--- title: "Xuming Hu — author profile and papers — Elamur Research" description: "Xuming Hu, Hong Kong University of Science and Technology: 2 papers on Elamur Research (2023), h-index 17 — affiliations, topics…" canonical: "https://research.elamur.ai/free/en/authors/xuming-hu/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/xuming-hu/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Xuming Hu # Xuming Hu Xuming Hu has 2 papers in our library, in 2023, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Evaluation & benchmarks](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/), [Code & programming languages](https://md.research.elamur.ai/free/en/topics/code-and-programming/); often with [Cheng Jiayang](https://md.research.elamur.ai/free/en/authors/cheng-jiayang/), [Cunxiang Wang](https://md.research.elamur.ai/free/en/authors/cunxiang-wang/), [Linyi Yang](https://md.research.elamur.ai/free/en/authors/linyi-yang/). 2 papers in our library · 2023 [OpenAlex](https://openalex.org/A5043651092) · [ORCID](https://orcid.org/0000-0001-6075-4224) · [Wikidata](https://www.wikidata.org/wiki/Q130837312) · [**h-index 17**](https://openalex.org/authors/A5043651092) · [97 works](https://openalex.org/works?filter=author.id:A5043651092) · [1,040 citations](https://openalex.org/works?filter=author.id:A5043651092&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/xuming-hu/#papers) · [🔗 Cited 251 times in our library](https://md.research.elamur.ai/free/en/authors/xuming-hu/cited-by/) · [10 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #4199](https://md.research.elamur.ai/free/en/paper-stars/page/42/#star-4199) 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=Xuming+Hu) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Xuming+Hu) · [dblp](https://dblp.org/search?q=Xuming+Hu) · [ACL Anthology](https://aclanthology.org/search/?q=Xuming+Hu) ## Affiliations [🎓**The Hong Kong University of Science and Technology (Guangzhou)** Guangzhou · China 2023–2026 · 148 papers*current*](https://md.research.elamur.ai/free/en/universities/the-hong-kong-university-of-science-and-technology-guangzhou/) · [🎓**Hong Kong University of Science and Technology** Hong Kong · China 2024–2026 · 90 papers*current*](https://md.research.elamur.ai/free/en/universities/hong-kong-university-of-science-and-technology/) · [🎓**Tsinghua University** Beijing · China 2019–2024 · 52 papersEducation 2019–2024 · School of Software](https://md.research.elamur.ai/free/en/universities/tsinghua-university/) · [🔬**Guangzhou HKUST Fok Ying Tung Research Institute** Guangzhou · China 2023–2026 · 2 papers](https://ror.org/05cvbj479) · [🎓**Chinese University of Hong Kong** Hong Kong · China 2024–2025 · 2 papers](https://md.research.elamur.ai/free/en/universities/chinese-university-of-hong-kong/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 6 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 6 The field of science this work belongs to (OpenAlex fields).[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/) · [Artificial Intelligence · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Language and Linguistics · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Information Systems · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/information-systems/) · [Computer Networks and Communications · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-networks-and-communications/) 🧭 Topics 5 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/) · [Code & programming languages · 1 work](https://md.research.elamur.ai/free/en/topics/code-and-programming/) · [Evaluation & benchmarks · 1 work](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/) · [Semantic parsing & meaning representation · 1 work](https://md.research.elamur.ai/free/en/topics/semantic-parsing/) ## Works by year ### 2020s [**2023** 2 papers Xuming Hu's papers of 2023](https://md.research.elamur.ai/free/en/authors/xuming-hu/year/2023/) ## Papers The most cited first (OpenAlex and our library). 1. **[Survey on Factuality in Large Language Models: Knowledge, Retrieval and Domain-Specificity](https://md.research.elamur.ai/free/en/papers/wang-2023-survey-factuality-large-language-models/)** *(2023 · 170 citations)* Large language models are increasingly used as knowledge sources in search, chat assistants and high-stakes fields such as medicine, law and finance, yet they often state things that contradict established facts. 