--- title: "Seungju Han · Boston University — author profile and papers" description: "Seungju Han, Boston University: 2 papers on Elamur Research (2024), h-index 16 — affiliations, topics, co-authors and who cites them in our…" canonical: "https://research.elamur.ai/free/en/authors/seungju-han/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/seungju-han/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Seungju Han # Seungju Han Seungju Han has 2 papers in our library, in 2024, 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 [Allyson Ettinger](https://md.research.elamur.ai/free/en/authors/allyson-ettinger/), [Kavel Rao](https://md.research.elamur.ai/free/en/authors/kavel-rao/), [Liwei Jiang](https://md.research.elamur.ai/free/en/authors/liwei-jiang/). 2 papers in our library · 2024 [OpenAlex](https://openalex.org/A5053165370) · [ORCID](https://orcid.org/0000-0001-7293-1419) · [Wikidata](https://www.wikidata.org/wiki/Q131162710) · [**h-index 16**](https://openalex.org/authors/A5053165370) · [88 works](https://openalex.org/works?filter=author.id:A5053165370) · [1,083 citations](https://openalex.org/works?filter=author.id:A5053165370&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/seungju-han/#papers) · [🔗 Cited 253 times in our library](https://md.research.elamur.ai/free/en/authors/seungju-han/cited-by/) · [3 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #4450](https://md.research.elamur.ai/free/en/paper-stars/page/45/#star-4450) 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=Seungju+Han) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Seungju+Han) · [dblp](https://dblp.org/search?q=Seungju+Han) · [ACL Anthology](https://aclanthology.org/search/?q=Seungju+Han) ## Affiliations [🎓**Stanford University** Stanford · United States 2025–2026 · 3 papers*current*](https://md.research.elamur.ai/free/en/universities/stanford-university/) · [🎓**Boston University** Boston · United States 2026 · 1 paper*current*](https://md.research.elamur.ai/free/en/universities/boston-university/) · [🎓**Carnegie Mellon University** Pittsburgh · United States 2026 · 1 paper*current*](https://md.research.elamur.ai/free/en/universities/carnegie-mellon-university/) · [🏢**Samsung** Seoul · South Korea 2008–2023 · 19 papers](https://md.research.elamur.ai/free/en/companies/samsung-south-korea/) · [🏢**Samsung Advanced Institute of Technology** Suwon-si 2010–2023 · 18 papers](https://ror.org/04axnyp10) · [🎓**University of Florida** Gainesville · United States 2006–2010 · 13 papers](https://md.research.elamur.ai/free/en/universities/university-of-florida/) · [🎓**Kyung Hee University** Seoul · South Korea 2021–2024 · 6 papers](https://md.research.elamur.ai/free/en/universities/kyung-hee-university/) · [🏢**Samsung Electronics** Seoul · South Korea 2013–2022 · 4 papers](https://ror.org/020m7t761) · [🎓**Seoul National University** Seoul · South Korea 2023–2024 · 3 papers](https://md.research.elamur.ai/free/en/universities/seoul-national-university/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 7 more institutions on single bylines are not listed. ## Concepts, shelves and topics Of its works in our library: the number of works on each and its rating among them. 📚 Shelves 6 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/) · [Safety Research · 1 work](https://md.research.elamur.ai/free/en/shelves/social-sciences/safety-research/) · [Social Sciences · 1 work](https://md.research.elamur.ai/free/en/shelves/social-sciences/) · [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 2 Research subjects and languages the work is about.[Bias, fairness & safety · 2 works](https://md.research.elamur.ai/free/en/topics/bias-fairness-safety/) · [Language models & pretraining · 2 works](https://md.research.elamur.ai/free/en/topics/language-models/) ## Works by year ### 2020s [**2024** 2 papers Seungju Han's papers of 2024](https://md.research.elamur.ai/free/en/authors/seungju-han/year/2024/) ## Papers The most cited first (OpenAlex and our library). 