update: select pubs (#359)

* update: select pubs

* update: models

Author: xhd0728

README.md

@@ -298,3 +298,21 @@ If you find this repository helpful for your research, please consider giving us
   </td>
   </tr>
 </table>
+
+## 📖 Publications
+
+### Papers
+
+1. Shi Yu, Chaoyue Tang, Bokai Xu, Junbo Cui, Junhao Ran, Yukun Yan, Zhenghao Liu, Shuo Wang, Xu Han, Zhiyuan Liu, Maosong Sun. (2025) VisRAG: Vision-based Retrieval-augmented Generation on Multi-modality Documents. [arXiv:2410.10594](https://arxiv.org/abs/2410.10594) and [In Proceedings of the Thirteenth International Conference on Learning Representations (ICLR 2025)](https://openreview.net/forum?id=zG459X3Xge).
+
+2. Xinze Li, Sen Mei, Zhenghao Liu, Yukun Yan, Shuo Wang, Shi Yu, Zheni Zeng, Hao Chen, Ge Yu, Zhiyuan Liu, Maosong Sun, Chenyan Xiong. (2025) RAG-DDR: Optimizing Retrieval-Augmented Generation Using Differentiable Data Rewards. [arXiv:2410.13509](https://arxiv.org/abs/2410.13509) and [In Proceedings of the Thirteenth International Conference on Learning Representations (ICLR 2025)](https://openreview.net/forum?id=Pnktu2PBXD).
+
+3. Kunlun Zhu, Yifan Luo, Dingling Xu, Yukun Yan, Zhenghao Liu, Shi Yu, Ruobing Wang, Shuo Wang, Yishan Li, Nan Zhang, Xu Han, Zhiyuan Liu, Maosong Sun. (2025) RAGEval: Scenario Specific RAG Evaluation Dataset Generation Framework. [arXiv:2408.01262](https://arxiv.org/abs/2408.01262) and [In Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (ACL 2025)](https://aclanthology.org/2025.acl-long.418/).
+
+4. Ruobing Wang, Qingfei Zhao, Yukun Yan, Daren Zha, Yuxuan Chen, Shi Yu, Zhenghao Liu, Yixuan Wang, Shuo Wang, Xu Han, Zhiyuan Liu, Maosong Sun. (2025) DeepNote: Note-Centric Deep Retrieval-Augmented Generation. [arXiv:2410.08821](https://arxiv.org/abs/2410.08821) and [In Findings of the Association for Computational Linguistics: EMNLP 2025](https://aclanthology.org/2025.findings-emnlp.1073/).
+
+### Models
+
+1. Yishan Li, Wentong Chen, Yukun Yan, Mingwei Li, Sen Mei, Xiaorong Wang, Kunpeng Liu, Xin Cong, Shuo Wang, Zhong Zhang, Yaxi Lu, Zhenghao Liu, Yankai Lin, Zhiyuan Liu, Maosong Sun. (2026) AgentCPM-Report: Interleaving Drafting and Deepening for Open-Ended Deep Research. [arXiv:2602.06540](https://arxiv.org/abs/2602.06540).
+
+2. OpenBMB. MiniCPM-Embedding-Light. [Hugging Face Model Card](https://huggingface.co/openbmb/MiniCPM-Embedding-Light).