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Shiqing Ma

Shiqing Ma has 2 papers in our library, in 2024–2026, most of them on Language models & pretraining, Reasoning; often with Chunrong Fang, Zhenyu Chen, Jiaming Wang.

2 papers in our library · 2024–2026

OpenAlex · h-index 0 · 4 works · 0 citations OpenAlex, 2026-10-14

📄 2 works in our library · 🔗 Cited 108 times in our library · ⭐ Paper Stars ranking: #7330

The profile is the library's match of the name; two people with one name are not always told apart.

Elsewhere: Google Scholar · Semantic Scholar · dblp · ACL Anthology

 Affiliations

🎓University of Massachusetts AmherstAmherst Center · United States2026 · 4 paperscurrent

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 6The field of science this work belongs to (OpenAlex fields).Computer Science · 2 worksArts and Humanities · 1 workArtificial Intelligence · 2 worksComputer Vision and Pattern Recognition · 1 workLanguage and Linguistics · 1 workInformation Systems · 1 work

🧭 Topics 2Research subjects and languages the work is about.Language models & pretraining · 1 workReasoning · 1 work

 Works by year

2020s

20261 paper20241 paper

 Papers

The most cited first (OpenAlex and our library).

  1. 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 (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.

Venues

Where their works here were published, the most works first, with the editions of those that have a page.

 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 →.

Updated

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