--- title: "Xiaoye Qu — author profile and papers — Elamur Research" description: "Xiaoye Qu, Huazhong University of Science and Technology Hospital: 2 papers on Elamur Research (2023–2024), h-index 25 — affiliations…" canonical: "https://research.elamur.ai/free/en/authors/xiaoye-qu/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/xiaoye-qu/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Xiaoye Qu # Xiaoye Qu Xiaoye Qu has 2 papers in our library, in 2023–2024, most of them on [Named entity recognition](https://md.research.elamur.ai/free/en/topics/named-entity-recognition/), [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Semitic languages](https://md.research.elamur.ai/free/en/topics/semitic-languages/); often with [Baoxing Huai](https://md.research.elamur.ai/free/en/authors/baoxing-huai/), [Conghui He](https://md.research.elamur.ai/free/en/authors/conghui-he/), [Yu Cheng](https://md.research.elamur.ai/free/en/authors/yu-cheng/). 2 papers in our library · 2023–2024 [OpenAlex](https://openalex.org/A5065871371) · [ORCID](https://orcid.org/0000-0002-4907-3978) · [Wikidata](https://www.wikidata.org/wiki/Q131165931) · [**h-index 25**](https://openalex.org/authors/A5065871371) · [117 works](https://openalex.org/works?filter=author.id:A5065871371) · [1,643 citations](https://openalex.org/works?filter=author.id:A5065871371&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/xiaoye-qu/#papers) · [🔗 Cited 183 times in our library](https://md.research.elamur.ai/free/en/authors/xiaoye-qu/cited-by/) · [3 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #4865](https://md.research.elamur.ai/free/en/paper-stars/page/49/#star-4865) 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=Xiaoye+Qu) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Xiaoye+Qu) · [dblp](https://dblp.org/search?q=Xiaoye+Qu) · [ACL Anthology](https://aclanthology.org/search/?q=Xiaoye+Qu) ## Affiliations [🎓**Huazhong University of Science and Technology** Wuhan · China 2018–2026 · 53 papers*current*](https://md.research.elamur.ai/free/en/universities/huazhong-university-of-science-and-technology/) · [🔬**Shanghai Artificial Intelligence Laboratory** Shanghai · China 2024–2026 · 29 papers*current*](https://md.research.elamur.ai/free/en/labs/shanghai-artificial-intelligence-laboratory/) · [🏢**ByteDance** Beijing · China 2026 · 1 paper*current*](https://md.research.elamur.ai/free/en/companies/bytedance/) · [🏥**Huazhong University of Science and Technology Hospital** Wuhan · China 2026 · 1 paper*current*](https://ror.org/05f9vfg11) · [🎓**Renmin University of China** Beijing · China 2026 · 1 paper*current*](https://md.research.elamur.ai/free/en/universities/renmin-university-of-china/) · [🏢**Huawei Technologies** Shenzhen · China 2020–2023 · 16 papers](https://md.research.elamur.ai/free/en/companies/huawei-technologies/) 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. ## Concepts, shelves and topics Of its works in our library: the number of works on each and its rating among them. 📚 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 3 Research subjects and languages the work is about.[Language models & pretraining · 1 work](https://md.research.elamur.ai/free/en/topics/language-models/) · [Named entity recognition · 1 work](https://md.research.elamur.ai/free/en/topics/named-entity-recognition/) · [Semitic languages · 1 work](https://md.research.elamur.ai/free/en/topics/semitic-languages/) ## Works by year ### 2020s [**2024** 1 paper Xiaoye Qu's papers of 2024](https://md.research.elamur.ai/free/en/papers/zhu-2024-llama-moe-building-mixture-experts/) · [**2023** 1 paper Xiaoye Qu's papers of 2023](https://md.research.elamur.ai/free/en/papers/qu-2023-survey-arabic-named-entity-recognition/) ## Papers The most cited first (OpenAlex and our library). 1. **[LLaMA-MoE: Building Mixture-of-Experts from LLaMA with Continual Pre-Training](https://md.research.elamur.ai/free/en/papers/zhu-2024-llama-moe-building-mixture-experts/)** *(2024 · 85 citations)* Training sparse Mixture-of-Experts (MoE) language models from scratch needs a lot of data and can be unstable. 2. **[A Survey on Arabic Named Entity Recognition: Past, Recent Advances, and Future Trends](https://md.research.elamur.ai/free/en/papers/qu-2023-survey-arabic-named-entity-recognition/)** *(2023 · 64 citations)* This survey reviews how named entity recognition for Arabic has developed and why it is harder than English NER. ## All works 5 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. **[LLaMA-MoE: Building Mixture-of-Experts from LLaMA with Continual Pre-Training](https://md.research.elamur.ai/free/en/papers/zhu-2024-llama-moe-building-mixture-experts/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Tong Zhu, Xiaoye Qu, Daize Dong, et al.*2024 · 85 citations* 2. **[A Survey on Arabic Named Entity Recognition: Past, Recent Advances, and Future Trends](https://md.research.elamur.ai/free/en/papers/qu-2023-survey-arabic-named-entity-recognition/) [IEEE Transactions on Knowledge and Data Engineering](https://md.research.elamur.ai/free/en/venues/ieee-transactions-on-knowledge-and-data-engineering/)**Xiaoye Qu, Yingjie Gu, Qingrong Xia, et al.*2023 · 64 citations* 3. **[PRMBench: A Fine-grained and Challenging Benchmark for Process-Level Reward Models ↗](https://aclanthology.org/2025.acl-long.1230/) Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yet**Mingyang Song et al.*2025 · 63 citations* 4. **[A Survey of Efficient Reasoning for Large Reasoning Models: Language, Multimodality, and Beyond ↗](https://arxiv.org/abs/2503.21614) arXiv:2503.21614 · no summary yet**Xiaoye Qu et al.*2025 · 54 citations* 5. **[Scaling Reasoning, Losing Control: Evaluating Instruction Following in Large Reasoning Models ↗](https://aclanthology.org/2026.acl-long.1878/) Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yet**Tingchen Fu et al.*2026 · 11 citations* ## Co-authors here 4 co-authors with a page, the most papers together first. - [Baoxing Huai](https://md.research.elamur.ai/free/en/authors/baoxing-huai/) - [Conghui He](https://md.research.elamur.ai/free/en/authors/conghui-he/) - [Yu Cheng](https://md.research.elamur.ai/free/en/authors/yu-cheng/) - [Zhefeng Wang](https://md.research.elamur.ai/free/en/authors/zhefeng-wang/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) ×2 - [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/): [EMNLP 2024](https://md.research.elamur.ai/free/en/venues/emnlp/2024/) - [IEEE Transactions on Knowledge and Data Engineering](https://md.research.elamur.ai/free/en/venues/ieee-transactions-on-knowledge-and-data-engineering/): [IEEE Transactions on Knowledge and Data Engineering 2023](https://md.research.elamur.ai/free/en/venues/ieee-transactions-on-knowledge-and-data-engineering/2023/) ## Cited by Papers of our library cite their works 183 times (of the 141,840 papers whose bibliographies we read); [5 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/xiaoye-qu/cited-by/). Updated 24 October 2026