--- title: "Han Qiu · Matrix Research — author profile and papers" description: "Han Qiu, Matrix Research: 3 papers on Elamur Research (2025–2026), h-index 28 — affiliations, topics, co-authors and who cites them in our…" canonical: "https://research.elamur.ai/free/en/authors/han-qiu/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/han-qiu/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Han Qiu # Han Qiu Han Qiu has 3 papers in our library, in 2025–2026, 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 [Minlie Huang](https://md.research.elamur.ai/free/en/authors/minlie-huang/), [Tianwei Zhang](https://md.research.elamur.ai/free/en/authors/tianwei-zhang/), [Di Wang](https://md.research.elamur.ai/free/en/authors/di-wang/). 3 papers in our library · 2025–2026 [OpenAlex](https://openalex.org/A5019692903) · [ORCID](https://orcid.org/0000-0003-2678-8070) · [Wikidata](https://www.wikidata.org/wiki/Q130803512) · [**h-index 28**](https://openalex.org/authors/A5019692903) · [201 works](https://openalex.org/works?filter=author.id:A5019692903) · [3,502 citations](https://openalex.org/works?filter=author.id:A5019692903&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 3 works in our library](https://md.research.elamur.ai/free/en/authors/han-qiu/#papers) · [🔗 Cited 83 times in our library](https://md.research.elamur.ai/free/en/authors/han-qiu/cited-by/) · [3 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #10202](https://md.research.elamur.ai/free/en/paper-stars/page/103/#star-10202) 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+Qiu) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Han+Qiu) · [dblp](https://dblp.org/search?q=Han+Qiu) · [ACL Anthology](https://aclanthology.org/search/?q=Han+Qiu) ## Affiliations [🎓**Tsinghua University** Beijing · China 2021–2026 · 94 papersEmployment*current*](https://md.research.elamur.ai/free/en/universities/tsinghua-university/) · [🏢**Matrix Research** Dayton · United States 2026 · 2 papers*current*](https://ror.org/04mw0p229) · [🎓**Télécom Paris** Palaiseau · France 2014–2021 · 30 papers](https://md.research.elamur.ai/free/en/universities/telecom-paris/) · [🔬**Laboratoire Traitement et Communication de l’Information** Palaiseau · France 2014–2021 · 18 papers](https://md.research.elamur.ai/free/en/labs/laboratoire-traitement-et-communication-de-l-information/) · [🎓**ParisTech** Paris · France 2015–2020 · 18 papers](https://ror.org/05c2qg481) · [🔬**Beijing National Research Center for Information Science and Technology** Beijing · China 2021–2025 · 10 papers](https://md.research.elamur.ai/free/en/labs/beijing-national-research-center-for-information-science-and-technology/) · [🎓**Institut Polytechnique de Paris** Palaiseau · France 2020 · 8 papers](https://md.research.elamur.ai/free/en/universities/institut-polytechnique-de-paris/) · [🔬**Centre National de la Recherche Scientifique** Paris · France 2014–2015 · 4 papers](https://md.research.elamur.ai/free/en/labs/centre-national-de-la-recherche-scientifique/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 4 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 · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [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/) · [Language and Linguistics · 3 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** 2 papers](https://md.research.elamur.ai/free/en/authors/han-qiu/year/2026/) · [**2025** 1 paper](https://md.research.elamur.ai/free/en/authors/han-qiu/year/2025/) ## Papers The most cited first (OpenAlex and our library). 