JunKyu Lee

27 papers A 2B 2C 1Journal 20Unranked 2
YearRankTypeTitle / Venue / Authors
2025 A conf
Learning Graph Edit Distance via Node Matching Patterns.
CIKM
JunKyu Lee, Jongik Kim
2025 J jnl
SGuard-v1: Safety Guardrail for Large Language Models.
CoRR
Joonho Lee, HyeonMin Cho, Jaewoong Yun, HyunJae Lee, JunKyu Lee, Juree Seok
2025 J jnl
Software-Defined Number Formats for High-Speed Belief Propagation.
IEEE Trans. Emerg. Top. Comput.
Amir Sabbagh Molahosseini, JunKyu Lee, Hans Vandierendonck
2025 J jnl
Unlocking the power of 4G/5G mobile networks: An empirical dive into quality and energy efficiency in YouTube Edge services.
Comput. Networks
Peixuan Song, JunKyu Lee, Ahmed M. Abdelmoniem, Lev Mukhanov
2025 J jnl
Vortex Feature Positioning: Bridging tabular IIoT data and image-based deep learning.
Internet Things
Jong-Ik Park, Sihoon Seong, JunKyu Lee, Cheol-Ho Hong
2024 — conf
Do 5G Networks Achieve The Proclaimed Promises? An Empirical Study Using YouTube Edge Service.
EDGE
Peixuan Song, JunKyu Lee, Ahmed M. Abdelmoniem, Lev Mukhanov
2024 J jnl
Fast, Scalable, Energy-Efficient Non-element-wise Matrix Multiplication on FPGA.
CoRR
Xuqi Zhu, Huaizhi Zhang, JunKyu Lee, Jiacheng Zhu, Chandrajit Pal, Sangeet Saha, Klaus D. McDonald-Maier, Xiaojun Zhai
2024 J jnl
The Effects of Weight Quantization on Online Federated Learning for the IoT: A Case Study.
IEEE Access
Nil Llisterri Giménez, JunKyu Lee, Felix Freitag, Hans Vandierendonck
2023 J jnl
A case study on latency, bandwidth and energy efficiency of mobile 5G and YouTube Edge service in London. Why the 5G ecosystem and energy efficiency matter?
CoRR
Peixuan Song, JunKyu Lee, Lev Mukhanov
2023 A conf
ROMA: Run-Time Object Detection To Maximize Real-Time Accuracy.
WACV
JunKyu Lee, Blesson Varghese, Hans Vandierendonck
2023 J jnl
Resource-Efficient Convolutional Networks: A Survey on Model-, Arithmetic-, and Implementation-Level Techniques.
ACM Comput. Surv.
JunKyu Lee, Lev Mukhanov, Amir Sabbagh Molahosseini, Umar Ibrahim Minhas, Yang Hua, Jesús Martínez del Rincón, Kiril Dichev, Cheol-Ho Hong, Hans Vandierendonck
2022 — conf
Comparison of Two Microcontroller Boards for On-Device Model Training in a Keyword Spotting Task.
MECO
Nil Llisterri Giménez, Felix Freitag, JunKyu Lee, Hans Vandierendonck
2022 J jnl
Increased Leverage of Transprecision Computing for Machine Vision Applications at the Edge.
J. Signal Process. Syst.
Umar Ibrahim Minhas, JunKyu Lee, Lev Mukhanov, Georgios Karakonstantis, Hans Vandierendonck, Roger F. Woods
2022 J jnl
Mixed-Precision Kernel Recursive Least Squares.
IEEE Trans. Neural Networks Learn. Syst.
JunKyu Lee, Dimitrios S. Nikolopoulos, Hans Vandierendonck
2022 J jnl
ROMA: Run-Time Object Detection To Maximize Real-Time Accuracy.
CoRR
JunKyu Lee, Blesson Varghese, Hans Vandierendonck
2021 J jnl
Resource-Efficient Deep Learning: A Survey on Model-, Arithmetic-, and Implementation-Level Techniques.
CoRR
JunKyu Lee, Lev Mukhanov, Amir Sabbagh Molahosseini, Umar Ibrahim Minhas, Yang Hua, Jesús Martínez del Rincón, Kiril Dichev, Cheol-Ho Hong, Hans Vandierendonck
2021 C conf
TOD: Transprecise Object Detection to Maximise Real-Time Accuracy on the Edge.
ICFEC
JunKyu Lee, Blesson Varghese, Roger F. Woods, Hans Vandierendonck
2021 J jnl
TOD: Transprecise Object Detection to Maximise Real-Time Accuracy on the Edge.
CoRR
JunKyu Lee, Blesson Varghese, Roger F. Woods, Hans Vandierendonck
2021 J jnl
Towards Lower Precision Adaptive Filters: Facts From Backward Error Analysis of RLS.
IEEE Trans. Signal Process.
JunKyu Lee, Hans Vandierendonck
2020 J jnl
AIR: Iterative refinement acceleration using arbitrary dynamic precision.
Parallel Comput.
JunKyu Lee, Gregory D. Peterson, Dimitrios S. Nikolopoulos, Hans Vandierendonck
2018 J jnl
Energy-Efficient Iterative Refinement Using Dynamic Precision.
IEEE J. Emerg. Sel. Topics Circuits Syst.
JunKyu Lee, Hans Vandierendonck, Mahwish Arif, Gregory D. Peterson, Dimitrios S. Nikolopoulos
2017 J jnl
FPGA Implementations of Kernel Normalised Least Mean Squares Processors.
ACM Trans. Reconfigurable Technol. Syst.
Nicholas J. Fraser, JunKyu Lee, Duncan J. M. Moss, Julian Faraone, Stephen Tridgell, Craig T. Jin, Philip Heng Wai Leong
2017 J jnl
The First 25 Years of the FPL Conference: Significant Papers.
ACM Trans. Reconfigurable Technol. Syst.
Philip Heng Wai Leong, Hideharu Amano, Jason Helge Anderson, Koen Bertels, João M. P. Cardoso, Oliver Diessel, Guy Gogniat, Mike Hutton, JunKyu Lee, Wayne Luk, Patrick Lysaght, Marco Platzner, Viktor K. Prasanna, Tero Rissa, Cristina Silvano, Hayden Kwok-Hay So, Yu Wang
2015 B conf
A fully pipelined kernel normalised least mean squares processor for accelerated parameter optimisation.
FPL
Nicholas J. Fraser, Duncan J. M. Moss, JunKyu Lee, Stephen Tridgell, Craig T. Jin, Philip Heng Wai Leong
2015 B conf
Significant papers from the first 25 years of the FPL conference.
FPL
Philip Heng Wai Leong, Hideharu Amano, Jason Helge Anderson, Koen Bertels, João M. P. Cardoso, Oliver Diessel, Guy Gogniat, Mike Hutton, JunKyu Lee, Wayne Luk, Patrick Lysaght, Marco Platzner, Viktor K. Prasanna, Tero Rissa, Cristina Silvano, Hayden Kwok-Hay So, Yu Wang
2010 J jnl
Implementation of Hardware-Accelerated Scalable Parallel Random Number Generators.
VLSI Design
JunKyu Lee, Gregory D. Peterson, Robert J. Harrison, Robert J. Hinde
2009 J jnl
HASPRNG: Hardware Accelerated Scalable Parallel Random Number Generators.
Comput. Phys. Commun.
JunKyu Lee, Yu Bi, Gregory D. Peterson, Robert J. Hinde, Robert J. Harrison