1. **[WildGuard: Open One-Stop Moderation Tools for Safety Risks, Jailbreaks, and Refusals of LLMs](https://md.research.elamur.ai/free/en/papers/han-2024-wildguard-open-one-stop-moderation/)** *(2024 · 155 citations)* Open safety classifiers for LLMs, such as Llama-Guard2, do reasonably well on plainly worded harmful requests. 2. **[WildTeaming at Scale: From In-the-Wild Jailbreaks to (Adversarially) Safer Language Models](https://md.research.elamur.ai/free/en/papers/jiang-2024-wildteaming-scale-wild-jailbreaks-adversarially/)** *(2024 · 89 citations)* Frontier LLMs can still be jailbroken, and open safety-training data is scarce, since even open-weight models rarely publish theirs. ## 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. **[WildGuard: Open One-Stop Moderation Tools for Safety Risks, Jailbreaks, and Refusals of LLMs](https://md.research.elamur.ai/free/en/papers/han-2024-wildguard-open-one-stop-moderation/) [Conference on Neural Information Processing Systems (NeurIPS)](https://md.research.elamur.ai/free/en/venues/neural-information-processing-systems/)**Seungju Han, Kavel Rao, Allyson Ettinger, et al.*2024 · 155 citations* 2. **[WildTeaming at Scale: From In-the-Wild Jailbreaks to (Adversarially) Safer Language Models](https://md.research.elamur.ai/free/en/papers/jiang-2024-wildteaming-scale-wild-jailbreaks-adversarially/) [Conference on Neural Information Processing Systems (NeurIPS)](https://md.research.elamur.ai/free/en/venues/neural-information-processing-systems/)**Liwei Jiang, Kavel Rao, Seungju Han, et al.*2024 · 89 citations* 3. **[NVIDIA Nemotron Nano 2: An Accurate and Efficient Hybrid Mamba-Transformer Reasoning Model ↗](https://arxiv.org/abs/2508.14444) arXiv:2508.14444 · no summary yet**NVIDIA: Aarti Basant et al.*2025 · 39 citations* 4. **[MAPoRL: Multi-Agent Post-Co-Training for Collaborative Large Language Models with Reinforcement Learning ↗](https://aclanthology.org/2025.acl-long.1459/) Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yet**Chanwoo Park et al.*2025 · 14 citations* 5. **[Nemotron-CrossThink: Scaling Self-Learning beyond Math Reasoning ↗](https://aclanthology.org/2026.eacl-long.43/) Proceedings of the 19th Conference of the European Chapter of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yet**Syeda Nahida Akter et al.*2026 · 9 citations* ## Co-authors here 12 co-authors with a page, the most papers together first. - [Allyson Ettinger](https://md.research.elamur.ai/free/en/authors/allyson-ettinger/) ×2 - [Kavel Rao](https://md.research.elamur.ai/free/en/authors/kavel-rao/) ×2 - [Liwei Jiang](https://md.research.elamur.ai/free/en/authors/liwei-jiang/) ×2 - [Nouha Dziri](https://md.research.elamur.ai/free/en/authors/nouha-dziri/) ×2 - [Yejin Choi](https://md.research.elamur.ai/free/en/authors/yejin-choi/) ×2 - [Bill Yuchen Lin](https://md.research.elamur.ai/free/en/authors/bill-yuchen-lin/) - [Faeze Brahman](https://md.research.elamur.ai/free/en/authors/faeze-brahman/) - [Maarten Sap](https://md.research.elamur.ai/free/en/authors/maarten-sap/) - [Nathan Lambert](https://md.research.elamur.ai/free/en/authors/nathan-lambert/) - [Niloofar Mireshghallah](https://md.research.elamur.ai/free/en/authors/niloofar-mireshghallah/) - [Sachin Kumar](https://md.research.elamur.ai/free/en/authors/sachin-kumar/) - [Ximing Lu](https://md.research.elamur.ai/free/en/authors/ximing-lu/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [Conference on Neural Information Processing Systems (NeurIPS)](https://md.research.elamur.ai/free/en/venues/neural-information-processing-systems/) ×2: [NeurIPS 2024](https://md.research.elamur.ai/free/en/venues/neural-information-processing-systems/2024/) ×2 - Proceedings of the 19th Conference of the European Chapter of the Association for Computational Linguistics (Volume 1: Long Papers) - Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) ## Cited by Papers of our library cite their works 253 times (of the 141,840 papers whose bibliographies we read); [13 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/seungju-han/cited-by/). Updated 24 October 2026