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2020 – today
- 2026
[i6]Daixuan Cheng, Shaohan Huang, Yuxian Gu, Huatong Song, Guoxin Chen, Li Dong, Wayne Xin Zhao, Ji-Rong Wen, Furu Wei:
LLM-in-Sandbox Elicits General Agentic Intelligence. CoRR abs/2601.16206 (2026)- 2025
- [c3]Yiwen Hu, Huatong Song, Jie Chen, Jia Deng, Jiapeng Wang, Kun Zhou, Yutao Zhu, Jinhao Jiang, Zican Dong, Yang Lu, Xu Miao, Xin Zhao, Ji-Rong Wen:
YuLan-Mini: Pushing the Limits of Open Data-efficient Language Model. ACL (1) 2025: 5374-5400 - [c2]Huatong Song, Jinhao Jiang, Wenqing Tian, Zhipeng Chen, Yuhuan Wu, Jiahao Zhao, Yingqian Min, Xin Zhao, Lei Fang, Ji-Rong Wen:
Smart-Searcher: Incentivizing the Dynamic Knowledge Acquisition of LLMs via Reinforcement Learning. EMNLP (Findings) 2025: 13572-13586 - [c1]Shuang Sun, Huatong Song, Yuhao Wang, Ruiyang Ren, Jinhao Jiang, Junjie Zhang, Fei Bai, Jia Deng, Xin Zhao, Zheng Liu, Lei Fang, Zhongyuan Wang, Ji-Rong Wen:
SimpleDeepSearcher: Deep Information Seeking via Web-Powered Reasoning Trajectory Synthesis. EMNLP (Findings) 2025: 13705-13720 - [i5]Huatong Song, Jinhao Jiang, Yingqian Min, Jie Chen, Zhipeng Chen, Wayne Xin Zhao, Lei Fang, Ji-Rong Wen:
R1-Searcher: Incentivizing the Search Capability in LLMs via Reinforcement Learning. CoRR abs/2503.05592 (2025) - [i4]Shuang Sun, Huatong Song, Yuhao Wang, Ruiyang Ren, Jinhao Jiang, Junjie Zhang, Fei Bai, Jia Deng, Wayne Xin Zhao, Zheng Liu, Lei Fang, Zhongyuan Wang, Ji-Rong Wen:
SimpleDeepSearcher: Deep Information Seeking via Web-Powered Reasoning Trajectory Synthesis. CoRR abs/2505.16834 (2025) - [i3]Huatong Song, Jinhao Jiang, Wenqing Tian, Zhipeng Chen, Yuhuan Wu, Jiahao Zhao, Yingqian Min, Wayne Xin Zhao, Lei Fang, Ji-Rong Wen:
R1-Searcher++: Incentivizing the Dynamic Knowledge Acquisition of LLMs via Reinforcement Learning. CoRR abs/2505.17005 (2025) - 2024
- [i2]Yingqian Min, Zhipeng Chen, Jinhao Jiang, Jie Chen, Jia Deng, Yiwen Hu, Yiru Tang, Jiapeng Wang, Xiaoxue Cheng, Huatong Song, Wayne Xin Zhao, Zheng Liu, Zhongyuan Wang, Ji-Rong Wen:
Imitate, Explore, and Self-Improve: A Reproduction Report on Slow-thinking Reasoning Systems. CoRR abs/2412.09413 (2024) - [i1]Yiwen Hu, Huatong Song, Jia Deng, Jiapeng Wang, Jie Chen, Kun Zhou, Yutao Zhu, Jinhao Jiang, Zican Dong, Wayne Xin Zhao, Ji-Rong Wen:
YuLan-Mini: An Open Data-efficient Language Model. CoRR abs/2412.17743 (2024)
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