Xintong Li
Xintong Li has 3 papers in our library, in 2025–2026, most of them on Reasoning, Vision & language, Efficient models & compression; often with Junda Wu, Branislav Kveton, Chengkai Huang.
OpenAlex · h-index 0 · 4 works · 0 citations OpenAlex, 2026-10-14
📄 3 works in our library · 🔗 Cited 10 times in our library · ⭐ Paper Stars ranking: #8932
Affiliations
Fields, topics and concepts
📚 Shelves 8The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 3 worksArts and Humanities · 3 worksComputer Science · 3 worksLanguage and Linguistics · 3 worksDecision Sciences · 1 workManagement Science and Operations Research · 1 workComputer Vision and Pattern Recognition · 1 workSignal Processing · 1 work
🧭 Topics 3Research subjects and languages the work is about.Efficient models & compression · 1 workReasoning · 1 workVision & language · 1 work
Works by year
2020s
Papers
- From Selection to Generation: A Survey of LLM-based Active Learning (2025 · 22 citations)
Active learning (AL) traditionally lowers labeling effort by picking the most useful unlabeled examples with metrics such as uncertainty or diversity. - MelTrim: Coarse-to-Fine Data Pruning for Speech Classification (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. - SceneAlign: Aligning Multimodal Reasoning to Scene Graphs in Complex Visual Scenes (2026)
Multimodal LLMs often produce rationales that sound convincing but are not tied to what the image actually shows.
Co-authors here
- Junda Wu ×2
- Branislav Kveton
- Chengkai Huang
- Franck Dernoncourt
- Hanjia Lyu
- Hongjie Chen
- Jingbo Shang
- Joe Barrow
- Julian McAuley
- Lina Yao
- Linfeng Zhang
- Ryan Aponte
Venues
- Annual Meeting of the Association for Computational Linguistics (ACL) ×2: ACL 2026, ACL 2025
- Findings of the Association for Computational Linguistics: Findings of the Association for Computational Linguistics 2026
Cited by
Updated
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