2 papers
cs.AI2026
ixi-sLM: On-Device sLM for AI Call Agent Service
Han-Sang Lee, Kyuho Lee, Juneyoung Park +10
Running an AI call agent on-device makes it private, network-independent, and free of per-query cloud cost, but shipping one as a real-world service imposes constraints a cloud dep…
cs.CL2026
FoRA: Fisher-orthogonal Rank Adaptation for Parameter-Efficient Fine-Tuning
Juneyoung Park, Seongbae Lee, Han-Sang Lee +6
Parameter-efficient fine-tuning(PEFT) has largely focused on LoRA and its accuracy-oriented variants, leaving the original goal of reducing trainable parameters has receivedcompara…