2 papers
cs.LG2026
SDO: Structure-Aware Data Organization for Efficient LLM Post-Training
Jinliang Gao, Ning Yang, Hai Wang +2
Post-training of large language models is expensive, and existing efficiency improvements mainly focus on selecting informative samples or designing training schedules. However, da…
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…