Sungjae Lee

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 29

Top Topics

Matrix Multiplication

Top Venues

J. Comput. Des. Eng.

IBM J. Res. Dev.

Publications

Jiwan Chung, Sungjae Lee, Minseo Kim, Seungju Han, Ashkan Yousefpour, Jack Hessel, Youngjae Yu
Selective Vision is the Challenge for Visual Reasoning: A Benchmark for Visual Argument Understanding. CoRR (2024)
Gunho Park, Baeseong Park, Minsub Kim, Sungjae Lee, Jeonghoon Kim, Beomseok Kwon, Se Jung Kwon, Byeongwook Kim, Youngjoo Lee, Dongsoo Lee
LUT-GEMM: Quantized Matrix Multiplication based on LUTs for Efficient Inference in Large-Scale Generative Language Models. ICLR (2024)
Sungjae Lee, Yong-Gu Lee
Split liability assessment in car accident using 3D convolutional neural network. J. Comput. Des. Eng. 10 (4) (2023)
Heungseok Park, Aeree Cho, Hyojun Jeon, Hayoung Lee, Youngil Yang, Sungjae Lee, Heungsub Lee, Jaegul Choo
HPCClusterScape: Increasing Transparency and Efficiency of Shared High-Performance Computing Clusters for Large-scale AI Models. CoRR (2023)
Sekeon Kim, Keonhee Cho, Kyeongrim Baek, Hyunjun Kim, Younmee Bae, Mijung Kim, Dongwook Seo, Sangyeop Baeck, Sungjae Lee, Seong-Ook Jung
A Static Contention-Free Dual-Edge-Triggered Flip-Flop with Redundant Internal Node Transition Elimination for Ultra-Low-Power Applications. VLSI Technology and Circuits (2023)
Sungjae Lee, Youngdoo Son
Multitask learning with single gradient step update for task balancing. Neurocomputing 467 (2022)
Sungjae Lee, Jaeil Hwang, Kyungyong Lee
SpotLake: Diverse Spot Instance Dataset Archive Service. IISWC (2022)
Seongmin Hong, Seungjae Moon, Junsoo Kim, Sungjae Lee, Minsub Kim, Dongsoo Lee, Joo-Young Kim
DFX: A Low-latency Multi-FPGA Appliance for Accelerating Transformer-based Text Generation. HCS (2022)
Sungjae Lee, Yoonseo Hur, Subin Park, Kyungyong Lee
PROFET: PROFiling-based CNN Training Latency ProphET for GPU Cloud Instances. Big Data (2022)
Sungjae Lee, Kyungyong Lee
Empirical Analysis and Offering of Various Historical Spot Instance Datasets. CoRR (2022)
Seongmin Hong, Seungjae Moon, Junsoo Kim, Sungjae Lee, Minsub Kim, Dongsoo Lee, Joo-Young Kim
DFX: A Low-latency Multi-FPGA Appliance for Accelerating Transformer-based Text Generation. CoRR (2022)
Seongmin Hong, Seungjae Moon, Junsoo Kim, Sungjae Lee, Minsub Kim, Dongsoo Lee, Joo-Young Kim
DFX: A Low-latency Multi-FPGA Appliance for Accelerating Transformer-based Text Generation. MICRO (2022)
Sungjae Lee, Yoonseo Hur, Subin Park, Kyungyong Lee
PROFET: Profiling-based CNN Training Latency Prophet for GPU Cloud Instances. CoRR (2022)
Woorim Choi, Dahong Kim, Sungjae Lee, Yong-Gu Lee
New modeling approach for 4D printing by using kinetic components. J. Comput. Des. Eng. 8 (4) (2021)
Bogil Kim, Sungjae Lee, Chanho Park, Hyeonjin Kim, William J. Song
The Nebula Benchmark Suite: Implications of Lightweight Neural Networks. IEEE Trans. Computers 70 (11) (2021)
Hyangsun Han, Sungjae Lee, Hyun-Cheol Kim, Miae Kim
Retrieval of Summer Sea Ice Concentration in the Pacific Arctic Ocean from AMSR2 Observations and Numerical Weather Data Using Random Forest Regression. Remote. Sens. 13 (12) (2021)
Boseop Kim, HyoungSeok Kim, Sang-Woo Lee, Gichang Lee, Dong-Hyun Kwak, Dong Hyeon Jeon, Sunghyun Park, Sungju Kim, Seonhoon Kim, Dongpil Seo, Heungsub Lee, Minyoung Jeong, Sungjae Lee, Minsub Kim, SukHyun Ko, Seokhun Kim, Taeyong Park, Jinuk Kim, Soyoung Kang, Na-Hyeon Ryu, Kang Min Yoo, Minsuk Chang, Soobin Suh, Sookyo In, Jinseong Park, Kyungduk Kim, Hiun Kim, Jisu Jeong, Yong Goo Yeo, Donghoon Ham, Dongju Park, Min Young Lee, Jaewook Kang, Inho Kang, Jung-Woo Ha, Woo-Myoung Park, Nako Sung
