Update README.md

README.md

@@ -43,8 +43,8 @@ library_name: diffusers
 
 ## ✨ News
 
+- [Sep, 2025] We released the paper of SpatialGen!
 - [Aug, 2025] Initial release of SpatialGen-1.0!
-- [Sep, 2025] We release the paper of SpatialGen!
 
 ## 📋 Release Plan
 
@@ -56,10 +56,11 @@ library_name: diffusers
 
 <div align="center">
 
-| **Model**                | **Download**                                                                        |
-| :----------------------: | ----------------------------------------------------------------------------------- |
-| SpatialGen-1.0           | [🤗 HuggingFace](https://huggingface.co/manycore-research/SpatialGen-1.0)           |
-| FLUX.1-Layout-ControlNet | [🤗 HuggingFace](https://huggingface.co/manycore-research/FLUX.1-Layout-ControlNet) |
+| **Model**                 | **Download**                                                                         |
+| :-----------------------: | -------------------------------------------------------------------------------------|
+| SpatialGen-1.0            | [🤗 HuggingFace](https://huggingface.co/manycore-research/SpatialGen-1.0)            |
+| FLUX.1-Layout-ControlNet  | [🤗 HuggingFace](https://huggingface.co/manycore-research/FLUX.1-Layout-ControlNet)  |
+| FLUX.1-Wireframe-dev-lora | [🤗 HuggingFace](https://huggingface.co/manycore-research/FLUX.1-Wireframe-dev-lora) |
 
 </div>
 
@@ -114,10 +115,13 @@ We would like to thank the following projects that made this work possible:
 ## Citation
 
 ```bibtex
-@article{wu2024spatialgen,
-  title={SPATIALGEN: Layout-guided 3D Indoor Scene Generation},
-  author={Zhenqing Wu and Zhenxiong Tan and Guolin Chen and Wenbo Zhao and Xingyi Yang and Xiaofeng Wang and Jianmin Li and Bo Dai and Dahua Lin and Xinchao Wang},
-  journal={arXiv preprint arXiv:2509.14981},
-  year={2025}
+@article{SpatialGen,
+  title         = {SpatialGen: Layout-guided 3D Indoor Scene Generation},
+  author        = {Fang, Chuan and Li, Heng and Liang, Yixu and Zheng, Jia and Mao, Yongsen and Liu, Yuan and Tang, Rui and Zhou, Zihan and Tan, Ping},
+  journal       = {arXiv preprint},
+  year          = {2025},
+  eprint        = {2509.14981},
+  archivePrefix = {arXiv},
+  primaryClass  = {cs.CV}
 }
 ```