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README.md

@@ -63,6 +63,20 @@ result.save("generated_skin.png")
 - The included custom pipeline matches the training token order and is recommended for inference.
 - The model is large; use a high-memory GPU for practical inference speed.
 
+## Citation
+
+If you use BLOCKv0.5 or results derived from this model, please cite:
+
+```bibtex
+@article{guo2026block,
+  title={BLOCK: An Open-Source Bi-Stage MLLM Character-to-Skin Pipeline for Minecraft},
+  author={Guo, Hengquan},
+  journal={arXiv preprint arXiv:2603.03964},
+  year={2026},
+  url={http://arxiv.org/abs/2603.03964}
+}
+```
+
 ## Dependencies
 
 - diffusers