What Changes Can Large-scale Language Models Bring? Intensive Study on HyperCLOVA: Billions-scale Korean Generative Pretrained Transformers. CoRR (2021)
Jinku Park, Sungjae Lee, Young-Heon Jo, Hyun-Cheol Kim
Phytoplankton Bloom Changes under Extreme Geophysical Conditions in the Northern Bering Sea and the Southern Chukchi Sea. Remote. Sens. 13 (20) (2021)
Boseop Kim, HyoungSeok Kim, Sang-Woo Lee, Gichang Lee, Dong-Hyun Kwak, Dong Hyeon Jeon, Sunghyun Park, Sungju Kim, Seonhoon Kim, Dongpil Seo, Heungsub Lee, Minyoung Jeong, Sungjae Lee, Minsub Kim, SukHyun Ko, Seokhun Kim, Taeyong Park, Jinuk Kim, Soyoung Kang, Na-Hyeon Ryu, Kang Min Yoo, Minsuk Chang, Soobin Suh, Sookyo In, Jinseong Park, Kyungduk Kim, Hiun Kim, Jisu Jeong, Yong Goo Yeo, Donghoon Ham, Dongju Park, Min Young Lee, Jaewook Kang, Inho Kang, Jung-Woo Ha, Woo-Myoung Park, Nako Sung
What Changes Can Large-scale Language Models Bring? Intensive Study on HyperCLOVA: Billions-scale Korean Generative Pretrained Transformers. EMNLP (1) (2021)
Sungjae Lee, Youngdoo Son
Multitask Learning with Single Gradient Step Update for Task Balancing. CoRR (2020)
Jaihyuk Choi, Sungjae Lee, Youngdoo Son, Soo Youn Kim
Design of an Always-On Image Sensor Using an Analog Lightweight Convolutional Neural Network. Sensors 20 (11) (2020)
SeHee Jung, SungMin Yang, Eunseok Lee, YongHak Lee, Jisun Ko, Sungjae Lee, Junsang Cho, Jaehwa Lee, Sunghwan Kim
Estimation of Particulate Levels Using Deep Dehazing Network and Temporal Prior. J. Sensors 2020 (2020)
Seung Hee Kim, Hyun-Cheol Kim, Chang-Uk Hyun, Sungjae Lee, Jung-Seok Ha, Joo-Hong Kim, Young-Joo Kwon, Jeong-Won Park, Hyangsun Han, Seong-Yeob Jeong, Duk-jin Kim
Evolution of Backscattering Coefficients of Drifting Multi-Year Sea Ice during End of Melting and Onset of Freeze-up in the Western Beaufort Sea. Remote. Sens. 12 (9) (2020)
Bogil Kim, Sungjae Lee, Amit Ranjan Trivedi, William J. Song
Energy-Efficient Acceleration of Deep Neural Networks on Realtime-Constrained Embedded Edge Devices. IEEE Access 8 (2020)
Sungjae Lee, Yeonji Lee, Junho Kim, Kyungyong Lee
RnR: Extraction of Visual Attributes from Large-Scale Fashion Dataset. IEEE BigData (2019)
Hyangsun Han, Sungjae Lee, Jae-In Kim, Seung Hee Kim, Hyun-Cheol Kim
Changes in a Giant Iceberg Created from the Collapse of the Larsen C Ice Shelf, Antarctic Peninsula, Derived from Sentinel-1 and CryoSat-2 Data. Remote. Sens. 11 (4) (2019)
Scott R. Stiffler, Ravikumar Ramachandran, W. Kirklen Henson, Noah D. Zamdmer, Kevin McStay, Giuseppe La Rosa, Kevin M. Boyd, Sungjae Lee, Claude Ortolland, Paul C. Parries
Process technology for IBM 14-nm processor designs featuring silicon-on-insulator FinFETs. IBM J. Res. Dev. 62 (2/3) (2018)
David Wolpert, Erwin Behnen, Leon J. Sigal, Yuen H. Chan, Gustavo Enrique Téllez, Douglas Bradley, Richard E. Serton, Rajesh Veerabhadraiah, William Ansley, Andrew Bianchi, Nagu Dhanwada, Sungjae Lee, Michael Scheuermann, Glen A. Wiedemeier, John Davis, Tobias Werner, Laura Darden, Keith G. Barkley, Michael Gray, Matthew Guzowski, Mitch DeHond, Timothy Schell, Stelios Tsapepas, Di Phan, Kriti Acharya, Jeffrey A. Zitz, Hunter F. Shi, Christopher J. Berry, James D. Warnock, Michael H. Wood, Robert M. Averill III
