--- title: "Wenqi Fan — author profile and papers — Elamur Research" description: "Wenqi Fan, Hong Kong Polytechnic University: 5 papers on Elamur Research (2020–2026), h-index 29 — affiliations, topics, co-authors and…" canonical: "https://research.elamur.ai/free/en/authors/wenqi-fan/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/wenqi-fan/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Wenqi Fan # Wenqi Fan Wenqi Fan has 5 papers in our library, in 2020–2026, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Dialogue systems](https://md.research.elamur.ai/free/en/topics/dialogue-systems/), [Evaluation & benchmarks](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/); often with [Li Qing](https://md.research.elamur.ai/free/en/authors/li-qing/), [Dawei Yin](https://md.research.elamur.ai/free/en/authors/dawei-yin/), [Haochen Liu](https://md.research.elamur.ai/free/en/authors/haochen-liu/). 5 papers in our library · 2020–2026 [OpenAlex](https://openalex.org/A5043696243) · [ORCID](https://orcid.org/0000-0002-4049-1233) · [Wikidata](https://www.wikidata.org/wiki/Q130802361) · [**h-index 29**](https://openalex.org/authors/A5043696243) · [103 works](https://openalex.org/works?filter=author.id:A5043696243) · [5,763 citations](https://openalex.org/works?filter=author.id:A5043696243&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 5 works in our library](https://md.research.elamur.ai/free/en/authors/wenqi-fan/#papers) · [🔗 Cited 75 times in our library](https://md.research.elamur.ai/free/en/authors/wenqi-fan/cited-by/) · [⭐ Paper Stars ranking: #6331](https://md.research.elamur.ai/free/en/paper-stars/page/64/#star-6331) 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=Wenqi+Fan) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Wenqi+Fan) · [dblp](https://dblp.org/search?q=Wenqi+Fan) · [ACL Anthology](https://aclanthology.org/search/?q=Wenqi+Fan) ## Affiliations [🎓**Hong Kong Polytechnic University** Hong Kong · China 2020–2026 · 86 papersEmployment since 2023 · Assistant Professor, ComputingEmployment since 2023 · Assistant Professor, Management and Marketing*current*](https://md.research.elamur.ai/free/en/universities/hong-kong-polytechnic-university/) · [🎓**City University of Hong Kong** Hong Kong · China 2018–2020 · 7 papersEducation until 2020](https://md.research.elamur.ai/free/en/universities/city-university-of-hong-kong/) · [🎓**Sun Yat-sen University** Guangzhou · China 2015–2016 · 2 papers](https://md.research.elamur.ai/free/en/universities/sun-yat-sen-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 12 The field of science this work belongs to (OpenAlex fields).[Computer Science · 5 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Arts and Humanities · 3 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Artificial Intelligence · 5 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/) · [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/) · [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/) · [Decision Sciences · 1 work](https://md.research.elamur.ai/free/en/shelves/decision-sciences/) · [Economics and Econometrics · 1 work](https://md.research.elamur.ai/free/en/shelves/economics-econometrics-and-finance/economics-and-econometrics/) · [Economics, Econometrics and Finance · 1 work](https://md.research.elamur.ai/free/en/shelves/economics-econometrics-and-finance/) · [Management Science and Operations Research · 1 work](https://md.research.elamur.ai/free/en/shelves/decision-sciences/management-science-and-operations-research/) 🧭 Topics 6 Research subjects and languages the work is about.[Bias, fairness & safety · 1 work](https://md.research.elamur.ai/free/en/topics/bias-fairness-safety/) · [Dialogue systems · 1 work](https://md.research.elamur.ai/free/en/topics/dialogue-systems/) · [Information retrieval & search · 1 work](https://md.research.elamur.ai/free/en/topics/information-retrieval/) · [Knowledge graphs & ontologies · 1 work](https://md.research.elamur.ai/free/en/topics/knowledge-graphs/) · [Evaluation & benchmarks · 1 work](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/) · [Language models & pretraining · 1 work](https://md.research.elamur.ai/free/en/topics/language-models/) 💡 Concepts 1 Key ideas and methods explained on our concept pages.