Author

Roger Wang

The University of Sydney

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 Neuroscience· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 2 Assay:protein sequence· 2 Approach:statistical model· 2 Approach:deep learning· 1 Approach:experimental assay· 1 Organism:mouse· 1 Research Focus:protein design· 1 Research Focus:sequence-to-function modeling· 1

Frequent Co-Authors

Kevin JiniD· 2 shared Lurong PaniD· 2 shared A. BerndtiD· 1 shared Abbey Livermore· 1 shared Cesar Moreno· 1 shared Elena E. BagleyiD· 1 shared Emilie Hartvig· 1 shared G. Gregory NeelyiD· 1 shared

Activity by Year

2026-2026 · peak 3/yr

Co-Author Collaboration Network

10 top collaborators · 29 mutual co-author links

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2 shared papersBioinformatics

Kevin JinORCID

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Author profile →

3 papers

Recent·Most cited

AINN-Express: A Leakage-Aware, Sequence-Only Predictor of VHH Antibody Expression Built on the AINN-P1 Protein Foundation Model

Roger Wang, Kevin Jin, Lurong Pan

AINN-Express predicts VHH antibody expression using only sequence data, achieving high ROC-AUC scores in both known and new programs without requiring structural data or task-specific training.

bioRxiv · Jul 24, 2026 · PreprintBioinformatics

Enkephalin constrains fear learning via volume transmission to the lateral amygdala

Roger Wang, Joanna Oi-Yue Yau, Muskaan Kalra, Sophia Gilchrist, Abbey Livermore, Gabrielle C. Gregoriou, Merle Schennink, Cesar Moreno, Rakulan Santhakumar, Neda Rafiei, Zian Hao, Julianne Estrella, Thea Thomsen, Emilie Hartvig, Maria Capertonova, , Elena E. Bagley

This study shows that enkephalin released in the amygdala during fear learning suppresses dopamine release, thereby constraining fear memory formation.

bioRxiv · Jul 23, 2026 · PreprintNeuroscience

Frozen Protein Foundation-Model Embeddings Improve Antibody-Antigen ΔΔG Ranking

Roger Wang, Kevin Jin, Lurong Pan

The paper shows that frozen embeddings from a protein foundation model outperform a task-specific model in ranking antibody-antigen pairs by binding affinity.

bioRxiv · Jul 14, 2026 · PreprintBioinformatics