--- title: "Xintong Li — author profile and papers — Elamur Research" description: "Xintong Li, Shanghai Jiao Tong University: 3 papers on Elamur Research (2025–2026), h-index 0 — affiliations, topics, co-authors and who…" canonical: "https://research.elamur.ai/free/en/authors/xintong-li/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/xintong-li/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Xintong Li # Xintong Li Xintong Li has 3 papers in our library, in 2025–2026, most of them on [Reasoning](https://md.research.elamur.ai/free/en/topics/reasoning/), [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 [Junda Wu](https://md.research.elamur.ai/free/en/authors/junda-wu/), [Branislav Kveton](https://md.research.elamur.ai/free/en/authors/branislav-kveton/), [Chengkai Huang](https://md.research.elamur.ai/free/en/authors/chengkai-huang/). 3 papers in our library · 2025–2026 [OpenAlex](https://openalex.org/A5139802839) · [**h-index 0**](https://openalex.org/authors/A5139802839) · [4 works](https://openalex.org/works?filter=author.id:A5139802839) · [0 citations](https://openalex.org/works?filter=author.id:A5139802839&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 3 works in our library](https://md.research.elamur.ai/free/en/authors/xintong-li/#papers) · [🔗 Cited 10 times in our library](https://md.research.elamur.ai/free/en/authors/xintong-li/cited-by/) · [⭐ Paper Stars ranking: #8932](https://md.research.elamur.ai/free/en/paper-stars/page/90/#star-8932) 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=Xintong+Li) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Xintong+Li) · [dblp](https://dblp.org/search?q=Xintong+Li) · [ACL Anthology](https://aclanthology.org/search/?q=Xintong+Li) ## Affiliations [🏢**Apple** Cupertino · United States 2026 · 1 paper*current*](https://md.research.elamur.ai/free/en/companies/apple/) · [🎓**Shanghai Jiao Tong University** Shanghai · China 2026 · 1 paper*current*](https://md.research.elamur.ai/free/en/universities/shanghai-jiao-tong-university/) · [🎓**University of California San Diego** San Diego · United States 2026 · 1 paper*current*](https://md.research.elamur.ai/free/en/universities/university-of-california-san-diego/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. ## Fields, topics and concepts Of its works in our library, with the number of works on each. 📚 Shelves 8 The field of science this work belongs to (OpenAlex fields).[Artificial Intelligence · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Arts and Humanities · 3 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Language and Linguistics · 3 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Decision Sciences · 1 work](https://md.research.elamur.ai/free/en/shelves/decision-sciences/) · [Management Science and Operations Research · 1 work](https://md.research.elamur.ai/free/en/shelves/decision-sciences/management-science-and-operations-research/) · [Computer Vision and Pattern Recognition · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) · [Signal Processing · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/signal-processing/) 🧭 Topics 3 Research subjects and languages the work is about.[Efficient models & compression · 1 work](https://md.research.elamur.ai/free/en/topics/efficient-models/) · [Reasoning · 1 work](https://md.research.elamur.ai/free/en/topics/reasoning/) · [Vision & language · 1 work](https://md.research.elamur.ai/free/en/topics/multimodal/) ## Works by year ### 2020s [**2026** 2 papers](https://md.research.elamur.ai/free/en/authors/xintong-li/year/2026/) · [**2025** 1 paper](https://md.research.elamur.ai/free/en/authors/xintong-li/year/2025/) ## Papers The most cited first (OpenAlex and our library). 1. **[From Selection to Generation: A Survey of LLM-based Active Learning](https://md.research.elamur.ai/free/en/papers/xia-2025-selection-generation-survey-llm-based/)** *(2025 · 22 citations)* Active learning (AL) traditionally lowers labeling effort by picking the most useful unlabeled examples with metrics such as uncertainty or diversity. 2. **[MelTrim: Coarse-to-Fine Data Pruning for Speech Classification](https://md.research.elamur.ai/free/en/papers/wang-2026-meltrim-coarse-fine-data-pruning/)** *(2026)* Data pruning, which means selecting a small coreset that trains models nearly as well as the full dataset, has been studied mostly for images and text. 3. **[SceneAlign: Aligning Multimodal Reasoning to Scene Graphs in Complex Visual Scenes](https://md.research.elamur.ai/free/en/papers/wang-2026-scenealign-aligning-multimodal-reasoning-scene/)** *(2026)* Multimodal LLMs often produce rationales that sound convincing but are not tied to what the image actually shows. ## Co-authors here 12 of 18 co-authors with a page, the most papers together first. - [Junda Wu](https://md.research.elamur.ai/free/en/authors/junda-wu/) ×2 - [Branislav Kveton](https://md.research.elamur.ai/free/en/authors/branislav-kveton/) - [Chengkai Huang](https://md.research.elamur.ai/free/en/authors/chengkai-huang/) - [Franck Dernoncourt](https://md.research.elamur.ai/free/en/authors/franck-dernoncourt/) - [Hanjia Lyu](https://md.research.elamur.ai/free/en/authors/hanjia-lyu/) - [Hongjie Chen](https://md.research.elamur.ai/free/en/authors/hongjie-chen/) - [Jingbo Shang](https://md.research.elamur.ai/free/en/authors/jingbo-shang/) - [Joe Barrow](https://md.research.elamur.ai/free/en/authors/joe-barrow/) - [Julian McAuley](https://md.research.elamur.ai/free/en/authors/julian-mcauley/) - [Lina Yao](https://md.research.elamur.ai/free/en/authors/lina-yao/) - [Linfeng Zhang](https://md.research.elamur.ai/free/en/authors/linfeng-zhang/) - [Ryan Aponte](https://md.research.elamur.ai/free/en/authors/ryan-aponte/) ## 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 2026](https://md.research.elamur.ai/free/en/venues/acl/2026/), [ACL 2025](https://md.research.elamur.ai/free/en/venues/acl/2025/) - [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 10 times (of the 149,439 papers whose bibliographies we read); [3 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/xintong-li/cited-by/). Updated 1 November 2026