1. **[Understanding the Dark Side of LLMs' Intrinsic Self-Correction](https://md.research.elamur.ai/free/en/papers/zhang-2025-understanding-dark-side-llms-intrinsic/)** *(2025 · 21 citations)* The paper investigates why intrinsic self-correction often makes large language models worse. In this setting, a model is asked to reconsider its answer with no external feedback or oracle labels. The authors apply feedback and refinement prompts to every response, including correct ones. They test ChatGPT (o1, 4o… 2. **[LASA: Language-Agnostic Semantic Alignment at the Semantic Bottleneck for LLM Safety](https://md.research.elamur.ai/free/en/papers/yang-2026-lasa-language-agnostic-semantic-alignment/)** *(2026)* LLMs tend to refuse harmful requests reliably in high-resource languages but are much easier to jailbreak in low-resource ones. 3. **[LeakDojo: Decoding the Leakage Threats of RAG Systems](https://md.research.elamur.ai/free/en/papers/zhang-2026-leakdojo-decoding-leakage-threats-rag/)** *(2026)* RAG systems pair LLMs with curated knowledge bases that are expensive to build. This makes them targets for leakage attacks, where an attacker with only black-box access tries to pull out as many stored chunks as possible. Earlier attack papers used different RAG setups and query budgets, so their results cannot be… ## All works 6 works of theirs in our library, the most cited first; 3 with a page here, the others link their original until we summarise them. 1. **[The Earth is Flat because...: Investigating LLMs' Belief towards Misinformation via Persuasive Conversation ↗](https://arxiv.org/abs/2312.09085) arXiv:2312.09085 · no summary yet**Rongwu Xu et al.*2023 · 56 citations* 2. **[Interpreting Deep Learning Models in Natural Language Processing: A Review ↗](https://arxiv.org/abs/2110.10470) arXiv (Cornell University) · no summary yet**Xiaofei Sun et al.*2021 · 38 citations* 3. **[Understanding the Dark Side of LLMs' Intrinsic Self-Correction](https://md.research.elamur.ai/free/en/papers/zhang-2025-understanding-dark-side-llms-intrinsic/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Qingjie Zhang, Di Wang, Haoting Qian, et al.*2025 · 21 citations* 4. **[LASA: Language-Agnostic Semantic Alignment at the Semantic Bottleneck for LLM Safety](https://md.research.elamur.ai/free/en/papers/yang-2026-lasa-language-agnostic-semantic-alignment/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Junxiao Yang, Haoran Liu, Jinzhe Tu, et al.*2026* 5. **[LeakDojo: Decoding the Leakage Threats of RAG Systems](https://md.research.elamur.ai/free/en/papers/zhang-2026-leakdojo-decoding-leakage-threats-rag/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Maosen Zhang, Jianshuo Dong, Lu Boting, et al.*2026* 6. **[TOXIFRENCH: Benchmarking and Enhancing Language Models via CoT Fine-Tuning for French Toxicity Detection ↗](https://aclanthology.org/2026.findings-acl.1074/) Findings of the Association for Computational Linguistics: ACL 2026 · no summary yet**Axel Delaval et al.*2026* ## Co-authors here 12 of 13 co-authors with a page, the most papers together first. - [Minlie Huang](https://md.research.elamur.ai/free/en/authors/minlie-huang/) ×2 - [Tianwei Zhang](https://md.research.elamur.ai/free/en/authors/tianwei-zhang/) ×2 - [Di Wang](https://md.research.elamur.ai/free/en/authors/di-wang/) - [Hongning Wang](https://md.research.elamur.ai/free/en/authors/hongning-wang/) - [Hui Xue](https://md.research.elamur.ai/free/en/authors/hui-xue/) - [Jiale Cheng](https://md.research.elamur.ai/free/en/authors/jiale-cheng/) - [Jialing Tao](https://md.research.elamur.ai/free/en/authors/jialing-tao/) - [Jiaqi Weng](https://md.research.elamur.ai/free/en/authors/jiaqi-weng/) - [Junxiao Yang](https://md.research.elamur.ai/free/en/authors/junxiao-yang/) - [Ke Xu](https://md.research.elamur.ai/free/en/authors/ke-xu/) - [Shiyao Cui](https://md.research.elamur.ai/free/en/authors/shiyao-cui/) - [Yiming Li](https://md.research.elamur.ai/free/en/authors/yiming-li/) ## 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/) ×2: [ACL 2026](https://md.research.elamur.ai/free/en/venues/acl/2026/), [ACL 2025](https://md.research.elamur.ai/free/en/venues/acl/2025/) - [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/): [Findings of the Association for Computational Linguistics 2026](https://md.research.elamur.ai/free/en/venues/findings/2026/) - Findings of the Association for Computational Linguistics: ACL 2026 ## Cited by Papers of our library cite their works 83 times (of the 149,439 papers whose bibliographies we read); [22 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/han-qiu/cited-by/). Updated 2 November 2026