--- title: "Siyu Ding — author profile and papers — Elamur Research" description: "Siyu Ding, Wuhan Polytechnic University: 3 papers on Elamur Research (2020–2021), h-index 15 — affiliations, topics, co-authors and who…" canonical: "https://research.elamur.ai/free/en/authors/siyu-ding/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/siyu-ding/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Siyu Ding # Siyu Ding Siyu Ding has 3 papers in our library, in 2020–2021, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/); often with [Junyuan Shang](https://md.research.elamur.ai/free/en/authors/junyuan-shang/), [Shuohuan Wang](https://md.research.elamur.ai/free/en/authors/shuohuan-wang/), [Yu Sun](https://md.research.elamur.ai/free/en/authors/yu-sun/). 3 papers in our library · 2020–2021 [OpenAlex](https://openalex.org/A5089094092) · [ORCID](https://orcid.org/0000-0002-5143-8059) · [**h-index 15**](https://openalex.org/authors/A5089094092) · [65 works](https://openalex.org/works?filter=author.id:A5089094092) · [979 citations](https://openalex.org/works?filter=author.id:A5089094092&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 3 works in our library](https://md.research.elamur.ai/free/en/authors/siyu-ding/#papers) · [🔗 Cited 189 times in our library](https://md.research.elamur.ai/free/en/authors/siyu-ding/cited-by/) · [⭐ Paper Stars ranking: #4224](https://md.research.elamur.ai/free/en/paper-stars/page/43/#star-4224) 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=Siyu+Ding) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Siyu+Ding) · [dblp](https://dblp.org/search?q=Siyu+Ding) · [ACL Anthology](https://aclanthology.org/search/?q=Siyu+Ding) ## Affiliations [🎓**Tsinghua University** Beijing · China 2020–2026 · 24 papers*current*](https://md.research.elamur.ai/free/en/universities/tsinghua-university/) · [🎓**Wuhan Polytechnic University** Wuhan · China 2023–2026 · 14 papers*current*](https://ror.org/05w0e5j23) · [🎓**Keyi College of Zhejiang Sci-Tech University** Shaoxing · China 2026 · 1 paper*current*](https://ror.org/05ngygk78) · [🎓**Kyushu University** Fukuoka · Japan 2020–2022 · 6 papers](https://md.research.elamur.ai/free/en/universities/kyushu-university/) · [🏢**Baidu** Beijing · China 2020–2022 · 4 papers](https://md.research.elamur.ai/free/en/companies/baidu/) · [🎓**Zhejiang University of Technology** Hangzhou · China 2021–2022 · 3 papers](https://md.research.elamur.ai/free/en/universities/zhejiang-university-of-technology/) · [🔬**State Key Laboratory of Advanced Technology For Materials Synthesis and Processing** Wuhan 2018 · 2 papers](https://ror.org/05njhbf68) · [🎓**Wuhan University of Technology** Wuhan · China 2018 · 2 papers](https://md.research.elamur.ai/free/en/universities/wuhan-university-of-technology/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 5 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).[Arts and Humanities · 3 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Artificial Intelligence · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Computer Vision and Pattern Recognition · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) · [Language and Linguistics · 3 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) 🧭 Topics 1 Research subjects and languages the work is about.[Language models & pretraining · 2 works](https://md.research.elamur.ai/free/en/topics/language-models/) ## Works by year ### 2020s [**2021** 2 papers](https://md.research.elamur.ai/free/en/authors/siyu-ding/year/2021/) · [**2020** 1 paper](https://md.research.elamur.ai/free/en/authors/siyu-ding/year/2020/) ## Papers The most cited first (OpenAlex and our library). 1. **[ERNIE 3.0: Large-scale Knowledge Enhanced Pre-training for Language Understanding and Generation](https://md.research.elamur.ai/free/en/papers/sun-2021-ernie-3-0-large/)** *(2021 · 332 citations)* Most very large language models, such as GPT-3, learn only from raw text and are trained auto-regressively. 2. **[ERNIE 3.0 Titan: Exploring Larger-scale Knowledge Enhanced Pre-training for Language Understanding and Generation](https://md.research.elamur.ai/free/en/papers/wang-2021-ernie-3-0-titan/)** *(2021 · 63 citations)* Very large language models such as GPT-3 show that scale pays off. However, most are trained on plain text only, and their outputs are hard to steer or verify against real-world facts. This work scales up the knowledge-enhanced ERNIE 3.0 framework, which combines auto-encoding and auto-regressive networks and learns… 3. **[ERNIE-Doc: A Retrospective Long-Document Modeling Transformer](https://md.research.elamur.ai/free/en/papers/ding-2020-ernie-doc-retrospective-long/)** *(2020 · 27 citations)* Standard Transformers struggle with long documents because self-attention cost grows quadratically with input length. ## Co-authors here 12 of 15 co-authors with a page, the most papers together first. - [Junyuan Shang](https://md.research.elamur.ai/free/en/authors/junyuan-shang/) ×3 - [Shuohuan Wang](https://md.research.elamur.ai/free/en/authors/shuohuan-wang/) ×3 - [Yu Sun](https://md.research.elamur.ai/free/en/authors/yu-sun/) ×3 - [Chao Pang](https://md.research.elamur.ai/free/en/authors/chao-pang/) ×2 - [Jiaxiang Liu](https://md.research.elamur.ai/free/en/authors/jiaxiang-liu/) ×2 - [Shikun Feng](https://md.research.elamur.ai/free/en/authors/shikun-feng/) ×2 - [Xuyi Chen](https://md.research.elamur.ai/free/en/authors/xuyi-chen/) ×2 - [Yanbin Zhao](https://md.research.elamur.ai/free/en/authors/yanbin-zhao/) ×2 - [Zhihua Wu](https://md.research.elamur.ai/free/en/authors/zhihua-wu/) ×2 - [Haifeng Wang](https://md.research.elamur.ai/free/en/authors/haifeng-wang/) - [Hao Tian](https://md.research.elamur.ai/free/en/authors/hao-tian/) - [Hua Ren Wu](https://md.research.elamur.ai/free/en/authors/hua-ren-wu/) ## Cited by Papers of our library cite their works 189 times (of the 149,439 papers whose bibliographies we read); [30 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/siyu-ding/cited-by/). Updated 30 October 2026