IBM z14: Enabling physical design in 14-nm technology for high-performance, high-reliability microprocessors. IBM J. Res. Dev. 62 (2/3) (2018)
Jonathan E. Proesel, Zeynep Toprak Deniz, Alessandro Cevrero, Ilter Özkaya, Seongwon Kim, Daniel M. Kuchta, Sungjae Lee, Sergey V. Rylov, Herschel A. Ainspan, Timothy O. Dickson, John F. Bulzacchelli, Mounir Meghelli
A 32 Gb/s, 4.7 pJ/bit Optical Link With -11.7 dBm Sensitivity in 14-nm FinFET CMOS. IEEE J. Solid State Circuits 53 (4) (2018)
Ning Lu, Sungjae Lee, Richard A. Wachnik
Symmetry breaking in the drain current of multi-finger transistors. CICC (2015)
Richard A. Wachnik, Sungjae Lee, Li-Hong Pan, Hongmei Li, Ning Lu, Jing Wang, Christophe Bernicot, Raphael Bingert, Mai Randall, Scott K. Springer, Christopher S. Putnam
Gate Stack Resistance and Limits to CMOS Logic Performance. IEEE Trans. Circuits Syst. I Regul. Pap. (8) (2014)
Shireen Warnock, Rob Groves, Hongmei Li, Richard A. Wachnik, Pooja M. Kotecha, Sungjae Lee, Ning Lu, Paul Solomon, Keith Jenkins
Virtual de-embedding study for the accurate extraction of Fin FET gate resistance. CICC (2014)
Richard A. Wachnik, Sungjae Lee, Li-Hong Pan, Ning Lu, Hongmei Li, Raphael Bingert, Mai Randall, Scott K. Springer, Christopher S. Putnam
Gate stack resistance and limits to CMOS logic performance. CICC (2013)
Balaji Jayaraman, Sneha Gupta, Yanli Zhang, Puneet Goyal, Herbert Ho, Rishikesh Krishnan, Sunfei Fang, Sungjae Lee, Douglas Daley, Kevin McStay, Bernhard Wunder, John Barth, Sadanand Deshpande, Paul C. Parries, Rajeev Malik, Paul D. Agnello, Scott R. Stiffler, Subramanian S. Iyer
Performance analysis and modeling of deep trench decoupling capacitor for 32 nm high-performance SOI processors and beyond. ICICDT (2012)
Sungjae Lee, Inhwan Lee
Selective restart of threads for efficient thread-level speculation on multicore architecture. IEICE Electron. Express 9 (4) (2012)
Sungjae Lee, Jin-Ku Kang, Inhwan Lee
Way-lookup buffer for low-power set-associative cache. IEICE Electron. Express 8 (23) (2011)
Ali Khaki-Firooz, Kangguo Cheng, Basanth Jagannathan, Pranita Kulkarni, Jeffrey W. Sleight, Davood Shahrjerdi, Josephine B. Chang, Sungjae Lee, Junjun Li, Huiming Bu, Robert Gauthier, Bruce Doris, Ghavam Shahidi
Fully depleted extremely thin SOI for mainstream 20nm low-power technology and beyond. ISSCC (2010)
Jung-Suk Goo, Richard Q. Williams, Glenn O. Workman, Qiang Chen, Sungjae Lee, Edward J. Nowak
Compact modeling and simulation of PD-SOI MOSFETs: Current status and challenges. CICC (2008)
Sungjae Lee, Jae-Il Jung, Inhwan Lee
Voting structures for cascaded triple modular redundant modules. IEICE Electron. Express 4 (21) (2007)
Sungjae Lee, Kevin J. Webb
A Correlated Diffusion Noise Model for the Field-Effect Transistor. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 26 (10) (2007)
Jongwook Park, Sungjae Lee, Jeeyeon Kim, Jaeil Lee
Use of the SEED Encryption Algorithm in Cryptographic Message Syntax (CMS). RFC 4010 (2005)
Jongwook Park, Sungjae Lee, Jeeyeon Kim, Jaeil Lee
The SEED Encryption Algorithm. RFC 4009 (2005)
Changhoon Lee, Deukjo Hong, Sungjae Lee, Sangjin Lee, Hyungjin Yang, Jongin Lim
A Chosen Plaintext Linear Attack on Block Cipher CIKS-1. ICICS (2002)
Kyungdeok Hwang, Wonil Lee, Sungjae Lee, Sangjin Lee, Jongin Lim
Saturation Attacks on Reduced Round Skipjack. FSE (2002)
Jeeyeon Kim, Seungjoo Kim, Hyunjo Kwon, Sungjae Lee, Sangjoon Park, Dongho Won
Forward-Secure Commercial Key Escrow Systems. WETICE (2001)