Yongkee Kwon

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 19

Top Topics

Skyline Computation

Data Partitioning

Activation Function

Top Venues

IEEE Trans. Computers

Publications

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. ASPLOS (3) (2024)
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
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) (2023)
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)
Donghyuk Kim, Jae-Young Kim, Wontak Han, Jongsoon Won, Haerang Choi, Yongkee Kwon, Joo-Young Kim
Darwin: A DRAM-based Multi-level Processing-in-Memory Architecture for Data Analytics. CoRR (2023)
Daeyong Shim, Chunseok Jeong, Euncheol Lee, Junmo Kang, Seokcheol Yoon, Yongkee Kwon, Il Park, Hyun Ahn, Seonyong Cha, Jinkook Kim
Holistic approaches to memory solutions for the Autonomous Driving Era. ISCAS (2022)
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
System Architecture and Software Stack for GDDR6-AiM. HCS (2022)
Seong Ju Lee, Kyu-Young Kim, Sanghoon Oh, Joonhong Park, Gimoon Hong, Dong Yoon 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, Jaewook Lee, Donguc Ko, Younggun Jun, Keewon Cho, Ilwoong Kim, Choungki Song, Chunseok Jeong, Dae-Han Kwon, Jieun Jang, Il Park, Junhyun Chun, Joohwan Cho
A 1ynm 1.25V 8Gb, 16Gb/s/pin GDDR6-based Accelerator-in-Memory supporting 1TFLOPS MAC Operation and Various Activation Functions for Deep-Learning Applications. ISSCC (2022)
Benjamin Y. Cho, Yongkee Kwon, Sangkug Lym, Mattan Erez
Near Data Acceleration with Concurrent Host Access. ISCA (2020)
Sangkug Lym, Armand Behroozi, Wei Wen, Ge Li, Yongkee Kwon, Mattan Erez
Mini-batch Serialization: CNN Training with Inter-layer Data Reuse. MLSys (2019)
Benjamin Y. Cho, Yongkee Kwon, Sangkug Lym, Mattan Erez
CHoNDA: Near Data Acceleration with Concurrent Host Access. CoRR (2019)
Sangkug Lym, Armand Behroozi, Wei Wen, Ge Li, Yongkee Kwon, Mattan Erez
Mini-batch Serialization: CNN Training with Inter-layer Data Reuse. CoRR (2018)
Sangkug Lym, Heonjae Ha, Yongkee Kwon, Chun-Kai Chang, Jungrae Kim, Mattan Erez
ERUCA: Efficient DRAM Resource Utilization and Resource Conflict Avoidance for Memory System Parallelism. HPCA (2018)
Zhihao Jia, Yongkee Kwon, Galen M. Shipman, Patrick S. McCormick, Mattan Erez, Alex Aiken
A Distributed Multi-GPU System for Fast Graph Processing. Proc. VLDB Endow. 11 (3) (2017)
Wongyu Shin, Jaemin Jang, Jungwhan Choi, Jinwoong Suh, Yongkee Kwon, Youngsuk Moon, Lee-Sup Kim
Rank-Level Parallelism in DRAM. IEEE Trans. Computers 66 (7) (2017)
Jaemin Jang, Wongyu Shin, Jungwhan Choi, Jinwoong Suh, Yongkee Kwon, Yongju Kim, Lee-Sup Kim
Refresh-Aware Write Recovery Memory Controller. IEEE Trans. Computers 66 (4) (2017)
Byungchul Hong, Yongkee Kwon, Jung Ho Ahn, John Kim
Adaptive and flexible key-value stores through soft data partitioning. ICCD (2016)
Byungchul Hong, Gwangsun Kim, Jung Ho Ahn, Yongkee Kwon, Hongsik Kim, John Kim
Accelerating Linked-list Traversal Through Near-Data Processing. PACT (2016)
Wongyu Shin, Jungwhan Choi, Jaemin Jang, Jinwoong Suh, Youngsuk Moon, Yongkee Kwon, Lee-Sup Kim
DRAM-Latency Optimization Inspired by Relationship between Row-Access Time and Refresh Timing. IEEE Trans. Computers 65 (10) (2016)
Wongyu Shin, Jungwhan Choi, Jaemin Jang, Jinwoong Suh, Yongkee Kwon, Youngsuk Moon, Hongsik Kim, Lee-Sup Kim
Q-DRAM: Quick-Access DRAM with Decoupled Restoring from Row-Activation. IEEE Trans. Computers 65 (7) (2016)
Jungwhan Choi, Wongyu Shin, Jaemin Jang, Jinwoong Suh, Yongkee Kwon, Youngsuk Moon, Lee-Sup Kim
Multiple clone row DRAM: a low latency and area optimized DRAM. ISCA (2015)