huang, Zhankun Xiong, Wen Zhang |
| 2024 | IJCAI | ZeroDDI: A Zero-Shot Drug-Drug Interaction Event Prediction Method with Semantic Enhanced Learning and Dual-modal Uniform Alignment. | Ziyan Wang, Zhankun Xiong, Feng Huang, Xuan Liu, Wen Zhang |
| 2024 | IJCAI | Heterogeneous Causal Metapath Graph Neural Network for Gene-Microbe-Disease Association Prediction. | Kexin Zhang, Feng Huang, Luotao Liu, Zhankun Xiong, Hongyu Zhang, Yuan Quan, Wen Zhang |
| 2023 | AAAI | Multi-Relational Contrastive Learning Graph Neural Network for Drug-Drug Interaction Event Prediction. | Zhankun Xiong, Shichao Liu, Feng Huang, Ziyan Wang, Xuan Liu, Zhongfei Zhang, Wen Zhang |
| 2023 | IJCAI | Multi-view Contrastive Learning Hypergraph Neural Network for Drug-Microbe-Disease Association Prediction. | Luotao Liu, Feng Huang, Xuan Liu, Zhankun Xiong, Menglu Li, Congzhi Song, Wen Zhang |