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Cheng Peng

Cheng Peng has 2 papers in our library, in 2024–2026, most of them on Language models & pretraining, Reasoning, Efficient models & compression; often with Jimin Huang, Lingfei Qian, Qianqian Xie.

2 papers in our library · 2024–2026

OpenAlex · ORCID · h-index 20 · 95 works · 2,175 citations OpenAlex, 2026-10-14

📄 2 works in our library · 🔗 Cited 44 times in our library · ⭐ Paper Stars ranking: #8237

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 FloridaGainesville · United States2023–2026 · 13 paperscurrent🎓University of Florida HealthGainesville · United States2024–2026 · 4 paperscurrent🎓Xidian UniversityXi'an · China2018–2022 · 11 papers🎓Naval University of EngineeringWuhan · China2009–2023 · 10 papers🎓Peking UniversityBeijing · China2010–2020 · 5 papers🏢MicrosoftRedmond · United States2019–2025 · 4 papers🏢Guangzhou Automobile GroupGuangzhou · China2024–2025 · 3 papers🎓La Trobe UniversityMelbourne · Australia2022–2023 · 3 papers🏛️Chinese Academy of SciencesBeijing · China2016–2025 · 2 papers🎓Huazhong University of Science and TechnologyWuhan · China2014–2023 · 2 papers

From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 29 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 6The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksArts and Humanities · 2 worksComputer Science · 2 worksLanguage and Linguistics · 2 worksHealth Informatics · 1 workMedicine · 1 work

🧭 Topics 3Research subjects and languages the work is about.Efficient models & compression · 1 workLanguage models & pretraining · 1 workReasoning · 1 work

 Works by year

2020s

20261 paper20241 paper

 Papers

The most cited first (OpenAlex and our library).

  1. Me LLaMA: Foundation Large Language Models for Medical Applications (2024 · 33 citations)
    General-domain open LLMs such as LLaMA often lack specialized medical knowledge. Commercial systems like ChatGPT and GPT-4 are closed and hard to customize. Earlier open medical models seldom combined continual pre-training with instruction tuning, rarely drew on clinical notes and were evaluated mostly on QA. The…
  2. Harnessing Negative Signals: Reinforcement Distillation from Teacher Data for LLM Reasoning (2026 · 3 citations)
    Distilling reasoning skills from a large teacher into a small student usually relies on rejection sampling.

 Co-authors here

10 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 44 times (of the 149,439 papers whose bibliographies we read); 6 citing papers with a page here →.

Updated

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