--- title: "Qi Liu — author profile and papers — Elamur Research" description: "Qi Liu, University of Science and Technology of China: 2 papers on Elamur Research (2024), h-index 63 — affiliations, topics, co-authors and…" canonical: "https://research.elamur.ai/free/en/authors/qi-liu/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/qi-liu/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Qi Liu # Qi Liu Qi Liu has 2 papers in our library, in 2024, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Vision & language](https://md.research.elamur.ai/free/en/topics/multimodal/), [Efficient models & compression](https://md.research.elamur.ai/free/en/topics/efficient-models/); often with [Aojun Zhou](https://md.research.elamur.ai/free/en/authors/aojun-zhou/), [Bo Zhang](https://md.research.elamur.ai/free/en/authors/bo-zhang/), [Hongsheng Li](https://md.research.elamur.ai/free/en/authors/hongsheng-li/). 2 papers in our library · 2024 [OpenAlex](https://openalex.org/A5100453144) · [ORCID](https://orcid.org/0000-0001-5378-6404) · [**h-index 63**](https://openalex.org/authors/A5100453144) · [1,065 works](https://openalex.org/works?filter=author.id:A5100453144) · [18,279 citations](https://openalex.org/works?filter=author.id:A5100453144&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/qi-liu/#papers) · [🔗 Cited 238 times in our library](https://md.research.elamur.ai/free/en/authors/qi-liu/cited-by/) · [4 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #4606](https://md.research.elamur.ai/free/en/paper-stars/page/47/#star-4606) 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=Qi+Liu) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Qi+Liu) · [dblp](https://dblp.org/search?q=Qi+Liu) · [ACL Anthology](https://aclanthology.org/search/?q=Qi+Liu) ## Affiliations [🎓**University of Science and Technology of China** Hefei · China 2007–2026 · 214 papers*current*](https://md.research.elamur.ai/free/en/universities/university-of-science-and-technology-of-china/) · [🎓**South China University of Technology** Guangzhou · China 2012–2026 · 31 papersEmployment since 2022 · Professor, School of Future Technology*current*](https://md.research.elamur.ai/free/en/universities/south-china-university-of-technology/) · [🎓**Xi'an Jiaotong University** Xi'an · China 2020–2026 · 6 papers*current*](https://md.research.elamur.ai/free/en/universities/xi-an-jiaotong-university/) · [🎓**Nanjing University of Information Science and Technology** Nanjing · China 2012–2025 · 102 papers](https://ror.org/02y0rxk19) · [🏛️**Chinese Academy of Sciences** Beijing · China 2008–2024 · 28 papers](https://md.research.elamur.ai/free/en/government/chinese-academy-of-sciences/) · [🎓**Edinburgh Napier University** Edinburgh · United Kingdom 2017–2020 · 25 papers](https://ror.org/03zjvnn91) · [🎓**National University of Singapore** Singapore · Singapore 2016–2022 · 21 papersEmployment 2019–2022 · Research Fellow, Department of Electrical and Computer Engineering](https://md.research.elamur.ai/free/en/universities/national-university-of-singapore/) · [🎓**City University of Hong Kong** Hong Kong · Hong Kong 2016–2023 · 16 papersEducation until 2020Education since 2016 · Ph.D., Electrical Engineering](https://md.research.elamur.ai/free/en/universities/city-university-of-hong-kong/) · [🎓**Southeast University** Nanjing · China 2017–2024 · 14 papers](https://md.research.elamur.ai/free/en/universities/southeast-university-cn/) · [🎓**University of Hong Kong** Pok Fu Lam · Hong Kong 2022–2025 · 13 papers](https://md.research.elamur.ai/free/en/universities/university-of-hong-kong/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 244 more institutions 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 5 The field of science this work belongs to (OpenAlex fields).