diff --git a/README.md b/README.md
index b108d1e..eb4a1e2 100644
--- a/README.md
+++ b/README.md
@@ -14,6 +14,7 @@
 
 - [📙Awesome SD Inference with Caching](#Caching)
 - [📙Awesome SD Distributed Inference with Multi-GPUs](#Distributed)
+- [📙Other Awesome SD Inference Paper with codes](#Others)
 
 
 ## ©️Citations 
@@ -51,7 +52,6 @@
 |2024.07|🔥[**ElasticCache-LVLM**] Efficient Inference of Vision Instruction-Following Models with Elastic Cache(@Tsinghua University etc)|[[pdf]](https://arxiv.org/pdf/2407.18121)|[[ElasticCache]](https://github.com/liuzuyan/ElasticCache) ![](https://img.shields.io/github/stars/liuzuyan/ElasticCache.svg?style=social)|⭐️ |
 |2024.07| 🔥🔥[**Fast-Forward Caching(DiT)**] FORA: Fast-Forward Caching in Diffusion Transformer Acceleration(@microsoft.com etc) | [[pdf]](https://arxiv.org/pdf/2407.01425) | [[FORA]](https://github.com/prathebaselva/FORA) ![](https://img.shields.io/github/stars/prathebaselva/FORA.svg?style=social)|⭐️⭐️ |
 |2024.07| 🔥🔥[**Faster I2V Generation**] Faster Image2Video Generation: A Closer Look at CLIP Image Embedding’s Impact on Spatio-Temporal Cross-Attentions(@Ashkan Taghipour etc)|[[pdf]](https://arxiv.org/pdf/2407.19205) |⚠️|⭐️⭐️ |
-|2024.06| 🔥[**DiTFastAttn**] DiTFastAttn: Attention Compression for Diffusion Transformer Models(@Zhihang Yuan etc)|[[pdf]](https://arxiv.org/pdf/2406.08552) | [[DiTFastAttn]](https://github.com/thu-nics/DiTFastAttn) ![](https://img.shields.io/github/stars/thu-nics/DiTFastAttn.svg?style=social)|⭐️⭐️ |
 
 ## 📙Awesome SD Distributed Inference with Multi-GPUs
 
@@ -75,6 +75,13 @@
 |2024.06| 🔥🔥[**Clip Parallelism**] Video-Infinity: Distributed Long Video Generation(@nus.edu)|[[pdf]](https://arxiv.org/pdf/2406.16260) | [[Video-Infinity]](https://github.com/Yuanshi9815/Video-Infinity) ![](https://img.shields.io/github/stars/Yuanshi9815/Video-Infinity.svg?style=social)|⭐️⭐️ | 
 |2024.05| 🔥🔥[**FIFO-Diffusion**] FIFO-Diffusion: Generating Infinite Videos from Text without Training(@Seoul National University)|[[pdf]](https://arxiv.org/pdf/2405.11473) |  [[FIFO-Diffusion]](https://github.com/jjihwan/FIFO-Diffusion_public) ![](https://img.shields.io/github/stars/jjihwan/FIFO-Diffusion_public.svg?style=social) |⭐️⭐️ | 
 
+## 📙Other Awesome SD Inference Paper with codes
+<div id="Others"></div>  
+
+|Date|Title|Paper|Code|Recom|
+|:---:|:---:|:---:|:---:|:---:|   
+|2024.06| 🔥[**DiTFastAttn**] DiTFastAttn: Attention Compression for Diffusion Transformer Models(@Zhihang Yuan etc)|[[pdf]](https://arxiv.org/pdf/2406.08552) | [[DiTFastAttn]](https://github.com/thu-nics/DiTFastAttn) ![](https://img.shields.io/github/stars/thu-nics/DiTFastAttn.svg?style=social)|⭐️⭐️ |
+
 ## ©️License  
 
 GNU General Public License v3.0