Author

Mingming Liu

Nankai University

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

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Biology Disciplines

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Bioinformatics· 2 Biochemistry· 1

Signature Assays, Organisms & Methods

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Approach:deep learning· 2 Research Focus:drug response / drug discovery· 2 Research Focus:benchmarking· 1 Research Focus:cell signaling & trafficking· 1 Approach:contrastive learning· 1 Approach:diffusion model· 1 Approach:experimental assay· 1 Approach:graph neural network· 1

Frequent Co-Authors

Chuanru Wei· 2 shared Jiameng Le· 2 shared Jiongxin Liu· 2 shared Zixuan Yin· 2 shared Chao WangiD· 1 shared Guang Xu Yu· 1 shared Hong QiniD· 1 shared Jiasheng CheniD· 1 shared

Activity by Year

2025-2026 · peak 2/yr

Co-Author Collaboration Network

10 top collaborators · 21 mutual co-author links

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2 shared papersBioinformatics

Chuanru Wei

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Author profile →

3 papers

Recent·Most cited

Kinesin-1 holoenzyme assembly coordinates cargo-adaptor recognition with heavy-chain autoinhibition

Jingling Niu, Mengmeng Zhang, Liping He, Xiaojie Zhu, Mingming Liu, Jiasheng Chen, Wenli Jiang, Chao Wang

This study defines the molecular mechanisms of kinesin-1 holoenzyme assembly and cargo-adaptor regulation using KIF5C as a model system.

bioRxiv · Aug 26, 2026 · PreprintBiochemistry

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