Gunho Park

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 9

Top Topics

Efficient Inference

Matrix Multiplication

Top Venues

IEEE Trans. Circuits Syst. I Regul. Pap.

IEEE Trans. Circuits Syst. II Express Briefs

Publications

Gunho Park, Baeseong Park, Minsub Kim, Sungjae Lee, Jeonghoon Kim, Beomseok Kwon, Se Jung Kwon, Byeongwook Kim, Youngjoo Lee, Dongsoo Lee
LUT-GEMM: Quantized Matrix Multiplication based on LUTs for Efficient Inference in Large-Scale Generative Language Models. ICLR (2024)
Jiwoo Kim, Gunho Park, Youngjoo Lee
Low-Power Encoder and Compressor Design for Approximate Radix-8 Booth Multiplier. ISCAS (2024)
June Yong Yang, Byeongwook Kim, Jeongin Bae, Beomseok Kwon, Gunho Park, Eunho Yang, Se Jung Kwon, Dongsoo Lee
No Token Left Behind: Reliable KV Cache Compression via Importance-Aware Mixed Precision Quantization. CoRR (2024)
Younghoon Byun, Seungsik Moon, Baeseong Park, Se Jung Kwon, Dongsoo Lee, Gunho Park, Eunji Yoo, Jung Gyu Min, Youngjoo Lee
Sparsity-Aware Memory Interface Architecture using Stacked XORNet Compression for Accelerating Pruned-DNN Models. MLSys (2023)
Gunho Park, Jaeha Kung, Youngjoo Lee
Simplified Compressor and Encoder Designs for Low-Cost Approximate Radix-4 Booth Multiplier. IEEE Trans. Circuits Syst. II Express Briefs 70 (3) (2023)
Eunji Yoo, Gunho Park, Jung Gyu Min, Se Jung Kwon, Baeseong Park, Dongsoo Lee, Youngjoo Lee
TF-MVP: Novel Sparsity-Aware Transformer Accelerator with Mixed-Length Vector Pruning. DAC (2023)
Jung Gyu Min, Dongyun Kam, Younghoon Byun, Gunho Park, Youngjoo Lee
Energy-Efficient RISC-V-Based Vector Processor for Cache-Aware Structurally-Pruned Transformers. ISLPED (2023)
Gunho Park, Baeseong Park, Se Jung Kwon, Byeongwook Kim, Youngjoo Lee, Dongsoo Lee
nuQmm: Quantized MatMul for Efficient Inference of Large-Scale Generative Language Models. CoRR (2022)
Gunho Park, Jaeha Kung, Youngjoo Lee
Design and Analysis of Approximate Compressors for Balanced Error Accumulation in MAC Operator. IEEE Trans. Circuits Syst. I Regul. Pap. 68 (7) (2021)