Update README.md

README.md

@@ -137,10 +137,11 @@ bash run.sh --baseline tds --device cuda:0
 ## Citation
 
 ```bibtex
-@article{cao2026td3b,
-  title={TD3B: Transition-Directed Discrete Diffusion for Allosteric Binder Generation},
-  author={Cao, Hanqun and Pal, Aastha and Tang, Sophia and Zhang, Yinuo and Zhang, Jingjie and Heng, Pheng Ann and Chatterjee, Pranam},
-  journal={arXiv preprint arXiv:2605.09810},
+@inproceedings{
+  cao2026tdb,
+  title={{TD3B: Transition-Directed Discrete Diffusion for Allosteric Binder Generation}},
+  author={Hanqun Cao and Aastha Pal and Sophia Tang and Yinuo Zhang and Jingjie Zhang and Pheng-Ann Heng and Pranam Chatterjee},
+  booktitle={Forty-third International Conference on Machine Learning (Spotlight)},
   year={2026}
 }
 ```