diff --git a/doc/CITATIONS.md b/doc/CITATIONS.md
index 6a090f2..3929f89 100644
--- a/doc/CITATIONS.md
+++ b/doc/CITATIONS.md
@@ -28,6 +28,8 @@ BLIP/BLIP2 [blip paper](https://arxiv.org/abs/2201.12086) - [blip2 github (LAVIS
 
 Kosmos-2 [paper](https://arxiv.org/abs/2306.14824) - [Github](https://github.com/microsoft/unilm/tree/master/kosmos-2) - [Huggingface](https://huggingface.co/microsoft/kosmos-2-patch14-224)
 
+Cog-VLM [paper](https://arxiv.org/abs/2311.03079) - [Github](https://github.com/THUDM/CogVLM) - [Huggingface](https://huggingface.co/THUDM/cogvlm-chat-hf)
+
 
 ### Optimizers
 
@@ -37,4 +39,4 @@ Adam [paper](https://arxiv.org/abs/1412.6980)
 
 D-Adaptation [paper](https://arxiv.org/abs/2301.07733) - [github](https://github.com/facebookresearch/dadaptation)
 
-DoWG [paper](https://arxiv.org/abs/2305.16284)
\ No newline at end of file
+DoWG [paper](https://arxiv.org/abs/2305.16284)