--- title: "Xin Dong · Jimei University — author profile and papers" description: "Xin Dong, Jimei University: 3 papers on Elamur Research (2024–2026), h-index 36 — affiliations, topics, co-authors and who cites them in…" canonical: "https://research.elamur.ai/free/en/authors/xin-dong/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/xin-dong/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Xin Dong # Xin Dong Xin Dong has 3 papers in our library, in 2024–2026, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Information retrieval & search](https://md.research.elamur.ai/free/en/topics/information-retrieval/); often with [Ameya Sunil Mahabaleshwarkar](https://md.research.elamur.ai/free/en/authors/ameya-sunil-mahabaleshwarkar/), [Chris Xing Tian](https://md.research.elamur.ai/free/en/authors/chris-xing-tian/), [Hao Sun](https://md.research.elamur.ai/free/en/authors/hao-sun/). 3 papers in our library · 2024–2026 [OpenAlex](https://openalex.org/A5001402526) · [ORCID](https://orcid.org/0009-0000-8667-322X) · [**h-index 36**](https://openalex.org/authors/A5001402526) · [149 works](https://openalex.org/works?filter=author.id:A5001402526) · [7,426 citations](https://openalex.org/works?filter=author.id:A5001402526&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 3 works in our library](https://md.research.elamur.ai/free/en/authors/xin-dong/#papers) · [🔗 Cited 82 times in our library](https://md.research.elamur.ai/free/en/authors/xin-dong/cited-by/) · [⭐ Paper Stars ranking: #7525](https://md.research.elamur.ai/free/en/paper-stars/page/76/#star-7525) 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=Xin+Dong) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Xin+Dong) · [dblp](https://dblp.org/search?q=Xin+Dong) · [ACL Anthology](https://aclanthology.org/search/?q=Xin+Dong) ## Affiliations [🎓**Jimei University** Xiamen · China 2025–2026 · 2 papers*current*](https://ror.org/03hknyb50) · [🏢**Amazon** Seattle · United States 2016–2025 · 26 papers](https://md.research.elamur.ai/free/en/companies/amazon/) · [🏢**AT&T** Bedminster · United States 2008–2012 · 24 papers](https://md.research.elamur.ai/free/en/companies/at-t/) · [🏢**Google** Mountain View · United States 2013–2017 · 23 papers](https://md.research.elamur.ai/free/en/companies/google/) · [🎓**University of Washington** Seattle · United States 2003–2007 · 10 papers](https://md.research.elamur.ai/free/en/universities/university-of-washington/) · [🏥**Chinese PLA General Hospital** Beijing · China 2008–2012 · 6 papers](https://ror.org/04gw3ra78) · [🎓**Beijing Jiaotong University** Beijing · China 2021–2025 · 4 papers](https://md.research.elamur.ai/free/en/universities/beijing-jiaotong-university/) · [🏢**ByteDance** Beijing · China 2023–2025 · 3 papers](https://md.research.elamur.ai/free/en/companies/bytedance/) · [🎓**Georgia Institute of Technology** Atlanta · United States 2018–2024 · 3 papers](https://md.research.elamur.ai/free/en/universities/georgia-institute-of-technology/) · [🏢**Meta** Menlo Park · United States 2022–2023 · 3 papers](https://md.research.elamur.ai/free/en/companies/meta/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 28 more institutions on single bylines are not listed. ## 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 · 3 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [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/) · [Language and Linguistics · 3 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 2 Research subjects and languages the work is about.[Language models & pretraining · 2 works](https://md.research.elamur.ai/free/en/topics/language-models/) · [Information retrieval & search · 1 work](https://md.research.elamur.ai/free/en/topics/information-retrieval/) ## Works by year ### 2020s [**2026** 1 paper](https://md.research.elamur.ai/free/en/authors/xin-dong/year/2026/) · [**2025** 1 paper](https://md.research.elamur.ai/free/en/authors/xin-dong/year/2025/) · [**2024** 1 paper](https://md.research.elamur.ai/free/en/authors/xin-dong/year/2024/) ## Papers The most cited first (OpenAlex and our library). 1. **[Hymba: A Hybrid-head Architecture for Small Language Models](https://md.research.elamur.ai/free/en/papers/dong-2024-hymba-hybrid-head-architecture-small/)** *(2024 · 50 citations)* Small language models must balance accuracy against memory and speed. Transformers recall context well, but their compute cost and KV cache grow quickly with sequence length. State space models such as Mamba run cheaply but recall poorly. Earlier hybrids stacked the two layer types one after another, so a weak layer… 2. **[Unraveling the Mechanics of Learning-Based Demonstration Selection for In-Context Learning](https://md.research.elamur.ai/free/en/papers/liu-2025-unraveling-mechanics-learning-based-demonstration/)** *(2025 · 11 citations)* Retrievers trained to pick in-context learning demonstrations, such as EPR, beat simple heuristics like BM25 or off-the-shelf embeddings. 3. **[IPS: In-Prompt Process Supervision for Short Video Content Moderation](https://md.research.elamur.ai/free/en/papers/liu-2026-ips-prompt-process-supervision-short/)** *(2026)* Content moderation of short videos depends on detailed, policy-specific criteria. General multimodal LLMs grasp overall video meaning but often miss these details when fine-tuned end-to-end on final verdicts only. The TikTok authors propose IPS (In-Prompt Process Supervision), which exploits a by-product of human… ## Co-authors here 12 of 15 co-authors with a page, the most papers together first. - [Ameya Sunil Mahabaleshwarkar](https://md.research.elamur.ai/free/en/authors/ameya-sunil-mahabaleshwarkar/) - [Chris Xing Tian](https://md.research.elamur.ai/free/en/authors/chris-xing-tian/) - [Hao Sun](https://md.research.elamur.ai/free/en/authors/hao-sun/) - [Haoliang Li](https://md.research.elamur.ai/free/en/authors/haoliang-li/) - [Hongwei Wang](https://md.research.elamur.ai/free/en/authors/hongwei-wang/) - [Hui Liu](https://md.research.elamur.ai/free/en/authors/hui-liu/) - [Jan Kautz](https://md.research.elamur.ai/free/en/authors/jan-kautz/) - [Shizhe Diao](https://md.research.elamur.ai/free/en/authors/shizhe-diao/) - [Wenya Wang](https://md.research.elamur.ai/free/en/authors/wenya-wang/) - [Yang Song](https://md.research.elamur.ai/free/en/authors/yang-song/) - [Yingyan Celine Lin](https://md.research.elamur.ai/free/en/authors/yingyan-celine-lin/) - [Yonggan Fu](https://md.research.elamur.ai/free/en/authors/yonggan-fu/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/) ×2: [ACL 2026](https://md.research.elamur.ai/free/en/venues/acl/2026/), [ACL 2025](https://md.research.elamur.ai/free/en/venues/acl/2025/) - [Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)](https://md.research.elamur.ai/free/en/venues/naacl/) ## Cited by Papers of our library cite their works 82 times (of the 149,439 papers whose bibliographies we read); [15 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/xin-dong/cited-by/). Updated 1 November 2026