diff --git a/publications/logicSyn.bib b/publications/logicSyn.bib
index 33cb3c2..b21f2bc 100644
--- a/publications/logicSyn.bib
+++ b/publications/logicSyn.bib
@@ -115,4 +115,27 @@ @article{10.1145/3560712
   journal    = {ACM Trans. Des. Autom. Electron. Syst.},
   _venue     = {TODAES},
   month      = {mar},
-}
\ No newline at end of file
+}
+
+
+@inproceedings{ICLR25_circuit_transformer,
+  title={Circuit Transformer: A Transformer That Preserves Logical Equivalence},
+  author={Li, Xihan and Li, Xing and Chen, Lei and Zhang, Xing and Yuan, Mingxuan and Wang, Jun},
+  booktitle={The Thirteenth International Conference on Learning Representations},
+  _venue={ICLR},
+  year={2025}, 
+  topic = {Generative Approach},
+  url = {https://openreview.net/forum?id=kpnW12Lm9p},
+  code_url = {https://github.com/snowkylin/circuit-transformer},
+}
+
+@inproceedings{IWLS24_ctrw,
+  title={Logic Synthesis with Generative Deep Neural Networks},
+  author={Li, Xihan and Li, Xing and Chen, Lei and Zhang, Xing and Yuan, Mingxuan and Wang, Jun},
+  booktitle={Proceedings of the 33rd International Workshop on Logic & Synthesis},
+  _venue={IWLS},
+  year={2024}, 
+  topic = {Generative Approach},
+  url = {https://arxiv.org/pdf/2406.04699},
+}
+