Projects per year
Personal profile
Biography
Dr Chen Li is a new Lab Head at the Monash BDI, where he joins the Cancer and Immunity Programs and the Department of Biochemistry and Molecular Biology.
Supported by an ARC Future Fellowship and an NHMRC Ideas Grant, Dr Li’s lab develops cutting-edge computational and experimental multi-omic approaches—including transcriptomics, proteomics, and immunopeptidomics—to decode the complexities of human diseases and drive innovative therapeutic solutions.
Originally trained as a computer scientist, Dr. Li earned his PhD in 2016 under the supervision of A/Prof Ashley Buckle and Prof Jiangning Song at Monash University. His doctoral research focused on developing bioinformatics algorithms and databases to analyse the relationship between protein structure, function, and disease.
Following his PhD, Dr Li joined the laboratories of Prof Anthony Purcell and Prof Jian Li at Monash BDI as a research bioinformatician, expanding his expertise into proteomics and immunopeptidomics. In 2018, he was awarded the prestigious NHMRC CJ Martin Early Career Fellowship (2018–2022), which enabled him to train at ETH Zurich under renowned Swiss biologist Prof Ruedi Aebersold, a pioneer in proteomics and systems biology. There, he developed pipelines for profiling and predicting protein complexes, their perturbations, and functions using Size Exclusion Chromatography (SEC)-Mass Spectrometry (MS) data. Dr Li returned to Monash BDI to continue his research in cancer immunotherapy, supported by a Cure Cancer Australia research grant (2023).
His lab at Monash BDI now leverages machine learning and bioinformatics to integrate and analyse multi-omic data in biomedical contexts, advancing and facilitating the development of novel immunotherapies.
Research interests
Systems Proteomics; Immunopeptidomics; Cancer; Personalised Medicine; Bioinformatics
Education/Academic qualification
Bioinformatics, PhD, MONASH UNIVERSITY
External positions
Visiting NHMRC CJ Martin Fellow, Eidgenössische Technische Hochschule Zürich (ETH Zürich) (Federal Institute of Technology Zurich)
Mar 2018 → Feb 2020
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 3 Good Health and Well-being
Collaborations and top research areas from the last five years
Projects
- 3 Finished
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The "dark immunopeptidome" as a source of CD8 T cell epitopes in type 1 diabetes
DiLorenzo, T. P. (Primary Chief Investigator (PCI)), Purcell, A. (Chief Investigator (CI)), Illing, P. (Chief Investigator (CI)), Li, C. (Chief Investigator (CI)), Nakayama, M. (Chief Investigator (CI)) & Kent, S. (Chief Investigator (CI))
1/02/23 → 31/01/26
Project: Research
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Investigation and prediction of colorectal cancer neoepitopes and their immunological responses
Li, C. (Primary Chief Investigator (PCI))
1/03/17 → 29/12/17
Project: Research
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Targeting outer membrane vesicles of Gram-negative ‘superbug’ Acinetobacter baumannii: A systems and computational approach
Li, C. (Chief Investigator (CI)), Morris, F. (Chief Investigator (CI)) & Song, J. (Chief Investigator (CI))
2/01/17 → 30/04/18
Project: Research
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AI proteomics: from protein identification to virtual cells
Sun, Y. (Leading Author), A, J., Liu, Z., Sun, R., Qian, L., Payne, S. H., Bittremieux, W., Ralser, M., Li, C., Chen, Y., Dong, Z., Perez-Riverol, Y., Khan, A., Sander, C., Aebersold, R., Vizcaíno, J. A., Krieger, J. R., Yao, J., Han, W. & Zhang, L. & 42 others, , 2026, (Accepted/In press) In: Nature Methods. 13 p.Research output: Contribution to journal › Review Article › Research › peer-review
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Artificial intelligence in antibiotic discovery: Applications, challenges, and future outlook
Xu, J. (Leading Author), Li, C., Wang, X., Peleg, A. Y., Li, F. (Leading Author), Song, J. (Leading Author) & de la Fluente-Nunez, C. (Leading Author), 2026, (Accepted/In press) In: Cell Biomaterials. p. 1-32 32 p., 100445.Research output: Contribution to journal › Review Article › Research › peer-review
Open Access2 Link opens in a new tab Citations (Scopus) -
Comprehensive review and assessment of multi-species splicing variant prediction: task-specific deep learning models and genomic foundation models
Sun, Y. (Leading Author), Wang, X. (Leading Author), Jia, Y., Imoto, S., Li, F. (Leading Author), Li, C. (Leading Author) & Song, J. (Leading Author), May 2026, In: Briefings in Bioinformatics. 27, 3, 22 p., bbag329.Research output: Contribution to journal › Review Article › Research › peer-review
Open Access -
MUSIC-GCN: A Novel Multi-Tasking Pipeline for Analyzing Single-Cell Transcriptomic Data Using Residual Graph Convolution Network
Liu, Y., Wei, G., Wu, J. S., Li, C., Yan, H., Shen, L. C., Gasser, R. B., Song, J., Chen, D. & Yu, D. J., 2025, In: IEEE Transactions on Computational Biology and Bioinformatics. 22, 2, p. 781-789 9 p.Research output: Contribution to journal › Article › Research › peer-review
2 Link opens in a new tab Citations (Scopus) -
scRCA: A Siamese network-based pipeline for annotating cell types using noisy single-cell RNA-seq reference data
Liu, Y., Li, C., Shen, L. C., Yan, H., Wei, G., Gasser, R. B., Hu, X., Song, J. & Yu, D.-J., May 2025, In: Computers in Biology and Medicine. 190, 13 p., 110068.Research output: Contribution to journal › Article › Research › peer-review
Prizes
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2017 Hans Neurath Outstanding Promise Travel Award
Li, C. (Recipient), 2017
Prize: Prize (including medals and awards)
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FAOBMB Young Scientist Prorgam Award
Li, C. (Recipient), Oct 2021
Prize: Prize (including medals and awards)
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Harnessing systems biology by integrating proteomics and immunopeptidomics to understand prostate cancer carcinogenesis, diagnosis and treatment
Li, C. (Recipient), 2018
Prize: Competitive Fellowships
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HUPO 2019 Early Career Research (ECR) Travel Award
Li, C. (Recipient), 27 Jul 2019
Prize: Prize (including medals and awards)
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Briefings in Bioinformatics (Journal)
Li, C. (Peer reviewer)
2017 → …Activity: Publication peer-review and editorial work types › Peer review responsibility
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PLoS ONE (Journal)
Li, C. (Peer reviewer)
2016 → …Activity: Publication peer-review and editorial work types › Peer review responsibility
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International Journal of Antimicrobial Agents (Journal)
Li, C. (Peer reviewer)
2016 → …Activity: Publication peer-review and editorial work types › Peer review responsibility
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BMC Bioinformatics (Journal)
Li, C. (Peer reviewer)
2016 → …Activity: Publication peer-review and editorial work types › Peer review responsibility
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Briefly introducing the laboratories and their research works.
Li, C. (Contributor)
14 Nov 2016Activity: Community Talks, Presentations, Exhibitions and Events › Public event
Press/Media
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Our immune system splices together “Frankenstein Proteins”
2/11/18
1 item of Media coverage
Press/Media: Research
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Bioinformatics tool to unearth new pointers to disease
10/07/18
1 item of Media coverage
Press/Media: Research
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Congratulations to our successful NHMRC Fellows
23/10/17
1 item of Media coverage
Press/Media: Research