Guhyun Kim

20 papers A* 2C 2Journal 11Unranked 5
YearRankTypeTitle / Venue / Authors
2026 A* conf
PIMphony: Overcoming Bandwidth and Capacity Inefficiency in PIM-Based Long-Context LLM Inference System.
HPCA
Hyucksung Kwon, Kyungmo Koo, Janghyeon Kim, Woongkyu Lee, Minjae Lee, Gyeonggeun Jung, 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
2024 — conf
Cost-Effective LLM Accelerator Using Processing in Memory Technology.
VLSI Technology and Circuits
Hyungdeok Lee, Guhyun Kim, Dayeon Yun, Ilkon Kim, Yongkee Kwon, Euicheol Lim
2024 — conf
IANUS: Integrated Accelerator based on NPU-PIM Unified Memory System.
ASPLOS (3)
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
2024 J jnl
IANUS: Integrated Accelerator based on NPU-PIM Unified Memory System.
CoRR
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
2024 C conf
LauWS: Local Adaptive Unstructured Weight Sparsity of Load Balance for DNN in Near-Data Processing.
ISCAS
Zixu Li, Wang Wang, Xin Zhong, Manni Li, Jiayu Yang, Yinyin Lin, Guhyun Kim, Yosub Song, Chengchen Wang, Xiankui Xiong
2024 J jnl
LoL-PIM: Long-Context LLM Decoding with Scalable DRAM-PIM System.
CoRR
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
2024 — conf
SK Hynix AI-Specific Computing Memory Solution: From AiM Device to Heterogeneous AiMX-xPU System for Comprehensive LLM Inference.
HCS
Guhyun Kim, Jinkwon 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, Yosub Song, Byeongsu Yang, Hyeongdeok Lee, Seungyeong Park, Wonjun Lee, Seonghun Kim, Yonghoon Park, Yousub Jung, Gi-Ho Park, Euicheol Lim
2023 J jnl
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
Dae-Han Kwon, Seongju Lee, Kyuyoung Kim, Sanghoon Oh, Joonhong Park, Gimoon Hong, Dongyoon Ka, Kyu-Dong Hwang, Jeongje Park, Kyeong Pil Kang, Jungyeon Kim, Junyeol Jeon, Nahsung Kim, Yongkee Kwon, Kornijcuk Vladimir, Woojae Shin, Jongsoon Won, Minkyu Lee, Hyunha Joo, Haerang Choi, Guhyun Kim, Byeongju An, Jaewook Lee, Donguc Ko, Younggun Jun, Ilwoong Kim, Choungki Song, Ilkon Kim, Chanwook Park, Seho Kim, Chunseok Jeong, Euicheol Lim, Dongkyun Kim, Jieun Jang, Il Park, Junhyun Chun, Joohwan Cho
2023 — conf
Memory-Centric Computing with SK Hynix's Domain-Specific Memory.
HCS
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
2022 — conf
System Architecture and Software Stack for GDDR6-AiM.
HCS
Yongkee Kwon, Kornijcuk Vladimir, Nahsung Kim, Woojae Shin, Jongsoon Won, Minkyu Lee, Hyunha Joo, Haerang Choi, Guhyun Kim, Byeongju An, Jeongbin Kim, Jaewook Lee, Ilkon Kim, Jaehan Park, Chanwook Park, Yosub Song, Byeongsu Yang, Hyungdeok Lee, Seho Kim, Daehan Kwon, Seong Ju Lee, Kyuyoung Kim, Sanghoon Oh, Joonhong Park, Gimoon Hong, Dongyoon Ka, Kyudong Hwang, Jeongje Park, Kyeong Pil Kang, Jungyeon Kim, Junyeol Jeon, Myeongjun Lee, Minyoung Shin, Minhwan Shin, Jaekyung Cha, Changson Jung, Kijoon Chang, Chunseok Jeong, Euicheol Lim, Il Park, Junhyun Chun
2021 J jnl
CBP: Backpropagation with constraint on weight precision using a pseudo-Lagrange multiplier method.
CoRR
Guhyun Kim, Doo Seok Jeong
2021 A* conf
CBP: backpropagation with constraint on weight precision using a pseudo-Lagrange multiplier method.
NeurIPS
Guhyun Kim, Doo Seok Jeong
2021 J jnl
eWB: Event-Based Weight Binarization Algorithm for Spiking Neural Networks.
IEEE Access
Dohun Kim, Guhyun Kim, Cheol Seong Hwang, Doo Seok Jeong
2020 J jnl
Optimal Distribution of Spiking Neurons Over Multicore Neuromorphic Processors.
IEEE Access
Guhyun Kim, Vladimir Kornijcuk, Jeeson Kim, Cheol Seong Hwang, Doo Seok Jeong
2020 J jnl
Simplified calcium signaling cascade for synaptic plasticity.
Neural Networks
Vladimir Kornijcuk, Dohun Kim, Guhyun Kim, Doo Seok Jeong
2019 J jnl
Combination-Encoding Content-Addressable Memory With High Content Density.
IEEE Access
Guhyun Kim, Vladimir Kornijcuk, Jeeson Kim, Dohun Kim, Cheol Seong Hwang, Doo Seok Jeong
2019 J jnl
Markov Chain Hebbian Learning Algorithm With Ternary Synaptic Units.
IEEE Access
Guhyun Kim, Vladimir Kornijcuk, Dohun Kim, Inho Kim, Jaewook Kim, Hyo Cheon Woo, Ji-Hun Kim, Cheol Seong Hwang, Doo Seok Jeong
2019 J jnl
Simplified calcium signaling cascade for synaptic plasticity.
CoRR
Vladimir Kornijcuk, Dohun Kim, Guhyun Kim, Doo Seok Jeong
2019 C conf
Stochastic Learning with Back Propagation.
ISCAS
Guhyun Kim, Cheol Seong Hwang, Doo Seok Jeong
2017 J jnl
Markov chain Hebbian learning algorithm with ternary synaptic units.
CoRR
Guhyun Kim, Vladimir Kornijcuk, Dohun Kim, Inho Kim, Jaewook Kim, Hyo Cheon Woo, Ji-Hun Kim, Cheol Seong Hwang, Doo Seok Jeong