diff --git a/cdl.bib b/cdl.bib
index a3dc71d..ef75a25 100644
--- a/cdl.bib
+++ b/cdl.bib
@@ -143,7 +143,7 @@ @article{SumeEtal23
 	Volume = {232},
 	Year = {2023}}
 
-@article{ChenEtal24,
+@article{ChenEtal24a,
 	Author = {A M Chen and A Palacci and N V{\'e}lez and R D Hawkins and S J Gershman},
 	Journal = {Cognitive Science},
 	Number = {7},
@@ -53462,3 +53462,92 @@ @article{RazaEtal26
  title = {When are two scores better than one? investigating ensembles of diffusion models},
  year = {2026}
 }
+@article{XieEtal25,
+ author = {Z Xie and J Ye and L Zheng and J Gao and J Dong and Z Wu and X Zhao and S Gong and X Jiang and Z Li and L Kong},
+ journal = {{arXiv}},
+ title = {{Dream-Coder 7B}: an open diffusion language model for code},
+ volume = {doi.org/10.48550/arXiv.2509.01142},
+ year = {2025}
+}
+
+@article{LiuEtal24,
+ author = {A Liu and B Feng and B Xue and B Wang and B Wu and C Lu and C Zhao and C Deng and C Zhang and C Ruan and D Dai and D Guo and D Yang and D Chen and others},
+ journal = {{arXiv}},
+ title = {{DeepSeek-V3} technical report},
+ volume = {doi.org/10.48550/arXiv.2412.19437},
+ year = {2024}
+}
+
+@article{GongEtal25,
+ author = {S Gong and S Agarwal and Y Zhang and J Ye and L Zheng and M Li and C An and P Zhao and W Bi and J Han and H Peng and L Kong},
+ journal = {{arXiv}},
+ title = {Scaling diffusion language models via adaptation from autoregressive models},
+ volume = {doi.org/10.48550/arXiv.2410.17891},
+ year = {2025}
+}
+
+@article{KhanEtal25,
+ author = {S Khanna and S Kharbanda and S Li and H Varma and E Wang and S Birnbaum and Z Luo and Y Miraoui and A Palrecha and S Ermon and A Grover and V Kuleshov},
+ journal = {{arXiv}},
+ title = {Mercury: ultra-fast language models based on diffusion},
+ volume = {doi.org/10.48550/arXiv.2506.17298},
+ year = {2025}
+}
+
+@article{JainEtal24,
+ author = {N Jain and K Han and A Gu and W-D Li and F Yan and T Zhang and S Wang and A Solar-Lezama and K Sen and I Stoica},
+ journal = {{arXiv}},
+ title = {{LiveCodeBench}: holistic and contamination free evaluation of large language models for code},
+ volume = {doi.org/10.48550/arXiv.2403.07974},
+ year = {2024}
+}
+
+@article{YangEtal24,
+ author = {A Yang and B Yang and B Zhang and B Hui and B Zheng and B Yu and C Li and D Liu and F Huang and H Wei and others},
+ journal = {{arXiv}},
+ title = {{Qwen2.5} technical report},
+ volume = {doi.org/10.48550/arXiv.2412.15115},
+ year = {2024}
+}
+
+@article{TangEtal24,
+ author = {Z Tang and J Tang and H Luo and F Wang and T-H Chang},
+ journal = {Proceedings of the 41st International Conference on Machine Learning},
+ pages = {47800--47818},
+ title = {Accelerating parallel sampling of diffusion models},
+ volume = {235},
+ year = {2024}
+}
+
+@article{ChenEtal24b,
+ author = {H Chen and Y Ren and L Ying and G M Rotskoff},
+ journal = {Advances in Neural Information Processing Systems},
+ pages = {126955--126983},
+ title = {Accelerating diffusion models with parallel sampling: inference at sub-linear time complexity},
+ volume = {37},
+ year = {2024}
+}
+
+@article{ChenEtal24c,
+ author = {Z Chen and X Ma and G Fang and Z Tan and X Wang},
+ journal = {Advances in Neural Information Processing Systems},
+ title = {{AsyncDiff}: parallelizing diffusion models by asynchronous denoising},
+ volume = {37},
+ year = {2024}
+}
+
+@article{FangEtal24,
+ author = {J Fang and J Pan and X Sun and A Li and J Wang},
+ journal = {{arXiv}},
+ title = {{xDiT}: an inference engine for diffusion transformers with massive parallelism},
+ volume = {doi.org/10.48550/arXiv.2411.01738},
+ year = {2024}
+}
+
+@article{YangEtal25,
+ author = {W Yang and J Liu and S Wang and X Song and L Ai and E Yang and B Shi},
+ journal = {{arXiv}},
+ title = {{Lattica}: a decentralized cross-{NAT} communication framework for scalable {AI} inference and training},
+ volume = {doi.org/10.48550/arXiv.2510.00183},
+ year = {2025}
+}