Feng Huang - RankMe

29 papers A* 6A 1Journal 19Unranked 3

Year	Rank	Type	Title / Venue / Authors
2025	A	`conf`	Geometric Heterogeneous Graph Neural Network for Protein-Ligand Binding Affinity Prediction. CIKM Feng Huang, Yuhang Xia, Ziyan Wang, Liuqing Yang, 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`	Coefficient Decomposition for Spectral Graph Convolution. CoRR Feng Huang, Wen Zhang
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	J	`jnl`	HimGNN: a novel hierarchical molecular graph representation learning framework for property prediction. Briefings Bioinform. Shen Han, Haitao Fu, Yuyang Wu, Ganglan Zhao, Zhenyu Song, Feng Huang, Zhongfei Zhang, Shichao 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`	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	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`	Hierarchical graph representation learning for the prediction of drug-target binding affinity. Inf. Sci. Zhaoyang Chu, Feng Huang, Haitao Fu, Yuan Quan, Xionghui Zhou, Shichao Liu, 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
2021	J	`jnl`	A Fast Linear Neighborhood Similarity-Based Network Link Inference Method to Predict MicroRNA-Disease Associations. IEEE ACM Trans. Comput. Biol. Bioinform. Wen Zhang, Zhishuai Li, Wenzheng Guo, Weitai Yang, Feng Huang
2021	A*	`conf`	CSGNN: Contrastive Self-Supervised Graph Neural Network for Molecular Interaction Prediction. IJCAI Chengshuai Zhao, Shuai Liu, Feng Huang, Shichao Liu, Wen Zhang
2021	J	`jnl`	HampDTI: a heterogeneous graph automatic meta-path learning method for drug-target interaction prediction. CoRR Hongzhun Wang, Feng Huang, Wen Zhang
2021	J	`jnl`	Predicting drug-disease associations through layer attention graph convolutional network. Briefings Bioinform. Zhouxin Yu, Feng Huang, Xiaohan Zhao, Wenjie Xiao, 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
2019	J	`jnl`	SFLLN: A sparse feature learning ensemble method with linear neighborhood regularization for predicting drug-drug interactions. Inf. Sci. Wen Zhang, Kanghong Jing, Feng Huang, Yanlin Chen, Bolin Li, Jinghao Li, Jing Gong
2018	—	`conf`	HNGRNMF: Heterogeneous Network-based Graph Regularized Nonnegative Matrix Factorization for predicting events of microbe-disease associations. BIBM Wen Zhang, Xiaoting Lu, Weitai Yang, Feng Huang, Binlu Wang, Alan Wang, Qi Zhao
2018	J	`jnl`	Predicting drug-disease associations by using similarity constrained matrix factorization. BMC Bioinform. Wen Zhang, Xiang Yue, Weiran Lin, Wenjian Wu, Ruoqi Liu, Feng Huang, Feng Liu
2018	—	`conf`	Prediction of Drug-Disease Associations and Their Effects by Signed Network-Based Nonnegative Matrix Factorization. BIBM Wen Zhang, Feng Huang, Xiang Yue, Xiaoting Lu, Weitai Yang, Zhishuai Li, Feng Liu
2018	J	`jnl`	SFPEL-LPI: Sequence-based feature projection ensemble learning for predicting LncRNA-protein interactions. PLoS Comput. Biol. Wen Zhang, Xiang Yue, Guifeng Tang, Wenjian Wu, Feng Huang, Xining Zhang
2018	J	`jnl`	The Bi-Direction Similarity Integration Method for Predicting Microbe-Disease Associations. IEEE Access Wen Zhang, Weitai Yang, Xiaoting Lu, Feng Huang, Fei Luo