Author

Jiameng Le

Nankai University

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Bioinformatics· 2

Signature Assays, Organisms & Methods

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Approach:deep learning· 2 Research Focus:drug response / drug discovery· 2 Research Focus:benchmarking· 1 Approach:contrastive learning· 1 Approach:diffusion model· 1 Approach:graph neural network· 1

Frequent Co-Authors

Chuanru Wei· 2 shared Jiongxin Liu· 2 shared Mingming Liu· 2 shared Zixuan Yin· 2 shared Guang Xu Yu· 1 shared Hong QiniD· 1 shared Yongnan Luo· 1 shared

Activity by Year

2025-2026 · peak 1/yr

Co-Author Collaboration Network

7 top collaborators · 21 mutual co-author links

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2 shared papersBioinformatics

Chuanru Wei

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2 papers

Recent·Most cited

EBD-DTI: Episodic Bridge Diffusion for Zero-Shot Cold-Start Drug-Target Interaction Prediction

Jiongxin Liu, Jiameng Le, Chuanru Wei, Mingming Liu, Zixuan Yin

EBD-DTI improves zero-shot cold-start drug-target interaction prediction by using episodic training and bridge-conditioned diffusion, achieving better performance than existing methods.

bioRxiv · Jul 20, 2026 · PreprintBioinformatics

Physics-Diffusion-Driven Multiscale Aggregation for Drug-Target Interaction Prediction

Jiongxin Liu, Jiameng Le, Chuanru Wei, Mingming Liu, Zixuan Yin, Yongnan Luo, Hong Qin, Guang Xu Yu

PDDMA-DTI improves drug-target interaction prediction by combining physics-inspired diffusion with multiscale aggregation and interaction enhancement, achieving better accuracy and robustness than existing methods.

bioRxiv · Nov 3, 2025 · PreprintBioinformatics