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@@ -45,12 +45,12 @@ See the [GitHub repository](https://github.com/Xqle/PointLLM-R) for installation
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  ## Citation
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  ```bibtex
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- @inproceedings{chen2026pointllmr,
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- title = {PointLLM-R: Enhancing 3D Point Cloud Reasoning via Chain-of-Thought},
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- author = {Chen, Chaoqi and Xu, Qile and Zhou, Wenjun and Huang, Hui},
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  booktitle = {ACM SIGGRAPH},
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- year = {2026},
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- pages = {}
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  }
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  ```
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  ## Citation
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  ```bibtex
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+ @inproceedings{PointLLM-R26,
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+ title = {PointLLM-R: Enhancing 3D Point Cloud Reasoning via Chain-of-Thought},
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+ author = {Chaoqi Chen and Qile Xu and Wenjun Zhou and Hui Huang},
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  booktitle = {ACM SIGGRAPH},
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+ pages = {190:1--190:12},
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+ year = {2026},
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  }
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  ```
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