diff --git a/_pages/publications.md b/_pages/publications.md
index 66065f631f181..06580fd900644 100644
--- a/_pages/publications.md
+++ b/_pages/publications.md
@@ -10,7 +10,7 @@ author_profile: true
## \[2023+\]
* **Cao, X.**, Zhang, S., & Sha, Q.\* (2023+). A novel method for multiple phenotype association studies based on genotype and phenotype network. *Submitted in August 2023*. [bioRxiv](https://doi.org/10.1101/2023.02.23.529687) [software](https://github.com/xueweic/GPN)
-* **Cao, X.**\#, Zhu, L.\#, Liang, X., Zhang, S. & Sha, Q.\* (2023+). Constructing genotype and phenotype network helps reveal disease heritability and phenome-wide association studies. *Submitted in October 2023* [software](https://github.com/xueweic/GPN)
+* **Cao, X.**\#, Zhu, L.\#, Liang, X., Zhang, S. & Sha, Q.\* (2023+). Constructing genotype and phenotype network helps reveal disease heritability and phenome-wide association studies. *Submitted in October 2023*. [software](https://github.com/xueweic/GPN)
* **Cao, X.**\#, Keyak, J.H.\#, Sigurdsson, S., Zhao, C., Zhou, W., Liu, A., Lang, T.F., Deng, H.W., Guðnason, V.\* & Sha, Q.\* (2023+). A New Hip Fracture Risk Index Derived from FEA-Computed Proximal Femur Fracture Loads and Energies-to-Failure. *In revision at Osteoporosis International*. [arXiv](https://arxiv.org/abs/2210.01032)
* Xie, H., **Cao, X.**, Zhang, S. & Sha, Q. (2023+). Joint analysis of multiple phenotypes for extremely unbalanced case-control association studies using multi-layer network. *In revision at Bioinformatics*.
* Zhao, C.\#, Keyak, J.H.\#, **Cao, X.**, Sha, Q., Wu, L., Luo, Z., Zhao, L., Tian, Q., Qiu, C., Su, R., Shen, H., Deng, H.W.\* & Zhou, W.\* (2023+). Multi-view information fusion using multi-view variational autoencoders to predict proximal femoral strength. *In revision at Frontiers in Endocrinology, section Bone Research*. [arXiv](https://arxiv.org/abs/2210.00674)