2 papers
cs.CL2026
Risk-Controlled KV-Cache Eviction: From Memory Budgets to Risk Targets
Beomgu Kang, SoJin Yun, Hojoon Kim +1
KV-cache eviction is typically evaluated through average quality-memory trade-offs, yet a small average loss can hide requests whose utility degrades materially. We reformulate evi…
eess.SY2026
Prior-aware and Context-guided Group Sampling for Active Probabilistic Subsampling
Beomgu Kang, Hyunseok Seo
Subsampling significantly reduces the number of measurements, thereby streamlining data processing and transfer overhead, and shortening acquisition time across diverse real-world…