--- title: "Junxian Li — author profile and papers — Elamur Research" description: "Junxian Li, Aviation Industry Corporation of China: 2 papers on Elamur Research (2023–2026), h-index 7 — affiliations, topics, co-authors…" canonical: "https://research.elamur.ai/free/en/authors/junxian-li/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/junxian-li/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Junxian Li # Junxian Li Junxian Li has 2 papers in our library, in 2023–2026, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Efficient models & compression](https://md.research.elamur.ai/free/en/topics/efficient-models/); often with [Erik Cambria](https://md.research.elamur.ai/free/en/authors/erik-cambria/), [Linfeng Zhang](https://md.research.elamur.ai/free/en/authors/linfeng-zhang/), [Soujanya Poria](https://md.research.elamur.ai/free/en/authors/soujanya-poria/). 2 papers in our library · 2023–2026 [OpenAlex](https://openalex.org/A5100749815) · [ORCID](https://orcid.org/0000-0002-0937-9489) · [**h-index 7**](https://openalex.org/authors/A5100749815) · [42 works](https://openalex.org/works?filter=author.id:A5100749815) · [151 citations](https://openalex.org/works?filter=author.id:A5100749815&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/junxian-li/#papers) · [🔗 Cited 68 times in our library](https://md.research.elamur.ai/free/en/authors/junxian-li/cited-by/) · [⭐ Paper Stars ranking: #7952](https://md.research.elamur.ai/free/en/paper-stars/page/80/#star-7952) 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=Junxian+Li) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Junxian+Li) · [dblp](https://dblp.org/search?q=Junxian+Li) · [ACL Anthology](https://aclanthology.org/search/?q=Junxian+Li) ## Affiliations [🏢**Aviation Industry Corporation of China** Beijing · China 2026 · 1 paper*current*](https://ror.org/02wq41p38) · [🎓**Guangzhou Panyu Polytechnic** Guangzhou · China 2024–2025 · 3 papers](https://ror.org/01j9jcf33) · [🎓**Xi'an Jiaotong University** Xi'an · China 2023–2024 · 3 papers](https://md.research.elamur.ai/free/en/universities/xi-an-jiaotong-university/) · [🏢**State Grid Corporation of China** Beijing · China 2016–2018 · 3 papers](https://md.research.elamur.ai/free/en/companies/state-grid-corporation-of-china/) · [🎓**Nanjing University of Aeronautics and Astronautics** Nanjing · China 2024 · 2 papers](https://md.research.elamur.ai/free/en/universities/nanjing-university-of-aeronautics-and-astronautics/) · [🎓**Tongji University** Shanghai · China 2022–2023 · 2 papers](https://md.research.elamur.ai/free/en/universities/tongji-university/) · [🎓**University of Electronic Science and Technology of China** Chengdu · China 2018–2019 · 2 papers](https://md.research.elamur.ai/free/en/universities/university-of-electronic-science-and-technology-of-china/) · [🎓**Fudan University** Shanghai · China 2017–2018 · 2 papers](https://md.research.elamur.ai/free/en/universities/fudan-university/) · [🎓**Jiangsu University of Science and Technology** Zhenjiang · China 2017–2018 · 2 papers](https://ror.org/00tyjp878) · [🎓**Yanshan University** Qinhuangdao · China 2008–2009 · 2 papers](https://ror.org/02txfnf15) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 7 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 7 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/) · [Social Sciences · 1 work](https://md.research.elamur.ai/free/en/shelves/social-sciences/) · [Artificial Intelligence · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [General Social Sciences · 1 work](https://md.research.elamur.ai/free/en/shelves/social-sciences/general-social-sciences/) · [Language and Linguistics · 1 work](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) 🧭 Topics 2 Research subjects and languages the work is about.[Language models & pretraining · 1 work](https://md.research.elamur.ai/free/en/topics/language-models/) · [Efficient models & compression · 1 work](https://md.research.elamur.ai/free/en/topics/efficient-models/) ## Works by year ### 2020s [**2026** 1 paper](https://md.research.elamur.ai/free/en/authors/junxian-li/year/2026/) · [**2023** 1 paper](https://md.research.elamur.ai/free/en/authors/junxian-li/year/2023/) ## Papers The most cited first (OpenAlex and our library). 1. **[Large Language Models for Automated Open-domain Scientific Hypotheses Discovery](https://md.research.elamur.ai/free/en/papers/yang-2023-large-language-models-automated/)** *(2023 · 96 citations)* The paper addresses hypothetical induction, the reasoning scientists use to move from observations to explanatory hypotheses. 2. **[StreamMeCo: Long-Term Agent Memory Compression for Efficient Streaming Video Understanding](https://md.research.elamur.ai/free/en/papers/wang-2026-streammeco-long-term-agent-memory/)** *(2026 · 3 citations)* Agent-based streaming video systems like M3-Agent store what they observe as a memory graph. Text nodes describe visual content, and face and voice nodes represent entities. As videos get longer, the number of text nodes grows sharply, and retrieval latency becomes too high for real-time question answering. ## Co-authors here 8 co-authors with a page, the most papers together first. - [Erik Cambria](https://md.research.elamur.ai/free/en/authors/erik-cambria/) - [Linfeng Zhang](https://md.research.elamur.ai/free/en/authors/linfeng-zhang/) - [Soujanya Poria](https://md.research.elamur.ai/free/en/authors/soujanya-poria/) - [Xinya Du](https://md.research.elamur.ai/free/en/authors/xinya-du/) - [Xuming Hu](https://md.research.elamur.ai/free/en/authors/xuming-hu/) - [Zhiyu li](https://md.research.elamur.ai/free/en/authors/zhiyu-li/) - [Zichen Wen](https://md.research.elamur.ai/free/en/authors/zichen-wen/) - [Zonglin Yang](https://md.research.elamur.ai/free/en/authors/zonglin-yang/) ## 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](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 68 times (of the 149,439 papers whose bibliographies we read); [26 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/junxian-li/cited-by/). Updated 2 November 2026