2 papers
cs.CL2026
FineScope : SAE-guided Data Selection Enables Domain Specific LLM Pruning and Finetuning
Chaitali Bhattacharyya, Hyunsei Lee, Junyoung Lee +3
Training large language models (LLMs) from scratch requires significant computational resources, driving interest in developing smaller, domain-specific LLMs that maintain both eff…
cs.CV2025
A Diffusion-Based Framework for Configurable and Realistic Multi-Storage Trace Generation
Seohyun Kim, Junyoung Lee, Jongho Park +3
We propose DiTTO, a novel diffusion-based framework for generating realistic, precisely configurable, and diverse multi-device storage traces. Leveraging advanced diffusion techniq…