--- title: "Mingbo Song · Peking University — author profile and papers" description: "Mingbo Song, Peking University: 2 papers on Elamur Research (2023–2026), h-index 1 — affiliations, topics, co-authors and who cites them…" canonical: "https://research.elamur.ai/free/en/authors/mingbo-song/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/mingbo-song/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Mingbo Song # Mingbo Song Mingbo Song has 2 papers in our library, in 2023–2026, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/); often with [Sujian Li](https://md.research.elamur.ai/free/en/authors/sujian-li/), [Chak Tou Leong](https://md.research.elamur.ai/free/en/authors/chak-tou-leong/), [Cheng Li](https://md.research.elamur.ai/free/en/authors/cheng-li/). 2 papers in our library · 2023–2026 [OpenAlex](https://openalex.org/A5130335122) · [**h-index 1**](https://openalex.org/authors/A5130335122) · [1 works](https://openalex.org/works?filter=author.id:A5130335122) · [2 citations](https://openalex.org/works?filter=author.id:A5130335122&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/mingbo-song/#papers) · [🔗 Cited 94 times in our library](https://md.research.elamur.ai/free/en/authors/mingbo-song/cited-by/) · [⭐ Paper Stars ranking: #7684](https://md.research.elamur.ai/free/en/paper-stars/page/77/#star-7684) 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=Mingbo+Song) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Mingbo+Song) · [dblp](https://dblp.org/search?q=Mingbo+Song) · [ACL Anthology](https://aclanthology.org/search/?q=Mingbo+Song) ## Affiliations [🎓**Peking University** Beijing · China 2026 · 1 paper*current*](https://md.research.elamur.ai/free/en/universities/peking-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).[Arts and Humanities · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Artificial Intelligence · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Language and Linguistics · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Computer Vision and Pattern Recognition · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) 🧭 Topics 1 Research subjects and languages the work is about.[Language models & pretraining · 1 work](https://md.research.elamur.ai/free/en/topics/language-models/) ## Works by year ### 2020s [**2026** 1 paper](https://md.research.elamur.ai/free/en/authors/mingbo-song/year/2026/) · [**2023** 1 paper](https://md.research.elamur.ai/free/en/authors/mingbo-song/year/2023/) ## Papers The most cited first (OpenAlex and our library). 1. **[RestGPT: Connecting Large Language Models with Real-World RESTful APIs](https://md.research.elamur.ai/free/en/papers/song-2023-restgpt-connecting-large-language-models/)** *(2023 · 108 citations)* Most tool-augmented LLMs work with a small set of custom-built tools and struggle with multi-step requests, so they fall short in realistic settings. 2. **[KNN-SSD: Enabling Dynamic Self-Speculative Decoding via Nearest Neighbor Layer Set Optimization](https://md.research.elamur.ai/free/en/papers/song-2026-knn-ssd-enabling-dynamic-self/)** *(2026 · 5 citations)* Self-speculative decoding (Self-SD) speeds up LLM inference by skipping some of the model's own layers to produce draft tokens, which the full model then verifies. ## Co-authors here 12 of 13 co-authors with a page, the most papers together first. - [Sujian Li](https://md.research.elamur.ai/free/en/authors/sujian-li/) ×2 - [Chak Tou Leong](https://md.research.elamur.ai/free/en/authors/chak-tou-leong/) - [Cheng Li](https://md.research.elamur.ai/free/en/authors/cheng-li/) - [Dawei Zhu](https://md.research.elamur.ai/free/en/authors/dawei-zhu/) - [Heming Xia](https://md.research.elamur.ai/free/en/authors/heming-xia/) - [Jun Zhang](https://md.research.elamur.ai/free/en/authors/jun-zhang/) - [Ke Wang](https://md.research.elamur.ai/free/en/authors/ke-wang/) - [Qiancheng Xu](https://md.research.elamur.ai/free/en/authors/qiancheng-xu/) - [Weimin Xiong](https://md.research.elamur.ai/free/en/authors/weimin-xiong/) - [Wenhao Wu](https://md.research.elamur.ai/free/en/authors/wenhao-wu/) - [Wenjie Li](https://md.research.elamur.ai/free/en/authors/wenjie-li/) - [Ye Tian](https://md.research.elamur.ai/free/en/authors/ye-tian/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/): [Findings of the Association for Computational Linguistics 2026](https://md.research.elamur.ai/free/en/venues/findings/2026/) ## Cited by Papers of our library cite their works 94 times (of the 149,439 papers whose bibliographies we read); [29 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/mingbo-song/cited-by/). Updated 31 October 2026