--- title: "Si-Qing Chen — author profile and papers — Elamur Research" description: "Si-Qing Chen, Microsoft: 2 papers on Elamur Research (2023–2026), h-index 15 — affiliations, topics, co-authors and who cites them in our library." canonical: "https://research.elamur.ai/free/en/authors/si-qing-chen/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/si-qing-chen/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Si-Qing Chen # Si-Qing Chen Si-Qing Chen has 2 papers in our library, in 2023–2026, most of them on [Information retrieval & search](https://md.research.elamur.ai/free/en/topics/information-retrieval/), [Efficient models & compression](https://md.research.elamur.ai/free/en/topics/efficient-models/); often with [Tao Ge](https://md.research.elamur.ai/free/en/authors/tao-ge/), [Baolin Peng](https://md.research.elamur.ai/free/en/authors/baolin-peng/), [Furu Wei](https://md.research.elamur.ai/free/en/authors/furu-wei/). 2 papers in our library · 2023–2026 [OpenAlex](https://openalex.org/A5107977473) · [ORCID](https://orcid.org/0000-0001-8530-4174) · [**h-index 15**](https://openalex.org/authors/A5107977473) · [148 works](https://openalex.org/works?filter=author.id:A5107977473) · [957 citations](https://openalex.org/works?filter=author.id:A5107977473&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/si-qing-chen/#papers) · [🔗 Cited 229 times in our library](https://md.research.elamur.ai/free/en/authors/si-qing-chen/cited-by/) · [3 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #6790](https://md.research.elamur.ai/free/en/paper-stars/page/68/#star-6790) 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=Si-Qing+Chen) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Si-Qing+Chen) · [dblp](https://dblp.org/search?q=Si-Qing+Chen) · [ACL Anthology](https://aclanthology.org/search/?q=Si-Qing+Chen) ## Affiliations [🏢**Microsoft** Redmond · United States 2023–2026 · 13 papers*current*](https://md.research.elamur.ai/free/en/companies/microsoft/) · [🎓**The University of Melbourne** Melbourne · Australia 2008–2026 · 8 papersEmployment since 2008 · Senior Lecturer, Architecture, Building and Planning*current*](https://md.research.elamur.ai/free/en/universities/the-university-of-melbourne/) · [🤝**Chinese Academy of Fishery Sciences** Beijing · China 2007–2024 · 25 papers](https://ror.org/02bwk9n38) · [🔬**Yellow Sea Fisheries Research Institute** Shandong · China 2007–2024 · 25 papers](https://ror.org/0578w5a44) · [🎓**Harbin Engineering University** Harbin · China 2019–2023 · 11 papers](https://md.research.elamur.ai/free/en/universities/harbin-engineering-university/) · [🔬**Qingdao National Laboratory for Marine Science and Technology** Qingdao · China 2018–2022 · 9 papers](https://ror.org/026sv7t11) · [🏛️**Chinese Academy of Sciences** Beijing · China 2003–2004 · 7 papers](https://md.research.elamur.ai/free/en/government/chinese-academy-of-sciences/) · [🔬**Institute of Geographic Sciences and Natural Resources Research** Beijing · China 2004 · 6 papers](https://ror.org/04t1cdb72) · [🎓**Nanjing University of Chinese Medicine** Nanjing · China 2023–2025 · 5 papers](https://ror.org/04523zj19) · [🎓**Taiyuan University of Technology** Taiyuan · China 2023–2024 · 3 papers](https://ror.org/03kv08d37) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 21 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).[Artificial Intelligence · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Arts and Humanities · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Language and Linguistics · 2 works](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.[Efficient models & compression · 1 work](https://md.research.elamur.ai/free/en/topics/efficient-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/si-qing-chen/year/2026/) · [**2023** 1 paper](https://md.research.elamur.ai/free/en/authors/si-qing-chen/year/2023/) ## Papers The most cited first (OpenAlex and our library). 1. **[Speculative Decoding: Exploiting Speculative Execution for Accelerating Seq2seq Generation](https://md.research.elamur.ai/free/en/papers/xia-2023-speculative-decoding-exploiting-speculative-execution/)** *(2023 · 103 citations)* Autoregressive (AR) decoding produces one token per step. This leaves GPUs underused and makes Transformer inference slow and costly. The authors revisit the draft-then-verify paradigm, borrowing the concept of speculative execution from computer architecture. A drafter proposes several future tokens cheaply, and the… 2. **[LEDGER: Scaling Agentic Document Editing with Dependency-aware Graph Retrieval](https://md.research.elamur.ai/free/en/papers/wang-2026-ledger-scaling-agentic-document-editing/)** *(2026)* The paper tackles agentic document editing: an AI agent applies localized changes to long, structured documents from high-level instructions. ## All works 5 works of theirs in our library, the most cited first; 2 with a page here, the others link their original until we summarise them. 1. **[In-context Autoencoder for Context Compression in a Large Language Model ↗](https://arxiv.org/abs/2307.06945) arXiv:2307.06945 · no summary yet**Tao Ge et al.*2023 · 114 citations* 2. **[Speculative Decoding: Exploiting Speculative Execution for Accelerating Seq2seq Generation](https://md.research.elamur.ai/free/en/papers/xia-2023-speculative-decoding-exploiting-speculative-execution/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Heming Xia, Tao Ge, Peiyi Wang, et al.*2023 · 103 citations* 3. **[Synthetic Data (Almost) from Scratch: Generalized Instruction Tuning for Language Models ↗](https://arxiv.org/abs/2402.13064) arXiv:2402.13064 · no summary yet**Haoran Li et al.*2024 · 65 citations* 4. **[LEDGER: Scaling Agentic Document Editing with Dependency-aware Graph Retrieval](https://md.research.elamur.ai/free/en/papers/wang-2026-ledger-scaling-agentic-document-editing/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Hang Wang, Utkarsh Garg, Reza Davari, et al.*2026* 5. **[A User-Centered Evaluation of Spanish Text Simplification ↗](https://arxiv.org/abs/2308.07556) arXiv:2308.07556 · no summary yet**Adrian de Wynter, Anthony Hevia, Si-Qing Chen*2023* ## Co-authors here 8 co-authors with a page, the most papers together first. - [Tao Ge](https://md.research.elamur.ai/free/en/authors/tao-ge/) ×2 - [Baolin Peng](https://md.research.elamur.ai/free/en/authors/baolin-peng/) - [Furu Wei](https://md.research.elamur.ai/free/en/authors/furu-wei/) - [Hang Wang](https://md.research.elamur.ai/free/en/authors/hang-wang/) - [Hao Cheng](https://md.research.elamur.ai/free/en/authors/hao-cheng/) - [Heming Xia](https://md.research.elamur.ai/free/en/authors/heming-xia/) - [Peiyi Wang](https://md.research.elamur.ai/free/en/authors/peiyi-wang/) - [Zhifang Sui](https://md.research.elamur.ai/free/en/authors/zhifang-sui/) ## 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/) ×2: [Findings of the Association for Computational Linguistics 2026](https://md.research.elamur.ai/free/en/venues/findings/2026/), [Findings of the Association for Computational Linguistics 2023](https://md.research.elamur.ai/free/en/venues/findings/2023/) ## Cited by Papers of our library cite their works 229 times (of the 149,439 papers whose bibliographies we read); [55 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/si-qing-chen/cited-by/). Updated 1 November 2026