UloRL:An Ultra-Long Output Reinforcement Learning Approach for Advancing Large Language Models' Reasoning Abilities.

Dong Du Dong Du 0001 Tsinghua University, Department of Mechanical Engineering, Beijing, China https://orcid.org/0000-0003-4098-7025 https://ieeexplore.ieee.org/author/37087443568 Dong Du 0002 University of Science and Technology of China, Hefei, China City University of Hong Kong, School of Creative Media, Hong Kong https://orcid.org/0000-0001-5481-389X https://ieeexplore.ieee.org/author/37087232473 Dong Du 0003 Shanghai Jiao Tong University, School of Software, China https://dongd.info/ https://orcid.org/0000-0002-7945-8430 https://www.wikidata.org/entity/Q131023020

Dong Du Shulin Liu Tao Yang Shaohua Chen Yang Li UloRL:An Ultra-Long Output Reinforcement Learning Approach for Advancing Large Language Models' Reasoning Abilities. 2025 July abs/2507.19766 CoRR https://doi.org/10.48550/arXiv.2507.19766 db/journals/corr/corr2507.html#abs-2507-19766 streams/journals/corr

Shulin Liu Dong Du Tao Yang Yang Li Boyu Qiu MarsRL: Advancing Multi-Agent Reasoning System via Reinforcement Learning with Agentic Pipeline Parallelism. 2025 November abs/2511.11373 CoRR https://doi.org/10.48550/arXiv.2511.11373 db/journals/corr/corr2511.html#abs-2511-11373 streams/journals/corr

Yue Sun Dong Du Kunlun Wu Luyao Zhang Yifan Chen Nanoswimmers statistical mechanics: Unlocking whole-blood viscosity sensing for tumor microenvironment. 109160 2024 183 Comput. Biol. Medicine https://doi.org/10.1016/j.compbiomed.2024.109160 db/journals/cbm/cbm183.html#SunDWZC24 streams/journals/cbm

Heng Yu Xiang Liu Guoping Cai Xu-Bin Zhou Dong Du Active vibration control of a large space telescope based on H∞ control with unilateral and constrained input. 107029 2024 361 J. Frankl. Inst. 12 https://doi.org/10.1016/j.jfranklin.2024.107029 db/journals/jfi/jfi361.html#YuLCZD24 streams/journals/jfi

Yang Li Dong Du Linfeng Song Chen Li Weikang Wang Tao Yang Haitao Mi HUNYUANPROVER: A Scalable Data Synthesis Framework and Guided Tree Search for Automated Theorem Proving. 2024 abs/2412.20735 CoRR https://doi.org/10.48550/arXiv.2412.20735 db/journals/corr/corr2412.html#abs-2412-20735 streams/journals/corr

Kuai Li Chen Chen Tao Yang 0046 Tianming Du Peijie Yu Dong Du Feng Zhang Type Enhanced BERT for Correcting NER Errors. 7124-7131 2023 ACL (Findings) https://doi.org/10.18653/v1/2023.findings-acl.445 https://aclanthology.org/2023.findings-acl.445 conf/acl/2023f db/conf/acl/acl2023f.html#LiCYDYDZ23

Yuxin Li Zhibin Pan Dong Du Rui Li 0039 Adaptive thresholding HOSVD with rearrangement of tensors for image denoising. 19575-19593 2020 79 Multim. Tools Appl. 27-28 https://doi.org/10.1007/s11042-020-08624-z https://www.wikidata.org/entity/Q114224673 db/journals/mta/mta79.html#LiPDL20

Tao Yang 0046 Dong Du Feng Zhang The TAI System for Trilingual Entity Discovery and Linking Track in TAC KBP 2017. 2017 TAC https://tac.nist.gov/publications/2017/participant.papers/TAC2017.TAI.proceedings.pdf conf/tac/2017 db/conf/tac/tac2017.html#YangDZ17 Xianchao Zhang 0001 Dong Du Xinyue Liu 0002 Wenxin Liang Multiple Feature-Sets Method for Dependency Parsing. 57-62 2014 PAAP https://doi.org/10.1109/PAAP.2014.30 https://doi.ieeecomputersociety.org/10.1109/PAAP.2014.30 conf/paap/2014 db/conf/paap/paap2014.html#ZhangDLL14

Dong Du On Level persistence (Relevant level persistence numbers). 2014 abs/1404.4312 CoRR http://arxiv.org/abs/1404.4312 db/journals/corr/corr1404.html#Du14

Dong Du Contributions to Persistence Theory http://arxiv.org/abs/1210.3092 2012 CoRR abs/1210.3092 db/journals/corr/corr1210.html#abs-1210-3092

Guoping Cai Chen Chen Shaohua Chen Yifan Chen Tianming Du Chen Li Kuai Li Rui Li 0039 Yang Li Yuxin Li Wenxin Liang Shulin Liu Xiang Liu Xinyue Liu 0002 Haitao Mi Zhibin Pan Boyu Qiu Linfeng Song Yue Sun Weikang Wang Kunlun Wu Tao Yang Tao Yang 0046 Heng Yu Peijie Yu Feng Zhang Luyao Zhang Xianchao Zhang 0001 Xu-Bin Zhou