Seungjae Moon
Ph.D. Student
Research Interest
- System-on-Chip Design for Artificial Intelligence
- Processing-In/Near-Memory Architecture
Publication
Conference Papers
HyperAccel LPU: Accelerating Hyperscale Models for Generative AI
Seungjae Moon, Junsoo Kim, Jung-Hoon Kim, Junseo Cha, Gyubin Choi, Seongmin Hong and Joo-Young Kim
Hot Chips: A Symposium on High Performance Chips (HOTCHIPS), 2023
DFX: A Low-latency Multi-FPGA Appliance for Accelerating Transformer-based Text Generation
Seongmin Hong, Seungjae Moon, Junsoo Kim, Sungjae Lee, Minsub Kim, Dongsoo Lee, and Joo-Young Kim
The 55th IEEE/ACM International Symposium on Microarchitecture (MICRO), 2022
BLESS: Bandwidth and Locality Enhanced SMEM Seeding Acceleration for DNA Sequencing
*Seunghee Han, *Seungjae Moon, Teokkyu Suh, Joo-Young Kim (*equal contribution)
ACM/IEEE International Symposium on Computer Architecture (ISCA), 2024
Journal Papers
LPU: A Latency-Optimized Highly Scalable Processor for Large Language Model Inference
Seungjae Moon, Jung-Hoon Kim, Junsoo Kim, Seongmin Hong, Junseo Cha, Minsu Kim, Sukbin Lim, Gyubin Choi, Dongjin Seo, Jongho Kim, Hunjong Lee, Hyunjun Park, Ryeowook Ko, Soongyu Choi, Jongse Park, Jinwon Lee, Joo-Young Kim
IEEE Micro, 2024