Chao Hou

9PUBLICATIONS
18CO-AUTHORS
Semi- and unsupervised learningComputational linguisticsMedical molecular engineering of nucleic acids and proteinsTranslational and applied bioinformaticsCharacterisation of biological macromolecules
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Publications (9)

|Oct 01, 2026
Unsupervised discovery of functional sequence patterns from protein language model with MotifAE.

|Jul 13, 2026
Understanding language model scaling for protein fitness prediction.

|Jan 30, 2026
Expanding the phenotypic spectrum of MECOM-associated syndrome: rare variants are associated with syndromic pulmonary arterial hypertension.

Carrie L Welch, Meriel McEntagart, Shahin Moledina

|Jan 23, 2026
Protein language models trained on biophysical dynamics inform mutation effects.

Chao Hou, Haiqing Zhao, Yufeng Shen

|Nov 24, 2025
MotifAE Reveals Functional Sequence Patterns from Protein Language Model: Unsupervised Discovery and Interpretability Analysis.

Chao Hou, Di Liu, Yufeng Shen

|Aug 08, 2025
Understanding Language Model Scaling on Protein Fitness Prediction.

Chao Hou, Di Liu, Aziz Zafar

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Frequent Collaborators

7 joint publications

Yufeng Shen

2 joint publications

Tingting Li

2 joint publications

Di Liu

1 joint publications

Zhaoming Chen