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@@ -7,10 +7,10 @@ Please cite our work using the bibtex below:
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  **BibTeX:**
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  ```
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- @article{su2025learning,
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- title={Learning to Discover Regulatory Elements for Gene Expression Prediction},
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- author={Su, Xingyu and Yu, Haiyang and Zhi, Degui and Ji, Shuiwang},
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- journal={arXiv preprint arXiv:2502.13991},
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  year={2025}
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  }
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  ```
 
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  **BibTeX:**
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  ```
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+ @article{su2025language,
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+ title={Language Models for Controllable DNA Sequence Design},
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+ author={Su, Xingyu and Li, Xiner and Lin, Yuchao and Xie, Ziqian and Zhi, Degui and Ji, Shuiwang},
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+ journal={arXiv preprint arXiv:2507.19523},
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  year={2025}
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  }
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  ```