[Computer Science · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Computer Vision and Pattern Recognition · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) · [Arts and Humanities · 1 work](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Artificial Intelligence · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Language and Linguistics · 1 work](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 · 2 works](https://md.research.elamur.ai/free/en/topics/language-models/) · [Vision & language · 1 work](https://md.research.elamur.ai/free/en/topics/multimodal/) · [Efficient models & compression · 1 work](https://md.research.elamur.ai/free/en/topics/efficient-models/) ## Works by year ### 2020s [**2024** 2 papers Qi Liu's papers of 2024](https://md.research.elamur.ai/free/en/authors/qi-liu/year/2024/) ## Papers The most cited first (OpenAlex and our library). 1. **[Multimodal ArXiv: A Dataset for Improving Scientific Comprehension of Large Vision-Language Models](https://md.research.elamur.ai/free/en/papers/li-2024-multimodal-arxiv-dataset-improving-scientific/)** *(2024 · 123 citations)* Open-source large vision-language models (LVLMs) handle natural photos well but often fail on abstract visuals such as scientific plots and geometric diagrams. 2. **[Not All Experts are Equal: Efficient Expert Pruning and Skipping for Mixture-of-Experts Large Language Models](https://md.research.elamur.ai/free/en/papers/lu-2024-not-all-experts-are-equal/)** *(2024 · 88 citations)* Mixture-of-Experts LLMs such as Mixtral 8x7B activate only a few experts per token, yet every expert must stay in memory. ## All works 6 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. **[Multimodal ArXiv: A Dataset for Improving Scientific Comprehension of Large Vision-Language Models](https://md.research.elamur.ai/free/en/papers/li-2024-multimodal-arxiv-dataset-improving-scientific/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Lei Li, Yuqi Wang, Runxin Xu, et al.*2024 · 123 citations* 2. **[Insertion-based Decoding with Automatically Inferred Generation Order ↗](https://aclanthology.org/Q19-1042/) Transactions of the Association for Computational Linguistics · no summary yet**Jiatao Gu, Qi Liu, Kyunghyun Cho*2019 · 120 citations* 3. **[Not All Experts are Equal: Efficient Expert Pruning and Skipping for Mixture-of-Experts Large Language Models](https://md.research.elamur.ai/free/en/papers/lu-2024-not-all-experts-are-equal/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Xudong Lu, Qi Liu, Yuhui Xu, et al.*2024 · 88 citations* 4. **[Reka Core, Flash, and Edge: A Series of Powerful Multimodal Language Models ↗](https://arxiv.org/abs/2404.12387) arXiv:2404.12387 · no summary yet**Reka Team: Aitor Ormazabal et al.*2024 · 35 citations* 5. **[Graph Adaptive Semantic Transfer for Cross-domain Sentiment Classification ↗](https://arxiv.org/abs/2205.08772) arXiv:2205.08772 · no summary yet**Kai Zhang et al.*2022 · 17 citations* 6. **[Vibe-Eval: A hard evaluation suite for measuring progress of multimodal language models ↗](https://arxiv.org/abs/2405.02287) arXiv:2405.02287 · no summary yet**Piotr Padlewski et al.*2024 · 16 citations* ## Co-authors here 9 co-authors with a page, the most papers together first. - [Aojun Zhou](https://md.research.elamur.ai/free/en/authors/aojun-zhou/) - [Bo Zhang](https://md.research.elamur.ai/free/en/authors/bo-zhang/) - [Hongsheng Li](https://md.research.elamur.ai/free/en/authors/hongsheng-li/) - [Lei Li](https://md.research.elamur.ai/free/en/authors/lei-li/) - [Lingpeng Kong](https://md.research.elamur.ai/free/en/authors/lingpeng-kong/) - [Peiyi Wang](https://md.research.elamur.ai/free/en/authors/peiyi-wang/) - [Runxin Xu](https://md.research.elamur.ai/free/en/authors/runxin-xu/) - [Siyuan Huang](https://md.research.elamur.ai/free/en/authors/siyuan-huang/) - [Yuqi Wang](https://md.research.elamur.ai/free/en/authors/yuqi-wang/) ## 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 2024](https://md.research.elamur.ai/free/en/venues/acl/2024/) ×2 - Transactions of the Association for Computational Linguistics ## Cited by Papers of our library cite their works 238 times (of the 141,840 papers whose bibliographies we read); [27 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/qi-liu/cited-by/). Updated 24 October 2026