Jae-Joon Kim

QWHA: Quantization-Aware Walsh-Hadamard Adaptation for Parameter-Efficient Fine-Tuning on Large Language Models

Retrospective Sparse Attention for Efficient Long-Context Generation

Reasoning Path Compression: Compressing Generation Trajectories for Efficient LLM Reasoning

L4Q: Parameter Efficient Quantization-Aware Fine-Tuning on Large Language Models