AutoSOTA: An End-to-End Automated Research System for State-of-the-Art AI Model Discovery.

Tianxing Li 0007 Tsinghua University, Department of Electronic Engineering, BNRist, Beijing, China Tianxing Li Tianxing Li 0001 Michigan State University, East Lansing, MI, USA University of Massachusetts Amherst, MA, USA Dartmouth College, NH, USA https://tianxing.me/ https://www.cse.msu.edu/~litianx2/ https://dl.acm.org/profile/83059022557 https://orcid.org/0000-0003-0808-2285 https://www.wikidata.org/entity/Q131115116 Tianxing Li 0002 Beijing University of Technology, Faculty of Information Technology, China University of Tokyo, Japan https://orcid.org/0000-0002-2489-4884 https://www.wikidata.org/entity/Q96166660 Tianxing Li 0003 Air Force Engineering University, Aviation Engineering School, Xi'an, China Northwestern Polytechnical University, School of Automation, Xi'an, China https://ieeexplore.ieee.org/author/37086267439 https://orcid.org/0000-0001-7392-507X https://orcid.org/0009-0003-7174-4840 Tianxing Li 0004 Changchun University of Science and Technology, School of Electronic Information Engineering, China Tianxing Li 0005 ModiFace Inc. Tianxing Li 0006 Institute of Acoustics, China https://orcid.org/0009-0007-0992-4583 Tianxing Li 0008 Jilin University, Changchun, China https://orcid.org/0000-0001-7756-1816

Yu Li 0022 Chenyang Shao Xinyang Liu Ruotong Zhao Peijie Liu 0001 Hongyuan Su Zhibin Chen Qinglong Yang Anjie Xu Yi Fang 0010 Qingbin Zeng Tianxing Li 0007 Jingbo Xu Fengli Xu Yong Li 0008 Tie-Yan Liu AutoSOTA: An End-to-End Automated Research System for State-of-the-Art AI Model Discovery. 2026 April abs/2604.05550 CoRR https://doi.org/10.48550/arXiv.2604.05550 db/journals/corr/corr2604.html#abs-2604-05550 streams/journals/corr

Chenyang Shao Tianxing Li 0007 Chenhao Pu Fengli Xu Yong Li 0008 AgentStealth: Reinforcing Large Language Model for Anonymizing User-generated Text. 2025 June abs/2506.22508 CoRR https://doi.org/10.48550/arXiv.2506.22508 db/journals/corr/corr2506.html#abs-2506-22508 streams/journals/corr

Chenyang Shao Dehao Huang Yu Li 0022 Keyu Zhao Weiquan Lin Yining Zhang Qingbin Zeng Zhiyu Chen Tianxing Li 0007 Yifei Huang Taozhong Wu Xinyang Liu Ruotong Zhao Mengsheng Zhao Jiaoyang Li Xuhua Zhang Yue Wang 0007 Yuanyi Zhen Fengli Xu Yong Li 0008 Tie-Yan Liu OmniScientist: Toward a Co-evolving Ecosystem of Human and AI Scientists. 2025 November abs/2511.16931 CoRR https://doi.org/10.48550/arXiv.2511.16931 db/journals/corr/corr2511.html#abs-2511-16931 streams/journals/corr

Zhibin Chen Zhiyu Chen Yi Fang 0010 Dehao Huang Yifei Huang Jiaoyang Li Yong Li 0008 Yu Li 0022 Weiquan Lin Peijie Liu 0001 Tie-Yan Liu Xinyang Liu Chenhao Pu Chenyang Shao Hongyuan Su Yue Wang 0007 Taozhong Wu Anjie Xu Fengli Xu Jingbo Xu Qinglong Yang Qingbin Zeng Xuhua Zhang Yining Zhang Keyu Zhao Mengsheng Zhao Ruotong Zhao Yuanyi Zhen