data organization 1efficient training 1exposure balancing 1knn batching 1large language model fine-tuning 1
From the 1 of 2 linked papers with an AI index.
2 papers
cs.LG2026
SDO: Structure-Aware Data Organization for Efficient LLM Post-Training
Jinliang Gao, Ning Yang, Hai Wang +2
The paper introduces SDO, a plug‑and‑play framework that dynamically organizes training data for large language model post‑training by using exposure‑driven feedback and K‑nearest‑…
cs.NI2026
LLM-Driven Large-Scale Spectrum Access
Ning Yang, Jinliang Gao, Haijun Zhang
Efficient spectrum management in massive-scale wireless networks is increasingly challenged by explosive action spaces and the computational intractability of traditional optimizat…