--- title: "Shujian Zhang — author profile and papers — Elamur Research" description: "Shujian Zhang, Jinggangshan University: 2 papers on Elamur Research (2023–2026), h-index 23 — affiliations, topics, co-authors and who…" canonical: "https://research.elamur.ai/free/en/authors/shujian-zhang/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/shujian-zhang/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Shujian Zhang # Shujian Zhang Shujian Zhang has 2 papers in our library, in 2023–2026, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/); often with [Chengyue Gong](https://md.research.elamur.ai/free/en/authors/chengyue-gong/), [Marzyeh Ghassemi](https://md.research.elamur.ai/free/en/authors/marzyeh-ghassemi/), [Mingyuan Zhou](https://md.research.elamur.ai/free/en/authors/mingyuan-zhou/). 2 papers in our library · 2023–2026 [OpenAlex](https://openalex.org/A5056212977) · [ORCID](https://orcid.org/0000-0003-3216-722X) · [**h-index 23**](https://openalex.org/authors/A5056212977) · [219 works](https://openalex.org/works?filter=author.id:A5056212977) · [1,769 citations](https://openalex.org/works?filter=author.id:A5056212977&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/shujian-zhang/#papers) · [🔗 Cited 90 times in our library](https://md.research.elamur.ai/free/en/authors/shujian-zhang/cited-by/) · [3 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #8917](https://md.research.elamur.ai/free/en/paper-stars/page/90/#star-8917) 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=Shujian+Zhang) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Shujian+Zhang) · [dblp](https://dblp.org/search?q=Shujian+Zhang) · [ACL Anthology](https://aclanthology.org/search/?q=Shujian+Zhang) ## Affiliations [🎓**China Academy of Chinese Medical Sciences** Beijing · China 2023–2026 · 16 papers*current*](https://ror.org/042pgcv68) · [🎓**Jinggangshan University** Ji’an · China 2024–2026 · 7 papers*current*](https://ror.org/04exd0a76) · [🎓**Guangdong University of Science and Technology** Dongguan · China 2023–2026 · 5 papers*current*](https://ror.org/022ajrb17) · [🎓**Jilin University** Changchun · China 2019–2026 · 4 papers*current*](https://md.research.elamur.ai/free/en/universities/jilin-university/) · [🎓**Hubei University** Wuhan · China 2026 · 1 paper*current*](https://ror.org/03a60m280) · [🎓**Sun Yat-sen University** Guangzhou · China 2026 · 1 paper*current*](https://md.research.elamur.ai/free/en/universities/sun-yat-sen-university/) · [🎓**The University of Texas at Austin** Austin · United States 2020–2025 · 17 papers](https://md.research.elamur.ai/free/en/universities/the-university-of-texas-at-austin/) · [🎓**Nanjing University of Chinese Medicine** Nanjing · China 2006–2017 · 12 papersEducation 2006–2009 · the 2nd Clinical college](https://ror.org/04523zj19) · [🏥**Tianjin Children's Hospital** Tianjin · China 2017–2025 · 11 papers](https://ror.org/02a0k6s81) · [🎓**Shandong University of Traditional Chinese Medicine** Jinan · China 2019–2023 · 10 papers](https://ror.org/0523y5c19) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 52 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 4 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/) · [Computer Science · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Arts and Humanities · 1 work](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Language and Linguistics · 1 work](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 [**2026** 1 paper](https://md.research.elamur.ai/free/en/authors/shujian-zhang/year/2026/) · [**2023** 1 paper](https://md.research.elamur.ai/free/en/authors/shujian-zhang/year/2023/) ## Papers The most cited first (OpenAlex and our library). 1. **[AutoML-GPT: Automatic Machine Learning with GPT](https://md.research.elamur.ai/free/en/papers/zhang-2023-automl-gpt-automatic-machine-learning/)** *(2023 · 52 citations)* Selecting a model architecture, optimizer and hyperparameters for a new task still takes considerable manual effort. 2. **[SFTMix: Elevating Language Model Instruction Tuning with Mixup Recipe](https://md.research.elamur.ai/free/en/papers/xiao-2026-sftmix-elevating-language-model-instruction/)** *(2026 · 3 citations)* Instruction tuning usually trains LLMs with plain next-token prediction (NTP). Most efforts to improve it focus on building cleaner SFT datasets, which often means filtering with proprietary LLMs or paying human annotators. SFTMix improves the training recipe itself and works on uncurated data. ## 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. **[Knowing More About Questions Can Help: Improving Calibration in Question Answering ↗](https://aclanthology.org/2021.findings-acl.172/) Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021 · no summary yet**Shujian Zhang, Chengyue Gong, Eunsol Choi*2021 · 57 citations* 2. [**AutoML-GPT: Automatic Machine Learning with GPT arXiv:2305.02499**Shujian Zhang, Chengyue Gong, Lemeng Wu, et al.*2023 · 52 citations*](https://md.research.elamur.ai/free/en/papers/zhang-2023-automl-gpt-automatic-machine-learning/) 3. **[Learning with Different Amounts of Annotation: From Zero to Many Labels ↗](https://aclanthology.org/2021.emnlp-main.601/) Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing · no summary yet**Shujian Zhang, Chengyue Gong, Eunsol Choi*2021 · 45 citations* 4. **[Capturing Label Distribution: A Case Study in NLI ↗](https://arxiv.org/abs/2102.06859) arXiv (Cornell University) · no summary yet**Shujian Zhang, Chengyue Gong, Eunsol Choi*2021 · 9 citations* 5. **[SFTMix: Elevating Language Model Instruction Tuning with Mixup Recipe](https://md.research.elamur.ai/free/en/papers/xiao-2026-sftmix-elevating-language-model-instruction/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Yuxin Xiao, Shujian Zhang, Marzyeh Ghassemi, et al.*2026 · 3 citations* ## Co-authors here 5 co-authors with a page, the most papers together first. - [Chengyue Gong](https://md.research.elamur.ai/free/en/authors/chengyue-gong/) - [Marzyeh Ghassemi](https://md.research.elamur.ai/free/en/authors/marzyeh-ghassemi/) - [Mingyuan Zhou](https://md.research.elamur.ai/free/en/authors/mingyuan-zhou/) - [Wenxuan Zhou](https://md.research.elamur.ai/free/en/authors/wenxuan-zhou/) - [Xingchao Liu](https://md.research.elamur.ai/free/en/authors/xingchao-liu/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/): [ACL 2026](https://md.research.elamur.ai/free/en/venues/acl/2026/) - Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021 - Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing ## Cited by Papers of our library cite their works 90 times (of the 149,439 papers whose bibliographies we read); [20 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/shujian-zhang/cited-by/). Updated 2 November 2026