--- title: "Han Zhang — author profile and papers — Elamur Research" description: "Han Zhang, Georgia Institute of Technology: 2 papers on Elamur Research (2019–2020), h-index 25 — affiliations, topics, co-authors and…" canonical: "https://research.elamur.ai/free/en/authors/han-zhang/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/han-zhang/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Han Zhang # Han Zhang Han Zhang has 2 papers in our library, in 2019–2020, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Text generation](https://md.research.elamur.ai/free/en/topics/text-generation/); often with [Hao Tian](https://md.research.elamur.ai/free/en/authors/hao-tian/), [Hua Wu](https://md.research.elamur.ai/free/en/authors/hua-wu/), [Yu Sun](https://md.research.elamur.ai/free/en/authors/yu-sun/). 2 papers in our library · 2019–2020 [OpenAlex](https://openalex.org/A5100399325) · [ORCID](https://orcid.org/0000-0002-6258-2486) · [**h-index 25**](https://openalex.org/authors/A5100399325) · [100 works](https://openalex.org/works?filter=author.id:A5100399325) · [5,039 citations](https://openalex.org/works?filter=author.id:A5100399325&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/han-zhang/#papers) · [🔗 Cited 366 times in our library](https://md.research.elamur.ai/free/en/authors/han-zhang/cited-by/) · [1 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #2022](https://md.research.elamur.ai/free/en/paper-stars/page/21/#star-2022) 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=Han+Zhang) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Han+Zhang) · [dblp](https://dblp.org/search?q=Han+Zhang) · [ACL Anthology](https://aclanthology.org/search/?q=Han+Zhang) ## Affiliations [🎓**Georgia Institute of Technology** Atlanta · United States 2002–2026 · 43 papers*current*](https://md.research.elamur.ai/free/en/universities/georgia-institute-of-technology/) · [🎓**Hong Kong Baptist University** Hong Kong · China 2025 · 4 papers](https://ror.org/0145fw131) · [🎓**Carnegie Mellon University** Pittsburgh · United States 2024–2025 · 3 papers](https://md.research.elamur.ai/free/en/universities/carnegie-mellon-university/) · [🎓**Zhengzhou University** Zhengzhou · China 2024–2025 · 3 papers](https://md.research.elamur.ai/free/en/universities/zhengzhou-university/) · [🏢**Baidu** Beijing · China 2019–2020 · 3 papers](https://md.research.elamur.ai/free/en/companies/baidu/) · [🎓**Harbin Engineering University** Harbin · China 2024–2025 · 2 papers](https://ror.org/03x80pn82) · [🎓**Fudan University** Shanghai · China 2023 · 2 papers](https://md.research.elamur.ai/free/en/universities/fudan-university/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 28 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 · 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/) · [Artificial Intelligence · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Language and Linguistics · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Computer Vision and Pattern Recognition · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) 🧭 Topics 2 Research subjects and languages the work is about.[Language models & pretraining · 2 works](https://md.research.elamur.ai/free/en/topics/language-models/) · [Text generation · 1 work](https://md.research.elamur.ai/free/en/topics/text-generation/) ## Works by year ### 2020s [**2020** 1 paper Han Zhang's papers of 2020](https://md.research.elamur.ai/free/en/papers/xiao-2020-ernie-gen-enhanced-multi/) ### 2010s [**2019** 1 paper Han Zhang's papers of 2019](https://md.research.elamur.ai/free/en/papers/sun-2019-ernie-enhanced-representation-through-knowledge/) ## Papers The most cited first (OpenAlex and our library). 1. **[ERNIE: Enhanced Representation through Knowledge Integration](https://md.research.elamur.ai/free/en/papers/sun-2019-ernie-enhanced-representation-through-knowledge/)** *(2019 · 958 citations)* Masked language models like BERT hide individual tokens, which for Chinese means single characters. A model can then often fill a gap from neighbouring characters inside the same word or name, without learning how entities relate to each other. ERNIE, developed at Baidu, changes what gets masked instead of adding… 2. **[ERNIE-GEN: An Enhanced Multi-Flow Pre-training and Fine-tuning Framework for Natural Language Generation](https://md.research.elamur.ai/free/en/papers/xiao-2020-ernie-gen-enhanced-multi/)** *(2020 · 163 citations)* ERNIE-GEN, from Baidu, is a sequence-to-sequence framework that covers both pre-training and fine-tuning for text generation tasks. ## All works 3 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. [**ERNIE: Enhanced Representation through Knowledge Integration arXiv:1904.09223**Yu Sun, Shuohuan Wang, Yukun Li, et al.*2019 · 958 citations*](https://md.research.elamur.ai/free/en/papers/sun-2019-ernie-enhanced-representation-through-knowledge/) 2. **[ERNIE-GEN: An Enhanced Multi-Flow Pre-training and Fine-tuning Framework for Natural Language Generation](https://md.research.elamur.ai/free/en/papers/xiao-2020-ernie-gen-enhanced-multi/) [International Joint Conference on Artificial Intelligence](https://md.research.elamur.ai/free/en/venues/international-joint-conference-on-artificial-intelligence/)**Dongling Xiao, Han Zhang, Yukun Li, et al.*2020 · 163 citations* 3. **[ERNIE-Gram: Pre-Training with Explicitly N-Gram Masked Language Modeling for Natural Language Understanding ↗](https://arxiv.org/abs/2010.12148) arXiv:2010.12148 · no summary yet**Dongling Xiao et al.*2020 · 22 citations* ## Co-authors here 8 co-authors with a page, the most papers together first. - [Hao Tian](https://md.research.elamur.ai/free/en/authors/hao-tian/) ×2 - [Hua Wu](https://md.research.elamur.ai/free/en/authors/hua-wu/) ×2 - [Yu Sun](https://md.research.elamur.ai/free/en/authors/yu-sun/) ×2 - [Yukun Li](https://md.research.elamur.ai/free/en/authors/yukun-li/) ×2 - [Haifeng Wang](https://md.research.elamur.ai/free/en/authors/haifeng-wang/) - [Shikun Feng](https://md.research.elamur.ai/free/en/authors/shikun-feng/) - [Shuohuan Wang](https://md.research.elamur.ai/free/en/authors/shuohuan-wang/) - [Xuyi Chen](https://md.research.elamur.ai/free/en/authors/xuyi-chen/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [International Joint Conference on Artificial Intelligence](https://md.research.elamur.ai/free/en/venues/international-joint-conference-on-artificial-intelligence/): [International Joint Conference on Artificial Intelligence 2020](https://md.research.elamur.ai/free/en/venues/international-joint-conference-on-artificial-intelligence/2020/) ## Cited by Papers of our library cite their works 366 times (of the 141,840 papers whose bibliographies we read); [50 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/han-zhang/cited-by/). Updated 24 October 2026