--- title: "Huatong Song — author profile and papers — Elamur Research" description: "Huatong Song, Renmin University of China: 3 papers on Elamur Research (2024–2025), h-index 1 — affiliations, topics, co-authors and who…" canonical: "https://research.elamur.ai/free/en/authors/huatong-song/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/huatong-song/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Huatong Song # Huatong Song Huatong Song has 3 papers in our library, in 2024–2025, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Reasoning](https://md.research.elamur.ai/free/en/topics/reasoning/); often with [Jie Chen](https://md.research.elamur.ai/free/en/authors/jie-chen/), [Jinhao Jiang](https://md.research.elamur.ai/free/en/authors/jinhao-jiang/), [Wayne Xin Zhao](https://md.research.elamur.ai/free/en/authors/wayne-xin-zhao/). 3 papers in our library · 2024–2025 [OpenAlex](https://openalex.org/A5123690366) · [**h-index 1**](https://openalex.org/authors/A5123690366) · [11 works](https://openalex.org/works?filter=author.id:A5123690366) · [7 citations](https://openalex.org/works?filter=author.id:A5123690366&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 3 works in our library](https://md.research.elamur.ai/free/en/authors/huatong-song/#papers) · [🔗 Cited 224 times in our library](https://md.research.elamur.ai/free/en/authors/huatong-song/cited-by/) · [⭐ Paper Stars ranking: #6123](https://md.research.elamur.ai/free/en/paper-stars/page/62/#star-6123) The profile is the library's match of the name; two people with one name are not always told apart. Elsewhere: [Google Scholar](https://scholar.google.com/citations?view_op=search_authors&mauthors=Huatong+Song) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Huatong+Song) · [dblp](https://dblp.org/search?q=Huatong+Song) · [ACL Anthology](https://aclanthology.org/search/?q=Huatong+Song) ## Affiliations [🎓**Renmin University of China** Beijing · China 2026 · 6 papers*current*](https://md.research.elamur.ai/free/en/universities/renmin-university-of-china/) · [🎓**Tsinghua University** Beijing · China 2026 · 1 paper*current*](https://md.research.elamur.ai/free/en/universities/tsinghua-university/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. ## Fields, topics and concepts Of its works in our library, with the number of works on each. 📚 Shelves 5 The field of science this work belongs to (OpenAlex fields).[Computer Science · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Artificial Intelligence · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Arts and Humanities · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Language and Linguistics · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Information Systems · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/information-systems/) 🧭 Topics 2 Research subjects and languages the work is about.[Language models & pretraining · 1 work](https://md.research.elamur.ai/free/en/topics/language-models/) · [Reasoning · 1 work](https://md.research.elamur.ai/free/en/topics/reasoning/) ## Works by year ### 2020s [**2025** 2 papers](https://md.research.elamur.ai/free/en/authors/huatong-song/year/2025/) · [**2024** 1 paper](https://md.research.elamur.ai/free/en/authors/huatong-song/year/2024/) ## Papers The most cited first (OpenAlex and our library). 1. **[R1-Searcher: Incentivizing the Search Capability in LLMs via Reinforcement Learning](https://md.research.elamur.ai/free/en/papers/song-2025-r1-searcher-incentivizing-search/)** *(2025 · 141 citations)* Reasoning-oriented LLMs trained with RL perform well on maths and code, but they depend on what they memorised. 2. **[Imitate, Explore, and Self-Improve: A Reproduction Report on Slow-thinking Reasoning Systems](https://md.research.elamur.ai/free/en/papers/min-2024-imitate-explore-self-improve-reproduction/)** *(2024 · 66 citations)* Industrial "slow-thinking" models such as OpenAI's o1 produce long internal reasoning before answering, but their training recipes are not public. 3. **[UI-TARS-2 Technical Report: Advancing GUI Agent with Multi-Turn Reinforcement Learning](https://md.research.elamur.ai/free/en/papers/wang-2025-ui-tars-2-technical/)** *(2025 · 26 citations)* UI-TARS-2 (ByteDance Seed) is a native GUI agent: a single end-to-end policy that perceives, reasons, remembers and acts across desktops, phones, browsers and games. ## Co-authors here 12 of 21 co-authors with a page, the most papers together first. - [Jie Chen](https://md.research.elamur.ai/free/en/authors/jie-chen/) ×2 - [Jinhao Jiang](https://md.research.elamur.ai/free/en/authors/jinhao-jiang/) ×2 - [Wayne Xin Zhao](https://md.research.elamur.ai/free/en/authors/wayne-xin-zhao/) ×2 - [Yingqian Min](https://md.research.elamur.ai/free/en/authors/yingqian-min/) ×2 - [Zhipeng Chen](https://md.research.elamur.ai/free/en/authors/zhipeng-chen/) ×2 - [Haoming Wang](https://md.research.elamur.ai/free/en/authors/haoming-wang/) - [Haoyang Zou](https://md.research.elamur.ai/free/en/authors/haoyang-zou/) - [Ji-Rong Wen](https://md.research.elamur.ai/free/en/authors/ji-rong-wen/) - [Jia Hao Deng](https://md.research.elamur.ai/free/en/authors/jia-hao-deng/) - [Jiapeng Wang](https://md.research.elamur.ai/free/en/authors/jiapeng-wang/) - [Jiazhan Feng](https://md.research.elamur.ai/free/en/authors/jiazhan-feng/) - [Junjie Fang](https://md.research.elamur.ai/free/en/authors/junjie-fang/) ## Cited by Papers of our library cite their works 224 times (of the 149,439 papers whose bibliographies we read); [88 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/huatong-song/cited-by/). Updated 2 November 2026