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@@ -134,10 +134,9 @@ Please refer to the original sources of each sub-dataset for their respective li
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  ## Citation
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  ```bibtex
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- @article{xiong2025long,
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- title={Long-Context Modeling with Dynamic Hierarchical Sparse Attention for On-Device LLMs},
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  author={Xiong, Siheng and Zou, Joe and Fekri, Faramarz and Cho, Yae Jee},
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- journal={arXiv preprint arXiv:2510.24606},
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- year={2025}
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  }
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  ```
 
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  ## Citation
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  ```bibtex
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+ @inproceedings{xionglong,
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+ title={Long-Context Modeling with Dynamic Hierarchical Sparse Attention for Memory-Constrained LLM Inference},
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  author={Xiong, Siheng and Zou, Joe and Fekri, Faramarz and Cho, Yae Jee},
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+ booktitle={Forty-third International Conference on Machine Learning}
 
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  }
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  ```