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Ilkon Kim
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2020 – today
- 2024
- [c6]Minseok Seo
, Xuan Truong Nguyen
IANUS: Integrated Accelerator based on NPU-PIM Unified Memory System. ASPLOS (3) 2024: 545-560 - [c5]Guhyun Kim, Jinkwon Kim
SK Hynix AI-Specific Computing Memory Solution: From AiM Device to Heterogeneous AiMX-xPU System for Comprehensive LLM Inference. HCS 2024: 1-26 - [c4]Hyungdeok Lee, Guhyun Kim, Dayeon Yun, Ilkon Kim, Yongkee Kwon, Euicheol Lim:
Cost-Effective LLM Accelerator Using Processing in Memory Technology. VLSI Technology and Circuits 2024: 1-2 - [i2]Minseok Seo, Xuan Truong Nguyen, Seok Joong Hwang, Yongkee Kwon, Guhyun Kim, Chanwook Park, Ilkon Kim, Jaehan Park, Jeongbin Kim, Woojae Shin, Jongsoon Won, Haerang Choi, Kyuyoung Kim, Daehan Kwon, Chunseok Jeong, Sangheon Lee, Yongseok Choi, Wooseok Byun, Seungcheol Baek, Hyuk-Jae Lee, John Kim:
IANUS: Integrated Accelerator based on NPU-PIM Unified Memory System. CoRR abs/2410.15008 (2024) - [i1]Hyucksung Kwon, Kyungmo Koo, Janghyeon Kim, Woongkyu Lee, Minjae Lee, Hyungdeok Lee, Yousub Jung, Jaehan Park, Yosub Song, Byeongsu Yang, Haerang Choi, Guhyun Kim, Jongsoon Won, Woojae Shin, Changhyun Kim, Gyeongcheol Shin, Yongkee Kwon, Ilkon Kim, Euicheol Lim, John Kim, Jungwook Choi:
LoL-PIM: Long-Context LLM Decoding with Scalable DRAM-PIM System. CoRR abs/2412.20166 (2024) - 2023
- [j1]Dae-Han Kwon
A 1ynm 1.25V 8Gb 16Gb/s/Pin GDDR6-Based Accelerator-in-Memory Supporting 1TFLOPS MAC Operation and Various Activation Functions for Deep Learning Application. IEEE J. Solid State Circuits 58(1): 291-302 (2023) - [c3]Yongkee Kwon, Guhyun Kim, Nahsung Kim, Woojae Shin, Jongsoon Won, Hyunha Joo, Haerang Choi, Byeongju An, Gyeongcheol Shin, Dayeon Yun, Jeongbin Kim, Changhyun Kim, Ilkon Kim, Jaehan Park, Chanwook Park, Yosub Song, Byeongsu Yang, Hyeongdeok Lee, Seungyeong Park, Wonjun Lee, Seongju Lee, Kyuyoung Kim, Daehan Kwon, Chunseok Jeong, John Kim, Euicheol Lim, Junhyun Chun:
Memory-Centric Computing with SK Hynix's Domain-Specific Memory. HCS 2023: 1-26 - 2022
- [c2]Yongkee Kwon, Kornijcuk Vladimir, Nahsung Kim, Woojae Shin, Jongsoon Won, Minkyu Lee, Hyunha Joo, Haerang Choi, Guhyun Kim, Byeongju An, Jeongbin Kim
System Architecture and Software Stack for GDDR6-AiM. HCS 2022: 1-25 - 2020
- [c1]Mingxuan He, Choungki Song, Ilkon Kim, Chunseok Jeong, Seho Kim, Il Park, Mithuna Thottethodi
Newton: A DRAM-maker's Accelerator-in-Memory (AiM) Architecture for Machine Learning. MICRO 2020: 372-385
Coauthor Index
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