--- title: "Hanqing Lu — author profile and papers — Elamur Research" description: "Hanqing Lu, Amazon: 3 papers on Elamur Research (2025–2026), h-index 12 — affiliations, topics, co-authors and who cites them in our library." canonical: "https://research.elamur.ai/free/en/authors/hanqing-lu/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/hanqing-lu/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Hanqing Lu # Hanqing Lu Hanqing Lu 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/), [Information retrieval & search](https://md.research.elamur.ai/free/en/topics/information-retrieval/); often with [Hui Liu](https://md.research.elamur.ai/free/en/authors/hui-liu/), [Shenglai Zeng](https://md.research.elamur.ai/free/en/authors/shenglai-zeng/), [Tianqi Zheng](https://md.research.elamur.ai/free/en/authors/tianqi-zheng/). 3 papers in our library · 2025–2026 [OpenAlex](https://openalex.org/A5102146397) · [**h-index 12**](https://openalex.org/authors/A5102146397) · [32 works](https://openalex.org/works?filter=author.id:A5102146397) · [548 citations](https://openalex.org/works?filter=author.id:A5102146397&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 3 works in our library](https://md.research.elamur.ai/free/en/authors/hanqing-lu/#papers) · [🔗 Cited 16 times in our library](https://md.research.elamur.ai/free/en/authors/hanqing-lu/cited-by/) · [⭐ Paper Stars ranking: #8989](https://md.research.elamur.ai/free/en/paper-stars/page/90/#star-8989) 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=Hanqing+Lu) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Hanqing+Lu) · [dblp](https://dblp.org/search?q=Hanqing+Lu) · [ACL Anthology](https://aclanthology.org/search/?q=Hanqing+Lu) ## Affiliations [🏢**Amazon** Seattle · United States 2024–2025 · 4 papers*current*](https://md.research.elamur.ai/free/en/companies/amazon/) · [🎓**Chang'an University** Xi'an · China 2025 · 1 paper*current*](https://ror.org/05mxya461) · [🏛️**Chinese Academy of Sciences** Beijing · China 2002–2015 · 27 papers](https://md.research.elamur.ai/free/en/government/chinese-academy-of-sciences/) · [🔬**Institute of Automation** Beijing · China 2002–2015 · 24 papers](https://md.research.elamur.ai/free/en/labs/institute-of-automation/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 1 more institution on single bylines are not listed. ## Fields, topics and concepts Of its works in our library, with the number of works on each. 📚 Shelves 6 The field of science this work belongs to (OpenAlex fields).[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/) · [Artificial Intelligence · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Language and Linguistics · 3 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Information Systems · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/information-systems/) · [Computer Vision and Pattern Recognition · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) 🧭 Topics 2 Research subjects and languages the work is about.[Information retrieval & search · 1 work](https://md.research.elamur.ai/free/en/topics/information-retrieval/) · [Language models & pretraining · 1 work](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/hanqing-lu/year/2026/) · [**2025** 2 papers](https://md.research.elamur.ai/free/en/authors/hanqing-lu/year/2025/) ## Papers The most cited first (OpenAlex and our library). 1. **[Towards Knowledge Checking in Retrieval-augmented Generation: A Representation Perspective](https://md.research.elamur.ai/free/en/papers/zeng-2025-knowledge-checking-retrieval-augmented-generation/)** *(2025 · 14 citations)* RAG systems often fail when the retrieved passages are misleading (for example, after PoisonedRAG-style injection of false answers) or only loosely related to the question. LLMs tend to trust such context over what they already know. The authors frame knowledge checking as four tasks: 2. **[Towards Context-Robust LLMs: A Gated Representation Fine-tuning Approach](https://md.research.elamur.ai/free/en/papers/zeng-2025-context-robust-llms-gated-representation/)** *(2025 · 5 citations)* LLMs that receive retrieved passages, as in RAG, tend to trust that text too much. Misleading or off-topic passages can override knowledge the model already has. The authors define a "context-robust" LLM by four behaviours: 3. **[Trajectory2Task: Training Robust Tool-Calling Agents with Synthesized Yet Verifiable Data for Complex User Intents](https://md.research.elamur.ai/free/en/papers/wang-2026-trajectory2task-training-robust-tool-calling/)** *(2026 · 2 citations)* Tool-calling agents used in customer service often meet users whose requests lack key details, shift during the conversation, or break system policy. ## Co-authors here 12 of 21 co-authors with a page, the most papers together first. - [Hui Liu](https://md.research.elamur.ai/free/en/authors/hui-liu/) ×2 - [Shenglai Zeng](https://md.research.elamur.ai/free/en/authors/shenglai-zeng/) ×2 - [Tianqi Zheng](https://md.research.elamur.ai/free/en/authors/tianqi-zheng/) ×2 - [Yue Xing](https://md.research.elamur.ai/free/en/authors/yue-xing/) ×2 - [Chen Luo](https://md.research.elamur.ai/free/en/authors/chen-luo/) - [Jiankun Zhang](https://md.research.elamur.ai/free/en/authors/jiankun-zhang/) - [Jiliang Tang](https://md.research.elamur.ai/free/en/authors/jiliang-tang/) - [Jing Huang](https://md.research.elamur.ai/free/en/authors/jing-huang/) - [Jiri Gesi](https://md.research.elamur.ai/free/en/authors/jiri-gesi/) - [Kai Guo](https://md.research.elamur.ai/free/en/authors/kai-guo/) - [Monica Xiao Cheng](https://md.research.elamur.ai/free/en/authors/monica-xiao-cheng/) - [Pei Chen](https://md.research.elamur.ai/free/en/authors/pei-chen/) ## 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/) - [Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)](https://md.research.elamur.ai/free/en/venues/naacl/): [NAACL 2025](https://md.research.elamur.ai/free/en/venues/naacl/2025/) ## Cited by Papers of our library cite their works 16 times (of the 149,439 papers whose bibliographies we read); [4 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/hanqing-lu/cited-by/). Updated 1 November 2026