diff --git a/_bibliography/pubs.bib b/_bibliography/pubs.bib
index 84d47fda63a4..7bb71c5fe226 100644
--- a/_bibliography/pubs.bib
+++ b/_bibliography/pubs.bib
@@ -1,7 +1,16 @@
 ---
 ---
 
-@string{aps = {American Physical Society,}}
+@article{wang2023exploring,
+  title={Exploring Vision-Language Models for Imbalanced Learning},
+  author={Wang, Yidong and Yu, Zhuohao and Wang, Jindong and Heng, Qiang and Chen, Hao and Ye, Wei and Xie, Rui and Xie, Xing and Zhang, Shikun},
+  journal={International Journal of Computer Vision (IJCV)},
+  year={2023},
+
+  arxiv={https://arxiv.org/abs/2304.01457},
+  code={https://github.com/Imbalance-VLM/Imbalance-VLM},
+  corr={true}
+}
 
 @inproceedings{zhu2023improving,
   title={Improving Generalization of Adversarial Training via Robust Critical Fine-Tuning},
diff --git a/_news/ijcv23.md b/_news/ijcv23.md
new file mode 100644
index 000000000000..5faea515117b
--- /dev/null
+++ b/_news/ijcv23.md
@@ -0,0 +1,7 @@
+---
+layout: post
+date: 2023-07-26
+inline: true
+---
+
+Paper *Exploring Vision-Language Models for Imbalanced Learning* has been accepted by IJCV! [[paper](https://arxiv.org/abs/2304.01457)] [[code](https://github.com/Imbalance-VLM/Imbalance-VLM)]
\ No newline at end of file