Guhyun Kim

According to our database, Guhyun Kim authored at least 16 papers between 2019 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

PIMphony: Overcoming Bandwidth and Capacity Inefficiency in PIM-Based Long-Context LLM Inference System.

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

Proceedings of the IEEE International Symposium on High Performance Computer Architecture, 2026

2024

LoL-PIM: Long-Context LLM Decoding with Scalable DRAM-PIM System.

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

CoRR, 2024

Cost-Effective LLM Accelerator Using Processing in Memory Technology.

Hyungdeok Lee, Guhyun Kim, Dayeon Yun, Ilkon Kim, Yongkee Kwon, Euicheol Lim

Proceedings of the IEEE Symposium on VLSI Technology and Circuits 2024, 2024

LauWS: Local Adaptive Unstructured Weight Sparsity of Load Balance for DNN in Near-Data Processing.

Zixu Li, Wang Wang, Xin Zhong, Manni Li, Jiayu Yang, Yinyin Lin, Guhyun Kim, Yosub Song, Chengchen Wang, Xiankui Xiong

Proceedings of the IEEE International Symposium on Circuits and Systems, 2024

SK Hynix AI-Specific Computing Memory Solution: From AiM Device to Heterogeneous AiMX-xPU System for Comprehensive LLM Inference.

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

Proceedings of the 36th IEEE Hot Chips Symposium, 2024

IANUS: Integrated Accelerator based on NPU-PIM Unified Memory System.

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

Proceedings of the 29th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, 2024

2023

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.

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

IEEE J. Solid State Circuits, 2023

Memory-Centric Computing with SK Hynix's Domain-Specific Memory.

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

Proceedings of the 35th IEEE Hot Chips Symposium, 2023

2022

System Architecture and Software Stack for GDDR6-AiM.

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

Proceedings of the 2022 IEEE Hot Chips 34 Symposium, 2022

2021

eWB: Event-Based Weight Binarization Algorithm for Spiking Neural Networks.

Dohun Kim, Guhyun Kim, Cheol Seong Hwang, Doo Seok Jeong

IEEE Access, 2021

CBP: backpropagation with constraint on weight precision using a pseudo-Lagrange multiplier method.

Guhyun Kim, Doo Seok Jeong

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2020

Simplified calcium signaling cascade for synaptic plasticity.

Vladimir Kornijcuk, Dohun Kim, Guhyun Kim, Doo Seok Jeong

Neural Networks, 2020

Optimal Distribution of Spiking Neurons Over Multicore Neuromorphic Processors.

Guhyun Kim, Vladimir Kornijcuk, Jeeson Kim, Cheol Seong Hwang, Doo Seok Jeong

IEEE Access, 2020

2019

Markov Chain Hebbian Learning Algorithm With Ternary Synaptic Units.

Guhyun Kim, Vladimir Kornijcuk, Dohun Kim, Inho Kim, Jaewook Kim, Hyo Cheon Woo, Ji-Hun Kim, Cheol Seong Hwang, Doo Seok Jeong

IEEE Access, 2019

Combination-Encoding Content-Addressable Memory With High Content Density.

Guhyun Kim, Vladimir Kornijcuk, Jeeson Kim, Dohun Kim, Cheol Seong Hwang, Doo Seok Jeong

IEEE Access, 2019

Stochastic Learning with Back Propagation.

Guhyun Kim, Cheol Seong Hwang, Doo Seok Jeong

Proceedings of the IEEE International Symposium on Circuits and Systems, 2019