RoPE on the Fast Track: Latency-Optimized LLM Inference on GPUs with Low-Rank QKV Factorization and Rotary Positional Embedding. - Gilhyeon Lee; Jihoon Jang 001; Kyungmin Goh; Hyun Kim 001 (APCCAS, 2025)

Towards efficient language giants: A comprehensive survey on structural optimizations and compression techniques for large language models. - Gilhyeon Lee; Seonggeun Kim; Dongjun Lee; Kyungmin Goh; Hyun Kim 001 (Neural Networks, 2026)