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@@ -32,10 +32,10 @@ For training and evaluation, please refer to the Code: https://github.com/falons
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  If you find this project useful in your research, please consider cite:
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  ```BibTeX
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- @article{dang2025reinforcing,
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- title={Reinforcing Video Reasoning with Focused Thinking},
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- author={Dang, Jisheng and Wu, Jingze and Wang, Teng and Lin, Xuanhui and Zhu, Nannan and Chen, Hongbo and Zheng, Wei-Shi and Wang, Meng and Chua, Tat-Seng},
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- journal={arXiv preprint arXiv:2505.24718},
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- year={2025}
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  }
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  ```
 
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  If you find this project useful in your research, please consider cite:
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  ```BibTeX
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+ @inproceedings{wu2026videothinker,
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+ title={Beyond Perceptual Shortcuts: Causal-Inspired Debiasing Optimization for Generalizable Video Reasoning in Lightweight MLLMs},
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+ author={Wu, Jingze and Zhang, Quan and Suo, Hongfei and Cai, Zeqiang and Chen, Hongbo},
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+ booktitle={Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
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+ year={2026}
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  }
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  ```