Elamur Research⌕
☰
home / authors / Siming Chen

Siming Chen

Siming Chen has 2 papers in our library, in 2023–2026, most of them on Language models & pretraining, Efficient models & compression; often with Can Zu, Jie Zhou, Junjie Ye.

2 papers in our library · 2023–2026

OpenAlex · ORCID · Wikidata · h-index 27 · 163 works · 2,546 citations OpenAlex, 2026-10-14

📄 2 works in our library · 🔗 Cited 103 times in our library · ⭐ Paper Stars ranking: #5694

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

🎓Fudan UniversityShanghai · China2020–2026 · 83 paperscurrent🔬Beijing Academy of Agriculture and Forestry SciencesBeijing · China2026 · 1 papercurrent🎓Dalian Maritime UniversityDalian · China2026 · 1 papercurrent🎓Gannan Medical UniversityGanzhou · China2026 · 1 papercurrent🔬National Engineering Research Center for Information Technology in AgricultureBeijing · China2026 · 1 papercurrent🎓Peking UniversityBeijing · China2014–2022 · 20 papers🔬Fraunhofer Institute for Intelligent Analysis and Information SystemsSankt Augustin · Germany2018–2021 · 17 papers🎓University of BonnBonn · Germany2018–2019 · 9 papers🏥Chinese PLA General HospitalBeijing · China2020–2025 · 5 papers🏛️Fraunhofer-GesellschaftMunich · Germany2018–2019 · 3 papers

From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 25 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 5The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksArts and Humanities · 2 worksComputer Science · 2 worksLanguage and Linguistics · 2 worksComputer Vision and Pattern Recognition · 1 work

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

 Works by year

2020s

20261 paper20231 paper

 Papers

The most cited first (OpenAlex and our library).

  1. A Comprehensive Capability Analysis of GPT-3 and GPT-3.5 Series Models (2023 · 283 citations)
    Earlier studies of OpenAI's GPT models mostly compared one model against fine-tuned systems. This paper instead follows how NLU capabilities change across the lineage from GPT-3 to GPT-3.5, and how each training step affects them. The authors test six models: davinci, text-davinci-001, code-davinci-002…
  2. HCSpec: Two-Tier Horizontal Cascade Speculative Decoding for High-Efficiency Large Language Model Inference (2026)
    Speculative decoding makes LLM inference faster: a small drafter guesses several upcoming tokens, and the large target model checks them all in one parallel pass.

 Co-authors here

6 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 103 times (of the 149,439 papers whose bibliographies we read); 24 citing papers with a page here →.

Updated

This page in Markdown → https://md.research.elamur.ai/free/en/authors/siming-chen/