--- title: "Wenjie Zhang — author profile and papers — Elamur Research" description: "Wenjie Zhang, Zhongyuan University of Technology: 3 papers on Elamur Research (2023–2026), h-index 59 — affiliations, topics, co-authors…" canonical: "https://research.elamur.ai/free/en/authors/wenjie-zhang/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/wenjie-zhang/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Wenjie Zhang # Wenjie Zhang Wenjie Zhang has 3 papers in our library, in 2023–2026, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Reasoning](https://md.research.elamur.ai/free/en/topics/reasoning/), [Knowledge graphs & ontologies](https://md.research.elamur.ai/free/en/topics/knowledge-graphs/); often with [Chunyu Kit](https://md.research.elamur.ai/free/en/authors/chunyu-kit/), [Imran Razzak](https://md.research.elamur.ai/free/en/authors/imran-razzak/), [Kai Wang](https://md.research.elamur.ai/free/en/authors/kai-wang/). 3 papers in our library · 2023–2026 [OpenAlex](https://openalex.org/A5100385498) · [ORCID](https://orcid.org/0000-0001-6572-2600) · [Wikidata](https://www.wikidata.org/wiki/Q62050593) · [**h-index 59**](https://openalex.org/authors/A5100385498) · [636 works](https://openalex.org/works?filter=author.id:A5100385498) · [12,894 citations](https://openalex.org/works?filter=author.id:A5100385498&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 3 works in our library](https://md.research.elamur.ai/free/en/authors/wenjie-zhang/#papers) · [🔗 Cited 36 times in our library](https://md.research.elamur.ai/free/en/authors/wenjie-zhang/cited-by/) · [1 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #7320](https://md.research.elamur.ai/free/en/paper-stars/page/74/#star-7320) 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=Wenjie+Zhang) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Wenjie+Zhang) · [dblp](https://dblp.org/search?q=Wenjie+Zhang) · [ACL Anthology](https://aclanthology.org/search/?q=Wenjie+Zhang) ## Affiliations [🎓**UNSW Sydney** Sydney · Australia 2006–2026 · 389 papersEducation 2006–2009Employment*current*](https://md.research.elamur.ai/free/en/universities/unsw-sydney/) · [🏥**First Affiliated Hospital of Anhui Medical University** Hefei · China 2025–2026 · 2 papers*current*](https://ror.org/03t1yn780) · [🎓**Zhongyuan University of Technology** Zhengzhou · China 2026 · 1 paper*current*](https://ror.org/0360zcg91) · [🔬**Data61** Sydney · Australia 2008–2012 · 12 papers](https://md.research.elamur.ai/free/en/labs/data61/) · [🎓**Minnan Normal University** Zhangzhou · China 2018–2025 · 11 papers](https://ror.org/02vj1vm13) · [🏢**State Grid Liaoning Electric Power Company** Shenyang · China 2019–2023 · 7 papers](https://ror.org/03e9tzd10) · [🎓**Jiangnan University** Wuxi · China 2024–2025 · 6 papers](https://ror.org/04mkzax54) · [🎓**Peking University** Beijing · China 2021–2024 · 6 papers](https://md.research.elamur.ai/free/en/universities/peking-university/) · [🎓**Nanjing University of Science and Technology** Nanjing · China 2020–2023 · 5 papers](https://md.research.elamur.ai/free/en/universities/nanjing-university-of-science-and-technology/) · [🎓**Hunan University** Changsha · China 2015–2016 · 5 papers](https://md.research.elamur.ai/free/en/universities/hunan-university/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 119 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 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/) · [Arts and Humanities · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Artificial Intelligence · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Computer Vision and Pattern Recognition · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) · [Language and Linguistics · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Materials Science · 1 work](https://md.research.elamur.ai/free/en/shelves/materials-science/) · [Materials Chemistry · 1 work](https://md.research.elamur.ai/free/en/shelves/materials-science/materials-chemistry/) 🧭 Topics 3 Research subjects and languages the work is about.