--- title: "Yatao Bian — author profile and papers — Elamur Research" description: "Yatao Bian, National University of Singapore: 2 papers on Elamur Research (2023–2026), h-index 19 — affiliations, topics, co-authors and…" canonical: "https://research.elamur.ai/free/en/authors/yatao-bian/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/yatao-bian/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Yatao Bian # Yatao Bian Yatao Bian 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/), [Bias, fairness & safety](https://md.research.elamur.ai/free/en/topics/bias-fairness-safety/); often with [Bingzhe Wu](https://md.research.elamur.ai/free/en/authors/bingzhe-wu/), [Hongru Sun](https://md.research.elamur.ai/free/en/authors/hongru-sun/), [Jun Xu](https://md.research.elamur.ai/free/en/authors/jun-xu/). 2 papers in our library · 2023–2026 [OpenAlex](https://openalex.org/A5045777220) · [ORCID](https://orcid.org/0000-0002-2368-4084) · [Wikidata](https://www.wikidata.org/wiki/Q92188125) · [**h-index 19**](https://openalex.org/authors/A5045777220) · [100 works](https://openalex.org/works?filter=author.id:A5045777220) · [1,440 citations](https://openalex.org/works?filter=author.id:A5045777220&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/yatao-bian/#papers) · [🔗 Cited 73 times in our library](https://md.research.elamur.ai/free/en/authors/yatao-bian/cited-by/) · [2 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #8679](https://md.research.elamur.ai/free/en/paper-stars/page/87/#star-8679) 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=Yatao+Bian) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Yatao+Bian) · [dblp](https://dblp.org/search?q=Yatao+Bian) · [ACL Anthology](https://aclanthology.org/search/?q=Yatao+Bian) ## Affiliations [🎓**National University of Singapore** Singapore · Singapore 2023–2026 · 33 papersEmployment since 2025 · Assistant Professor, Computer Science*current*](https://md.research.elamur.ai/free/en/universities/national-university-of-singapore/) · [🏢**Tencent** Shenzhen · China 2020–2025 · 49 papers](https://md.research.elamur.ai/free/en/companies/tencent/) · [🎓**ETH Zurich** Zurich · Switzerland 2013–2019 · 10 papersEmployment · Research Assistant, Computer Science](https://md.research.elamur.ai/free/en/universities/eth-zurich/) · [🎓**Chinese University of Hong Kong** Hong Kong · China 2023–2024 · 3 papers](https://md.research.elamur.ai/free/en/universities/chinese-university-of-hong-kong/) · [🎓**Shanghai Jiao Tong University** Shanghai · China 2013 · 2 papers](https://md.research.elamur.ai/free/en/universities/shanghai-jiao-tong-university/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 2 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/) · [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/) 🧭 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/) · [Bias, fairness & safety · 1 work](https://md.research.elamur.ai/free/en/topics/bias-fairness-safety/) ## Works by year ### 2020s [**2026** 1 paper](https://md.research.elamur.ai/free/en/authors/yatao-bian/year/2026/) · [**2023** 1 paper](https://md.research.elamur.ai/free/en/authors/yatao-bian/year/2023/) ## Papers The most cited first (OpenAlex and our library). 1. **[Fairness-guided Few-shot Prompting for Large Language Models](https://md.research.elamur.ai/free/en/papers/ma-2023-fairness-guided-few-shot-prompting/)** *(2023 · 64 citations)* In-context learning in large language models is unstable: accuracy can change sharply depending on which few-shot demonstrations are chosen and how they are ordered. 2. **[A Survey of Reinforcement Learning for Large Language Models under Data Scarcity: Challenges and Solutions](https://md.research.elamur.ai/free/en/papers/yu-2026-survey-reinforcement-learning-large-language/)** *(2026)* RL-based post-training is now a leading way to strengthen reasoning in LLMs, but it is held back by data scarcity in two forms. ## All works 4 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. [**Fairness-guided Few-shot Prompting for Large Language Models arXiv:2303.13217**Huan Ma, Changqing Zhang, Yatao Bian, et al.*2023 · 64 citations*](https://md.research.elamur.ai/free/en/papers/ma-2023-fairness-guided-few-shot-prompting/) 2. **[Right Question is Already Half the Answer: Fully Unsupervised LLM Reasoning Incentivization ↗](https://arxiv.org/abs/2504.05812) arXiv:2504.05812 · no summary yet**Qingyang Zhang et al.*2025 · 31 citations* 3. **[Independent SE(3)-Equivariant Models for End-to-End Rigid Protein Docking ↗](https://arxiv.org/abs/2111.07786) arXiv (Cornell University) · no summary yet**Octavian-Eugen Ganea et al.*2021 · 29 citations* 4. **[A Survey of Reinforcement Learning for Large Language Models under Data Scarcity: Challenges and Solutions](https://md.research.elamur.ai/free/en/papers/yu-2026-survey-reinforcement-learning-large-language/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Zhiyin Yu, Yuchen Mou, Juncheng Yan, et al.*2026* ## Co-authors here 12 co-authors with a page, the most papers together first. - [Bingzhe Wu](https://md.research.elamur.ai/free/en/authors/bingzhe-wu/) - [Hongru Sun](https://md.research.elamur.ai/free/en/authors/hongru-sun/) - [Jun Xu](https://md.research.elamur.ai/free/en/authors/jun-xu/) - [Junyu Luo](https://md.research.elamur.ai/free/en/authors/junyu-luo/) - [Lemao Liu](https://md.research.elamur.ai/free/en/authors/lemao-liu/) - [Ming Zhang](https://md.research.elamur.ai/free/en/authors/ming-zhang/) - [Peilin Zhao](https://md.research.elamur.ai/free/en/authors/peilin-zhao/) - [Xing Wei](https://md.research.elamur.ai/free/en/authors/xing-wei/) - [Yuchen Mou](https://md.research.elamur.ai/free/en/authors/yuchen-mou/) - [Yunhui Liu](https://md.research.elamur.ai/free/en/authors/yunhui-liu/) - [Zhirui Zhang](https://md.research.elamur.ai/free/en/authors/zhirui-zhang/) - [Zhiyin Yu](https://md.research.elamur.ai/free/en/authors/zhiyin-yu/) ## 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/) ## Cited by Papers of our library cite their works 73 times (of the 149,439 papers whose bibliographies we read); [18 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/yatao-bian/cited-by/). Updated 2 November 2026