KnitLoRA: bridging low-rank adaptation as interwoven layers for deeper semantic reasoning
- DOI
- 10.1038/s41598-026-47668-3
- Published
- 2026-04-16
- Container
- Scientific Reports
- Publisher
- Springer Science and Business Media LLC
- Open access
- unknown
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Cite this work
BibTeX
@article{allodium:10.1038/s41598-026-47668-3,
title = {KnitLoRA: bridging low-rank adaptation as interwoven layers for deeper semantic reasoning},
author = {Hongjie Qiu and Youyou Ning and Jinqiang Li and Xiangrong Zhu and Yifan Gong and Liqi Yan and Fangli Guan and Jianhui Zhang and Fuli Feng and Zenglin Xu and Qifan Wang and Pan Li},
year = {2026},
journal = {Scientific Reports},
doi = {10.1038/s41598-026-47668-3},
url = {https://doi.org/10.1038/s41598-026-47668-3}
}RIS
TY - JOUR TI - KnitLoRA: bridging low-rank adaptation as interwoven layers for deeper semantic reasoning AU - Hongjie Qiu AU - Youyou Ning AU - Jinqiang Li AU - Xiangrong Zhu AU - Yifan Gong AU - Liqi Yan AU - Fangli Guan AU - Jianhui Zhang AU - Fuli Feng AU - Zenglin Xu AU - Qifan Wang AU - Pan Li PY - 2026 JO - Scientific Reports DO - 10.1038/s41598-026-47668-3 UR - https://doi.org/10.1038/s41598-026-47668-3 ER -
APA
Qiu, H., Ning, Y., Li, J., Zhu, X., Gong, Y., Yan, L., Guan, F., Zhang, J., Feng, F., Xu, Z., Wang, Q., & Li, P. (2026). KnitLoRA: bridging low-rank adaptation as interwoven layers for deeper semantic reasoning. Scientific Reports. https://doi.org/10.1038/s41598-026-47668-3
Source records
- crossref · retrieved 2026-11-08T02:35:15.044Z