--- title: "Guangyou Zhou — author profile and papers in our library" description: "Guangyou Zhou, Central China Normal University: 2 papers on Elamur Research (2014–2026), h-index 27 — affiliations, topics, co-authors…" canonical: "https://research.elamur.ai/free/en/authors/guangyou-zhou/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/guangyou-zhou/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Guangyou Zhou # Guangyou Zhou Guangyou Zhou has 2 papers in our library, in 2014–2026, most of them on [Knowledge graphs & ontologies](https://md.research.elamur.ai/free/en/topics/knowledge-graphs/); often with [Daojian Zeng](https://md.research.elamur.ai/free/en/authors/daojian-zeng/), [Derek F. Wong](https://md.research.elamur.ai/free/en/authors/derek-f-wong/), [Jun Zhao](https://md.research.elamur.ai/free/en/authors/jun-zhao/). 2 papers in our library · 2014–2026 [OpenAlex](https://openalex.org/A5007102035) · [ORCID](https://orcid.org/0000-0002-7675-6619) · [Wikidata](https://www.wikidata.org/wiki/Q130915878) · [**h-index 27**](https://openalex.org/authors/A5007102035) · [100 works](https://openalex.org/works?filter=author.id:A5007102035) · [3,542 citations](https://openalex.org/works?filter=author.id:A5007102035&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/guangyou-zhou/#papers) · [🔗 Cited 357 times in our library](https://md.research.elamur.ai/free/en/authors/guangyou-zhou/cited-by/) · [2 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #1854](https://md.research.elamur.ai/free/en/paper-stars/page/19/#star-1854) 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=Guangyou+Zhou) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Guangyou+Zhou) · [dblp](https://dblp.org/search?q=Guangyou+Zhou) · [ACL Anthology](https://aclanthology.org/search/?q=Guangyou+Zhou) ## Affiliations [🎓**Central China Normal University** Wuhan · China 2014–2026 · 66 papers*current*](https://md.research.elamur.ai/free/en/universities/central-china-normal-university/) · [🔬**Institute of Automation** Beijing · China 2011–2015 · 18 papers](https://md.research.elamur.ai/free/en/labs/institute-of-automation/) · [🏛️**Chinese Academy of Sciences** Beijing · China 2011–2015 · 17 papers](https://md.research.elamur.ai/free/en/government/chinese-academy-of-sciences/) · [🎓**Fudan University** Shanghai · China 2022 · 2 papers](https://md.research.elamur.ai/free/en/universities/fudan-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 4 The field of science this work belongs to (OpenAlex fields).[Artificial Intelligence · 2 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/) · [Computer Science · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Language and Linguistics · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) 🧭 Topics 1 Research subjects and languages the work is about.[Knowledge graphs & ontologies · 1 work](https://md.research.elamur.ai/free/en/topics/knowledge-graphs/) 💡 Concepts 2 Key ideas and methods explained on our concept pages.[Information extraction · 1 work](https://md.research.elamur.ai/free/en/concepts/information-extraction/) · [Parsing · 1 work](https://md.research.elamur.ai/free/en/concepts/parsing/) ## Works by year ### 2020s [**2026** 1 paper](https://md.research.elamur.ai/free/en/authors/guangyou-zhou/year/2026/) ### 2010s [**2014** 1 paper](https://md.research.elamur.ai/free/en/authors/guangyou-zhou/year/2014/) ## Papers The most cited first (OpenAlex and our library). 1. **[Relation Classification via Convolutional Deep Neural Network](https://md.research.elamur.ai/free/en/papers/zeng-2014-relation-classification-convolutional-deep-neural/)** *(2014 · 1,673 citations)* The paper addresses relation classification: deciding which semantic relation holds between two marked nominals in a sentence. 2. **[MAKI: Multi-layer Aligned Knowledge Injection for Structure-aware Knowledge Graph Completion with Large Language Models](https://md.research.elamur.ai/free/en/papers/xie-2026-maki-multi-layer-aligned-knowledge/)** *(2026)* MAKI addresses a weakness in LLM-based knowledge graph completion (KGC). Current LLM approaches use little of the graph's topology. Methods such as KoPA and SAT add structure through RotatE-style embeddings, but those embeddings live in a different vector space from the LLM and cannot represent entities unseen in… ## All works 4 works of theirs in our library, the most cited first; 2 with a page here, the others link their original until we summarise them. 1. **[Relation Classification via Convolutional Deep Neural Network](https://md.research.elamur.ai/free/en/papers/zeng-2014-relation-classification-convolutional-deep-neural/) [International Conference on Computational Linguistics (COLING)](https://md.research.elamur.ai/free/en/venues/coling/)**Daojian Zeng, Kang Liu, Siwei Lai, et al.*2014 · 1,673 citations* 2. **[Bi-Transferring Deep Neural Networks for Domain Adaptation ↗](https://aclanthology.org/P16-1031/) Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yet**Guangyou Zhou et al.*2016 · 74 citations* 3. **[ReInceptionE: Relation-Aware Inception Network with Joint Local-Global Structural Information for Knowledge Graph Embedding ↗](https://aclanthology.org/2020.acl-main.526/) Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics · no summary yet**Zhiwen Xie et al.*2020 · 67 citations* 4. **[MAKI: Multi-layer Aligned Knowledge Injection for Structure-aware Knowledge Graph Completion with Large Language Models](https://md.research.elamur.ai/free/en/papers/xie-2026-maki-multi-layer-aligned-knowledge/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Zhiwen Xie, Xin Wang, Guangyou Zhou, et al.*2026* ## Co-authors here 5 co-authors with a page, the most papers together first. - [Daojian Zeng](https://md.research.elamur.ai/free/en/authors/daojian-zeng/) - [Derek F. Wong](https://md.research.elamur.ai/free/en/authors/derek-f-wong/) - [Jun Zhao](https://md.research.elamur.ai/free/en/authors/jun-zhao/) - [Kang Liu](https://md.research.elamur.ai/free/en/authors/kang-liu/) - [Xin Wang](https://md.research.elamur.ai/free/en/authors/xin-wang/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics ×2 - [International Conference on Computational Linguistics (COLING)](https://md.research.elamur.ai/free/en/venues/coling/): [COLING 2014](https://md.research.elamur.ai/free/en/venues/coling/2014/) - [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/) ## Cited by Papers of our library cite their works 357 times (of the 149,439 papers whose bibliographies we read); [40 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/guangyou-zhou/cited-by/). Updated 2 November 2026