Update README.md

README.md

@@ -3,8 +3,8 @@ license: apache-2.0
 ---
 
 ## Resources
-- [arXiv: Paper](https://arxiv.org/abs/)
-- [GitHub: Code](https://github.com/tang-bd/fusedit)
+- [arXiv: Paper](https://arxiv.org/pdf/2505.10046)
+- [GitHub: Code](https://github.com/tang-bd/fuse-dit)
 
 ## Quick Start
 You can use `FuseDiTPipeline` in our codebase to run the model:
@@ -27,13 +27,10 @@ image.save("test.png")
 ## Citation
 
 ```bibtex
-@misc{li2025sciencet2iaddressingscientificillusions,
-  title={Science-T2I: Addressing Scientific Illusions in Image Synthesis}, 
-  author={Jialuo Li and Wenhao Chai and Xingyu Fu and Haiyang Xu and Saining Xie},
-  year={2025},
-  eprint={2504.13129},
-  archivePrefix={arXiv},
-  primaryClass={cs.CV},
-  url={https://arxiv.org/abs/2504.13129}, 
+@article{tang2025exploringdeepfusion,
+    title={Exploring the Deep Fusion of Large Language Models and Diffusion Transformers for Text-to-Image Synthesis}, 
+    author={Bingda Tang and Boyang Zheng and Xichen Pan and Sayak Paul and Saining Xie},
+    year={2025},
+    journal={arXiv preprint arXiv:2505.10046}, 
 }
 ```