--- title: "Qi Hu — author profile and papers — Elamur Research" description: "Qi Hu: 3 papers on Elamur Research (2018–2025), h-index 6 — affiliations, topics, co-authors and who cites them in our library." canonical: "https://research.elamur.ai/free/en/authors/qi-hu/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/qi-hu/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Qi Hu # Qi Hu Qi Hu has 3 papers in our library, in 2018–2025, most of them on [Legal AI](https://md.research.elamur.ai/free/en/topics/legal-ai/), [Dialogue systems](https://md.research.elamur.ai/free/en/topics/dialogue-systems/), [Reasoning](https://md.research.elamur.ai/free/en/topics/reasoning/); often with [Haoran Li](https://md.research.elamur.ai/free/en/authors/haoran-li/), [Huihao Jing](https://md.research.elamur.ai/free/en/authors/huihao-jing/), [Peizhao Hu](https://md.research.elamur.ai/free/en/authors/peizhao-hu/). 3 papers in our library · 2018–2025 [OpenAlex](https://openalex.org/A5100335429) · [ORCID](https://orcid.org/0000-0002-4499-7805) · [Wikidata](https://www.wikidata.org/wiki/Q130838767) · [**h-index 6**](https://openalex.org/authors/A5100335429) · [40 works](https://openalex.org/works?filter=author.id:A5100335429) · [100 citations](https://openalex.org/works?filter=author.id:A5100335429&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 3 works in our library](https://md.research.elamur.ai/free/en/authors/qi-hu/#papers) · [🔗 Cited 69 times in our library](https://md.research.elamur.ai/free/en/authors/qi-hu/cited-by/) · [⭐ Paper Stars ranking: #5590](https://md.research.elamur.ai/free/en/paper-stars/page/56/#star-5590) 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=Qi+Hu) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Qi+Hu) · [dblp](https://dblp.org/search?q=Qi+Hu) · [ACL Anthology](https://aclanthology.org/search/?q=Qi+Hu) ## Affiliations [🎓**Hong Kong University of Science and Technology** Hong Kong · China 2023–2026 · 19 papers](https://md.research.elamur.ai/free/en/universities/hong-kong-university-of-science-and-technology/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. ## Fields, topics and concepts Of its works in our library, with the number of works on each. 📚 Shelves 7 The field of science this work belongs to (OpenAlex fields).[Computer Science · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Artificial Intelligence · 3 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/) · [Language and Linguistics · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Social Sciences · 1 work](https://md.research.elamur.ai/free/en/shelves/social-sciences/) · [Safety Research · 1 work](https://md.research.elamur.ai/free/en/shelves/social-sciences/safety-research/) · [Sociology and Political Science · 1 work](https://md.research.elamur.ai/free/en/shelves/social-sciences/sociology-and-political-science/) 🧭 Topics 4 Research subjects and languages the work is about.[Dialogue systems · 1 work](https://md.research.elamur.ai/free/en/topics/dialogue-systems/) · [Legal AI · 2 works](https://md.research.elamur.ai/free/en/topics/legal-ai/) · [Bias, fairness & safety · 1 work](https://md.research.elamur.ai/free/en/topics/bias-fairness-safety/) · [Reasoning · 1 work](https://md.research.elamur.ai/free/en/topics/reasoning/) ## Works by year ### 2020s [**2025** 2 papers](https://md.research.elamur.ai/free/en/authors/qi-hu/year/2025/) ### 2010s [**2018** 1 paper](https://md.research.elamur.ai/free/en/authors/qi-hu/year/2018/) ## Papers The most cited first (OpenAlex and our library). 1. **[An End-to-end Approach for Handling Unknown Slot Values in Dialogue State Tracking](https://md.research.elamur.ai/free/en/papers/xu-2018-end-end-approach-handling-unknown/)** *(2018 · 187 citations)* Most dialogue state trackers assume a fixed ontology that lists every value a slot can take. In industrial settings this list is often unavailable, very large, or constantly changing. End-to-end trackers that work without an SLU module therefore cannot output values they have never been told about. Xu and Hu address… 2. **[PrivaCI-Bench: Evaluating Privacy with Contextual Integrity and Legal Compliance](https://md.research.elamur.ai/free/en/papers/li-2025-privaci-bench-evaluating-privacy-contextual/)** *(2025 · 17 citations)* Most privacy benchmarks for LLMs reduce privacy to spotting personally identifiable information. That ignores whether a particular data flow is appropriate in its setting. PrivaCI-Bench addresses this gap using Contextual Integrity (CI) theory. CI describes each flow by five parameters: sender, recipient, subject… 3. **[Context Reasoner: Incentivizing Reasoning Capability for Contextualized Privacy and Safety Compliance via Reinforcement Learning](https://md.research.elamur.ai/free/en/papers/hu-2025-context-reasoner-incentivizing-reasoning-capability/)** *(2025 · 7 citations)* LLMs deployed as tool-using agents raise safety and privacy risks. Typical defenses detect sensitive patterns instead of reasoning about the situation, and they rarely reflect actual legal standards. The authors reframe safety and privacy as compliance questions grounded in Contextual Integrity (CI) theory. Under CI… ## Co-authors here 10 co-authors with a page, the most papers together first. - [Haoran Li](https://md.research.elamur.ai/free/en/authors/haoran-li/) ×2 - [Huihao Jing](https://md.research.elamur.ai/free/en/authors/huihao-jing/) ×2 - [Peizhao Hu](https://md.research.elamur.ai/free/en/authors/peizhao-hu/) ×2 - [Sirui Han](https://md.research.elamur.ai/free/en/authors/sirui-han/) ×2 - [Tianshu Chu](https://md.research.elamur.ai/free/en/authors/tianshu-chu/) ×2 - [Wenbin Hu](https://md.research.elamur.ai/free/en/authors/wenbin-hu/) ×2 - [Yangqiu Song](https://md.research.elamur.ai/free/en/authors/yangqiu-song/) ×2 - [Puyang Xu](https://md.research.elamur.ai/free/en/authors/puyang-xu/) - [Yulin Chen](https://md.research.elamur.ai/free/en/authors/yulin-chen/) - [Ziqian Zeng](https://md.research.elamur.ai/free/en/authors/ziqian-zeng/) ## 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 2025](https://md.research.elamur.ai/free/en/venues/acl/2025/), [ACL 2018](https://md.research.elamur.ai/free/en/venues/acl/2018/) - [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/): [EMNLP 2025](https://md.research.elamur.ai/free/en/venues/emnlp/2025/) ## Cited by Papers of our library cite their works 69 times (of the 149,439 papers whose bibliographies we read); [11 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/qi-hu/cited-by/). Updated 30 October 2026