[Language models & pretraining · 2 works](https://md.research.elamur.ai/free/en/topics/language-models/) · [Knowledge graphs & ontologies · 1 work](https://md.research.elamur.ai/free/en/topics/knowledge-graphs/) · [Reasoning · 1 work](https://md.research.elamur.ai/free/en/topics/reasoning/) ## Works by year ### 2020s [**2026** 1 paper](https://md.research.elamur.ai/free/en/authors/wenjie-zhang/year/2026/) · [**2024** 1 paper](https://md.research.elamur.ai/free/en/authors/wenjie-zhang/year/2024/) · [**2023** 1 paper](https://md.research.elamur.ai/free/en/authors/wenjie-zhang/year/2023/) ## Papers The most cited first (OpenAlex and our library). 1. **[Paths-over-Graph: Knowledge Graph Empowered Large Language Model Reasoning](https://md.research.elamur.ai/free/en/papers/tan-2024-paths-over-graph-knowledge-graph/)** *(2024 · 80 citations)* LLMs often hallucinate or lack facts when questions need several reasoning steps. Existing KG-augmented methods such as ToG and MindMap struggle with three things: multi-hop chains, questions that mention several entities, and the structure of the graph itself. The authors propose Paths-over-Graph (PoG), a… 2. **[DARWIN Series: Domain Specific Large Language Models for Natural Science](https://md.research.elamur.ai/free/en/papers/xie-2023-darwin-series-domain-specific-large/)** *(2023 · 55 citations)* General-purpose instruction-tuned LLMs perform poorly on natural science. Fine-tuned GPT models are closed and must be adapted on OpenAI's paid servers. Open alternatives are usually tuned on instructions written by GPT-3.5/GPT-4, which can reduce factual accuracy. The authors address this with DARWIN, a family of… 3. **[Agent-based Substructure Counting under Local Differential Privacy](https://md.research.elamur.ai/free/en/papers/zhang-2026-agent-based-substructure-counting-under/)** *(2026 · 1 citation)* The paper addresses how to count small graph patterns such as triangles and k-stars with LLMs without exposing private edge information, for example contacts between patients. ## All works 4 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. **[Finding Critical Users for Social Network Engagement: The Collapsed k-Core Problem ↗](https://doi.org/10.1609/aaai.v31i1.10482) Proceedings of the AAAI Conference on Artificial Intelligence · no summary yet**Fan Zhang et al.*2017 · 95 citations* 2. [**Paths-over-Graph: Knowledge Graph Empowered Large Language Model Reasoning arXiv:2410.14211**Xingyu Tan, Xiaoyang Wang, Qing Liu, et al.*2024 · 80 citations*](https://md.research.elamur.ai/free/en/papers/tan-2024-paths-over-graph-knowledge-graph/) 3. [**DARWIN Series: Domain Specific Large Language Models for Natural Science arXiv:2308.13565**Tong Xie, Yuwei Wan, Wei Huang, et al.*2023 · 55 citations*](https://md.research.elamur.ai/free/en/papers/xie-2023-darwin-series-domain-specific-large/) 4. **[Agent-based Substructure Counting under Local Differential Privacy](https://md.research.elamur.ai/free/en/papers/zhang-2026-agent-based-substructure-counting-under/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Yuting Zhang, Kai Wang, Wei Ni, et al.*2026 · 1 citation* ## Co-authors here 7 co-authors with a page, the most papers together first. - [Chunyu Kit](https://md.research.elamur.ai/free/en/authors/chunyu-kit/) - [Imran Razzak](https://md.research.elamur.ai/free/en/authors/imran-razzak/) - [Kai Wang](https://md.research.elamur.ai/free/en/authors/kai-wang/) - [Qing Liu](https://md.research.elamur.ai/free/en/authors/qing-liu/) - [Wei Huang](https://md.research.elamur.ai/free/en/authors/wei-huang/) - [Xiaoyang Wang](https://md.research.elamur.ai/free/en/authors/xiaoyang-wang/) - [Ying Zhang](https://md.research.elamur.ai/free/en/authors/ying-zhang/) ## 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/): [ACL 2026](https://md.research.elamur.ai/free/en/venues/acl/2026/) - Proceedings of the AAAI Conference on Artificial Intelligence ## Cited by Papers of our library cite their works 36 times (of the 149,439 papers whose bibliographies we read); [10 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/wenjie-zhang/cited-by/). Updated 2 November 2026