2. **[A comprehensive evaluation of ChatGPT's zero-shot Text-to-SQL capability](https://md.research.elamur.ai/free/en/papers/liu-2023-comprehensive-evaluation-chatgpt-s-zero/)** *(2023 · 127 citations)* The paper asks how well ChatGPT turns natural-language questions into executable SQL with no task-specific training. ## All works 12 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. [**Survey on Factuality in Large Language Models: Knowledge, Retrieval and Domain-Specificity arXiv:2310.07521**Cunxiang Wang, Xiaoze Liu, Yuanhao Yue, et al.*2023 · 170 citations*](https://md.research.elamur.ai/free/en/papers/wang-2023-survey-factuality-large-language-models/) 2. [**A comprehensive evaluation of ChatGPT's zero-shot Text-to-SQL capability arXiv:2303.13547**Aiwei Liu, Xuming Hu, Lijie Wen, et al.*2023 · 127 citations*](https://md.research.elamur.ai/free/en/papers/liu-2023-comprehensive-evaluation-chatgpt-s-zero/) 3. **[ErrorRadar: Benchmarking Complex Mathematical Reasoning of Multimodal Large Language Models Via Error Detection ↗](https://aclanthology.org/2026.findings-acl.1217/) Findings of the Association for Computational Linguistics: ACL 2026 · no summary yet**Yibo Yan et al.*2026 · 23 citations* 4. **[Position: Multimodal Large Language Models Can Significantly Advance Scientific Reasoning ↗](https://aclanthology.org/2026.findings-acl.1228/) Findings of the Association for Computational Linguistics: ACL 2026 · no summary yet**Yibo Yan et al.*2026 · 23 citations* 5. **[Can LLM Watermarks Robustly Prevent Unauthorized Knowledge Distillation? ↗](https://aclanthology.org/2025.acl-long.648/) Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yet**Leyi Pan et al.*2025 · 11 citations* 6. **[Internal Chain-of-Thought: Empirical Evidence for Layer-wise Subtask Scheduling in LLMs ↗](https://aclanthology.org/2025.emnlp-main.1147/) Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing · no summary yet**Zhipeng Yang et al.*2025 · 6 citations* 7. **[CAFES: A Collaborative Multi-Agent Framework for Multi-Granular Multimodal Essay Scoring ↗](https://aclanthology.org/2026.alvr-main.10/) Proceedings of the 4th Workshop on Advances in Language and Vision Research (ALVR) · no summary yet**Jiamin Su et al.*2026 · 4 citations* 8. **[StreamMeCo: Long-Term Agent Memory Compression for Efficient Streaming Video Understanding ↗](https://aclanthology.org/2026.findings-acl.647/) Findings of the Association for Computational Linguistics: ACL 2026 · no summary yet**Junxi Wang et al.*2026 · 3 citations* 9. **[Sculpting the Vector Space: Towards Efficient Multi-Vector Visual Document Retrieval via Prune-then-Merge Framework ↗](https://aclanthology.org/2026.findings-acl.1247/) Findings of the Association for Computational Linguistics: ACL 2026 · no summary yet**Yibo Yan et al.*2026 · 2 citations* 10. **[GM-PRM: A Generative Multimodal Process Reward Model for Multimodal Mathematical Reasoning ↗](https://aclanthology.org/2026.alvr-main.11/) Proceedings of the 4th Workshop on Advances in Language and Vision Research (ALVR) · no summary yet**Jianghangfan Zhang et al.*2026 · 2 citations* 11. **[Vision-Language Introspection: Mitigating Overconfident Hallucinations in MLLMs via Interpretable Bi-Causal Steering ↗](https://aclanthology.org/2026.acl-long.1784/) Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yet**Shuliang Liu et al.*2026 · 1 citation* 12. **[SAMark: A Self-Anchored Text Watermarking with Paragraph-Level Paraphrase Robustness ↗](https://arxiv.org/abs/2605.25796) arXiv:2605.25796 · no summary yet**Jiahao Huo et al.*2026* ## Co-authors here 9 co-authors with a page, the most papers together first. - [Cheng Jiayang](https://md.research.elamur.ai/free/en/authors/cheng-jiayang/) - [Cunxiang Wang](https://md.research.elamur.ai/free/en/authors/cunxiang-wang/) - [Linyi Yang](https://md.research.elamur.ai/free/en/authors/linyi-yang/) - [Philip S. Yu](https://md.research.elamur.ai/free/en/authors/philip-s-yu/) - [Wenyang Gao](https://md.research.elamur.ai/free/en/authors/wenyang-gao/) - [Xiangru Tang](https://md.research.elamur.ai/free/en/authors/xiangru-tang/) - [Yidong Wang](https://md.research.elamur.ai/free/en/authors/yidong-wang/) - [Yunzhi Yao](https://md.research.elamur.ai/free/en/authors/yunzhi-yao/) - [Zehan Qi](https://md.research.elamur.ai/free/en/authors/zehan-qi/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - Findings of the Association for Computational Linguistics: ACL 2026 ×4 - Proceedings of the 4th Workshop on Advances in Language and Vision Research (ALVR) ×2 - Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) ×2 - Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing ## Cited by Papers of our library cite their works 251 times (of the 141,840 papers whose bibliographies we read); [15 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/xuming-hu/cited-by/). Updated 24 October 2026