Zhaohan Meng

Email: z.meng.3@research.gla.ac.uk

B171, Sir Alwyn Williams Building, University of Glasgow, Glasgow, G12 8QN

ORCID iDhttps://orcid.org/0009-0003-3209-7134

Research title: Heterogeneous entity representation learning for knowledge graph in biomedical science

Research Summary

My research interests centre on knowledge graphs (KGs) and large language models (LLMs), with a particular emphasis on their application to AI4Health. I focus on developing scientific AI agents that leverage structured knowledge for biomedical reasoning and discovery. Currently, I am exploring knowledge-driven LLMs that integrate structured knowledge into biomedical decision-making and predictive modelling.

Publications

List by: Type | Date

Jump to: 2025 | 2024
Number of items: 3.

2025

Meng, Zhaohan, Meng, Zaiqiao ORCID logoORCID: https://orcid.org/0000-0001-5374-0318, Yuan, Ke ORCID logoORCID: https://orcid.org/0000-0002-2318-1460 and Ounis, Iadh ORCID logoORCID: https://orcid.org/0000-0003-4701-3223 (2025) FusionDTI: Fine-grained Binding Discovery with Token-level Fusion for Drug-Target Interaction. In: 2025 Conference on Empirical Methods in Natural Language Processing (EMNLP 2025), Suzhou, China, 05-09 November 2025, (Accepted for Publication)

2024

Meng, Zhaohan, Liu, Siwei, Liang, Shangsong, Jani, Bhautesh ORCID logoORCID: https://orcid.org/0000-0001-7348-514X and Meng, Zaiqiao ORCID logoORCID: https://orcid.org/0000-0001-5374-0318 (2024) Heterogeneous biomedical entity representation learning for gene-disease association prediction. Briefings in Bioinformatics, 25(5), bbae380. (doi: 10.1093/bib/bbae380) (PMID:39154194) (PMCID:PMC11330343)

Meng, Zhaohan, Meng, Zaiqiao ORCID logoORCID: https://orcid.org/0000-0001-5374-0318 and Ounis, Iadh ORCID logoORCID: https://orcid.org/0000-0003-4701-3223 (2024) FusionDTI: Fine-grained Binding Discovery with Token-level Fusion for Drug-Target Interaction. 5th AI for Science workshop: Scaling in AI for SCientific Discovery at The 41st International Conference on Machine Learning, Vienna, Austria, 26-27 July 2024. (Accepted for Publication)

This list was generated on Sat Nov 1 01:42:26 2025 GMT.
Jump to: Articles | Conference or Workshop Item | Conference Proceedings
Number of items: 3.

Articles

Meng, Zhaohan, Liu, Siwei, Liang, Shangsong, Jani, Bhautesh ORCID logoORCID: https://orcid.org/0000-0001-7348-514X and Meng, Zaiqiao ORCID logoORCID: https://orcid.org/0000-0001-5374-0318 (2024) Heterogeneous biomedical entity representation learning for gene-disease association prediction. Briefings in Bioinformatics, 25(5), bbae380. (doi: 10.1093/bib/bbae380) (PMID:39154194) (PMCID:PMC11330343)

Conference or Workshop Item

Meng, Zhaohan, Meng, Zaiqiao ORCID logoORCID: https://orcid.org/0000-0001-5374-0318 and Ounis, Iadh ORCID logoORCID: https://orcid.org/0000-0003-4701-3223 (2024) FusionDTI: Fine-grained Binding Discovery with Token-level Fusion for Drug-Target Interaction. 5th AI for Science workshop: Scaling in AI for SCientific Discovery at The 41st International Conference on Machine Learning, Vienna, Austria, 26-27 July 2024. (Accepted for Publication)

Conference Proceedings

Meng, Zhaohan, Meng, Zaiqiao ORCID logoORCID: https://orcid.org/0000-0001-5374-0318, Yuan, Ke ORCID logoORCID: https://orcid.org/0000-0002-2318-1460 and Ounis, Iadh ORCID logoORCID: https://orcid.org/0000-0003-4701-3223 (2025) FusionDTI: Fine-grained Binding Discovery with Token-level Fusion for Drug-Target Interaction. In: 2025 Conference on Empirical Methods in Natural Language Processing (EMNLP 2025), Suzhou, China, 05-09 November 2025, (Accepted for Publication)

This list was generated on Sat Nov 1 01:42:26 2025 GMT.

Supervisors


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