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README.md

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+---
+license: mit
+language:
+- en
+---
+
+<h2 align="center"> <b>VideoTemp-o3: Harmonizing Temporal Grounding and Video Understanding in Agentic Thinking-with-Videos</b></h2>
+  
+<div align="center" style="font-size: 15pt">
+
+<a href='https://liuwq-bit.github.io/VideoTemp-o3'><img src='https://img.shields.io/badge/Project-Page-green'></a>
+<a href='https://arxiv.org/abs/2602.07801'><img src='https://img.shields.io/badge/Arxiv-2602.07801-red'></a>
+<a href='https://huggingface.co/Kwai-Keye/VideoTemp-o3'><img src='https://img.shields.io/badge/Model-VideoTemp o3-orange'></a>
+<a href='https://huggingface.co/datasets/Kwai-Keye/VideoTemp-o3'><img src='https://img.shields.io/badge/Dataset-SFT & RL-yellow'></a>
+<a href='https://huggingface.co/datasets/Kwai-Keye/VideoTemp-Bench'><img src='https://img.shields.io/badge/Benchmark-VideoTemp Bench-blue'></a>
+
+</div>
+
+
+## Data Source
+
+| Dataset | Source |
+| --- | --- |
+| NExT-GQA | https://github.com/doc-doc/NExT-GQA |
+| LongVideo-Reason | https://github.com/NVlabs/Long-RL |
+| LongVILA | https://huggingface.co/datasets/LongVILA/longvila_sft_dataset |
+| ScaleLong | https://huggingface.co/datasets/m-a-p/ScaleLong |
+
+
+## Citation
+
+If you find our work useful, please consider citing:
+
+```bibtex
+@article{liu2026videotemp,
+  title={VideoTemp-o3: Harmonizing Temporal Grounding and Video Understanding in Agentic Thinking-with-Videos},
+  author={Liu, Wenqi and Wang, Yunxiao and Ma, Shijie and Liu, Meng and Su, Qile and Zhang, Tianke and Fan, Haonan and Liu, Changyi and Jiang, Kaiyu and Chen, Jiankang and Tang, Kaiyu and Wen, Bin and Yang, Fan and Gao, Tingting and Li, Han and Wei, Yinwei and Song, Xuemeng},
+  journal={arXiv preprint arXiv:2602.07801},
+  year={2026}
+}
+```

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