[Chatbots · 1 work](https://md.research.elamur.ai/free/en/concepts/chatbot/) ## Works by year ### 2020s [**2026** 3 papers](https://md.research.elamur.ai/free/en/authors/wenqi-fan/year/2026/) · [**2025** 1 paper](https://md.research.elamur.ai/free/en/authors/wenqi-fan/year/2025/) · [**2020** 1 paper](https://md.research.elamur.ai/free/en/authors/wenqi-fan/year/2020/) ## Papers The most cited first (OpenAlex and our library). 1. **[Does Gender Matter? Towards Fairness in Dialogue Systems](https://md.research.elamur.ai/free/en/papers/liu-2020-does-gender-matter-fairness-dialogue/)** *(2020 · 133 citations)* Dialogue systems learn from real human conversations, so they can pick up social prejudices. Their fairness had received little systematic study. The authors examine whether popular dialogue models treat genders (male vs. female) and races differently, with race represented as standard English vs. African American… 2. **[Knowledge Graph Retrieval-Augmented Generation for LLM-based Recommendation](https://md.research.elamur.ai/free/en/papers/wang-2025-knowledge-graph-retrieval-augmented-generation/)** *(2025 · 77 citations)* LLM-based recommenders often hallucinate, for example by suggesting films that do not exist. They also lack recent and domain-specific knowledge, and retraining them often is expensive. Standard document-based RAG can help, but it brings in noisy text and ignores how entities relate to each other. The authors propose… 3. **[Exploring Graph Learning Tasks with Pure LLMs: A Comprehensive Benchmark and Investigation](https://md.research.elamur.ai/free/en/papers/wang-2026-exploring-graph-learning-tasks-pure/)** *(2026 · 1 citation)* LLM-based graph learning studies use inconsistent datasets, preprocessing and splits, so it remains unclear how pure LLMs compare with dedicated graph models. 4. **[Datamart-Agent: LLM-Driven Game-Theoretic Agent for Data Marketplace Modeling](https://md.research.elamur.ai/free/en/papers/wu-2026-datamart-agent-llm-driven-game/)** *(2026)* Most theoretical work on data marketplaces assumes a single round of trading and full information. That makes realistic settings, with repeated interaction and hidden buyer valuations, analytically hard to solve. The authors ask whether LLM-driven agents can still make decisions that agree with game-theoretic… 5. **[When Efficiency Becomes a Vulnerability: Computational Cost Attacks on WebAgents](https://md.research.elamur.ai/free/en/papers/ning-2026-when-efficiency-becomes-vulnerability-computational/)** *(2026)* The paper investigates a threat that has received little study: attackers can make LLM-driven WebAgents waste compute without breaking the task. ## Co-authors here 12 of 17 co-authors with a page, the most papers together first. - [Li Qing](https://md.research.elamur.ai/free/en/authors/li-qing/) ×2 - [Dawei Yin](https://md.research.elamur.ai/free/en/authors/dawei-yin/) - [Haochen Liu](https://md.research.elamur.ai/free/en/authors/haochen-liu/) - [Heqing Huang](https://md.research.elamur.ai/free/en/authors/heqing-huang/) - [Hui Liu](https://md.research.elamur.ai/free/en/authors/hui-liu/) - [Jamell Dacon](https://md.research.elamur.ai/free/en/authors/jamell-dacon/) - [Jiliang Tang](https://md.research.elamur.ai/free/en/authors/jiliang-tang/) - [Shijie Wang](https://md.research.elamur.ai/free/en/authors/shijie-wang/) - [Shuaiqiang Wang](https://md.research.elamur.ai/free/en/authors/shuaiqiang-wang/) - [Xin Wang](https://md.research.elamur.ai/free/en/authors/xin-wang/) - [Xinnan Dai](https://md.research.elamur.ai/free/en/authors/xinnan-dai/) - [Xinyu Ma](https://md.research.elamur.ai/free/en/authors/xinyu-ma/) ## 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/) ×2: [Findings of the Association for Computational Linguistics 2026](https://md.research.elamur.ai/free/en/venues/findings/2026/) ×2 - [International Conference on Computational Linguistics (COLING)](https://md.research.elamur.ai/free/en/venues/coling/): [COLING 2020](https://md.research.elamur.ai/free/en/venues/coling/2020/) ## Cited by Papers of our library cite their works 75 times (of the 149,439 papers whose bibliographies we read); [34 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/wenqi-fan/cited-by/). Updated 2 November 2026