--- title: "Shiqing Ma — author profile and papers — Elamur Research" description: "Shiqing Ma, University of Massachusetts Amherst: 2 papers on Elamur Research (2024–2026), h-index 0 — affiliations, topics, co-authors…" canonical: "https://research.elamur.ai/free/en/authors/shiqing-ma/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/shiqing-ma/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Shiqing Ma # Shiqing Ma Shiqing Ma has 2 papers in our library, in 2024–2026, 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 [Chunrong Fang](https://md.research.elamur.ai/free/en/authors/chunrong-fang/), [Zhenyu Chen](https://md.research.elamur.ai/free/en/authors/zhenyu-chen/), [Jiaming Wang](https://md.research.elamur.ai/free/en/authors/jiaming-wang/). 2 papers in our library · 2024–2026 [OpenAlex](https://openalex.org/A5139852787) · [**h-index 0**](https://openalex.org/authors/A5139852787) · [4 works](https://openalex.org/works?filter=author.id:A5139852787) · [0 citations](https://openalex.org/works?filter=author.id:A5139852787&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/shiqing-ma/#papers) · [🔗 Cited 108 times in our library](https://md.research.elamur.ai/free/en/authors/shiqing-ma/cited-by/) · [⭐ Paper Stars ranking: #7330](https://md.research.elamur.ai/free/en/paper-stars/page/74/#star-7330) 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=Shiqing+Ma) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Shiqing+Ma) · [dblp](https://dblp.org/search?q=Shiqing+Ma) · [ACL Anthology](https://aclanthology.org/search/?q=Shiqing+Ma) ## Affiliations [🎓**University of Massachusetts Amherst** Amherst Center · United States 2026 · 4 papers*current*](https://md.research.elamur.ai/free/en/universities/university-of-massachusetts-amherst/) 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 6 The field of science this work belongs to (OpenAlex fields).[Computer Science · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Arts and Humanities · 1 work](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Artificial Intelligence · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Computer Vision and Pattern Recognition · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) · [Language and Linguistics · 1 work](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 [**2026** 1 paper](https://md.research.elamur.ai/free/en/authors/shiqing-ma/year/2026/) · [**2024** 1 paper](https://md.research.elamur.ai/free/en/authors/shiqing-ma/year/2024/) ## Papers The most cited first (OpenAlex and our library). 1. **[Token-Budget-Aware LLM Reasoning](https://md.research.elamur.ai/free/en/papers/han-2024-token-budget-aware-llm-reasoning/)** *(2024 · 136 citations)* Chain-of-Thought prompting improves LLM accuracy, but the long intermediate reasoning it produces raises inference cost and latency. 2. **[Train in Vain: Functionality-Preserving Poisoning to Prevent Unauthorized Use of Code Datasets](https://md.research.elamur.ai/free/en/papers/xiao-2026-train-vain-functionality-preserving-poisoning/)** *(2026)* Public code corpora are often used to fine-tune code LLMs without their authors' consent. Dataset poisoning can discourage this by making such training unprofitable. The only earlier untargeted method for code, CoProtector, has two main weaknesses. Its edits either break compilation or only touch comments, and it… ## Co-authors here 8 co-authors with a page, the most papers together first. - [Chunrong Fang](https://md.research.elamur.ai/free/en/authors/chunrong-fang/) ×2 - [Zhenyu Chen](https://md.research.elamur.ai/free/en/authors/zhenyu-chen/) ×2 - [Jiaming Wang](https://md.research.elamur.ai/free/en/authors/jiaming-wang/) - [Jin Song Dong](https://md.research.elamur.ai/free/en/authors/jin-song-dong/) - [Juan Zhai](https://md.research.elamur.ai/free/en/authors/juan-zhai/) - [Jun Sun](https://md.research.elamur.ai/free/en/authors/jun-sun/) - [Wei Song](https://md.research.elamur.ai/free/en/authors/wei-song/) - [Zhenting Wang](https://md.research.elamur.ai/free/en/authors/zhenting-wang/) ## 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 108 times (of the 149,439 papers whose bibliographies we read); [50 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/shiqing-ma/cited-by/). Updated 2 November 2026