Author

Ren Wang

Illinois Institute of Technology

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Biology Disciplines

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Bioinformatics· 2

Signature Assays, Organisms & Methods

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Approach:deep learning· 2 Research Focus:benchmarking· 1 Research Focus:drug response / drug discovery· 1 Research Focus:gene regulatory network inference· 1 Approach:graph neural network· 1

Frequent Co-Authors

Can CheniD· 2 shared Jiawen DuiD· 2 shared Yanlong ZhaoiD· 2 shared Yixiao CheniD· 2 shared Chen LiaoiD· 1 shared Jun Wen· 1 shared Quan SuniD· 1 shared Quan SuniD· 1 shared

Activity by Year

2025-2026 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 40 mutual co-author links

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2 shared papersBioinformatics

Can ChenORCID

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2 papers

Recent·Most cited

MuSHIN: A multi-way SMILES-based hypergraph inference network for metabolic model reconstruction

Yanlong Zhao, Yixiao Chen, Yi Yu, Xiang Liu, Jiawen Du, Jun Wen, Chen Liao, Quan Sun, Ren Wang, Can Chen

MuSHIN improves genome-scale metabolic models by predicting missing reactions using a deep hypergraph learning method, enhancing their predictive accuracy and phenotypic predictions.

Communications Biology · Mar 5, 2026Peer-reviewedBioinformatics

DREAM-GNN: Dual-route embedding-aware graph neural networks for drug repositioning

Yanlong Zhao, Yixiao Chen, Jiawen Du, Quan Sun, Ren Wang, Can Chen

DREAM-GNN improves drug repositioning by integrating heterogeneous biomedical data through a dual-route graph neural network framework, outperforming existing methods in recovering repositioning candidates.

bioRxiv · Jul 7, 2025 · PreprintBioinformatics