2 papers
cs.LG2026
SPACE-LoRA: Allocating Activation-Subspace Protection for Continual Learning
Seunghyun Yoo, Kiseok Kim, Hyeontae Joo +2
This study addresses the catastrophic forgetting problem that occurs when sequentially learning successive tasks using Low-Rank Adaptation (LoRA) from a lifelong learning perspecti…
cs.DC2026
Cross-IP Request Coalescing: Relocating the Fan-out Point in Virtualized I/O
Kiseok Kim, Hyeontae Joo, Hwangnam Kim
Cloud data centers rely on virtualization technologies to serve AI workloads in multi-tenant environments. With the growing scale of data-intensive AI workloads, the performance of…