🧑‍🔬 Qi Liu

🏛️ Affiliations

🎓University of Science and Technology of ChinaHefei · China2007–2026 · 214 paperscurrent🎓South China University of TechnologyGuangzhou · China2012–2026 · 31 papersEmployment since 2022 · Professor, School of Future Technologycurrent🎓Xi'an Jiaotong UniversityXi'an · China2020–2026 · 6 paperscurrent🎓Nanjing University of Information Science and TechnologyNanjing · China2012–2025 · 102 papers🏛️Chinese Academy of SciencesBeijing · China2008–2024 · 28 papers🎓Edinburgh Napier UniversityEdinburgh · United Kingdom2017–2020 · 25 papers🎓National University of SingaporeSingapore · Singapore2016–2022 · 21 papersEmployment 2019–2022 · Research Fellow, Department of Electrical and Computer Engineering🎓City University of Hong KongHong Kong · Hong Kong2016–2023 · 16 papersEducation until 2020Education since 2016 · Ph.D., Electrical Engineering🎓Southeast UniversityNanjing · China2017–2024 · 14 papers🎓University of Hong KongPok Fu Lam · Hong Kong2022–2025 · 13 papers

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.

📅 Works by year

2020s

📄 Papers

The most cited first (OpenAlex and our library).

1. Multimodal ArXiv: A Dataset for Improving Scientific Comprehension of Large Vision-Language Models (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 (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 ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Lei Li, Yuqi Wang, Runxin Xu, et al.2024 · 123 citations
2. Insertion-based Decoding with Automatically Inferred Generation OrderTransactions of the Association for Computational Linguistics · original ↗ · no summary yetJiatao Gu, Qi Liu, Kyunghyun Cho2019 · 120 citations
3. Not All Experts are Equal: Efficient Expert Pruning and Skipping for Mixture-of-Experts Large Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Xudong Lu, Qi Liu, Yuhui Xu, et al.2024 · 88 citations
4. Reka Core, Flash, and Edge: A Series of Powerful Multimodal Language ModelsarXiv:2404.12387 · original ↗ · no summary yetReka Team: Aitor Ormazabal et al.2024 · 35 citations
5. Graph Adaptive Semantic Transfer for Cross-domain Sentiment ClassificationarXiv:2205.08772 · original ↗ · no summary yetKai Zhang et al.2022 · 17 citations
6. Vibe-Eval: A hard evaluation suite for measuring progress of multimodal language modelsarXiv:2405.02287 · original ↗ · no summary yetPiotr Padlewski et al.2024 · 16 citations

🤝 Co-authors here

9 co-authors with a page, the most papers together first.

• Aojun Zhou
• Bo Zhang
• Hongsheng Li
• Lei Li
• Lingpeng Kong
• Peiyi Wang
• Runxin Xu
• Siyuan Huang
• 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) ×2: 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 →.

Updated 24 October 2026

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