Machine Learning-Based Uncertainty Quantification and Design Optimization for Offset Compensation Sense Amplifiers in DRAMs.

Seung Hwan Kim Seung-Hwan Kim Seung-Hwan Kim 0001 LG Electronics Inc., San Diego, CA, USA Sharp Labs of America, Camas, USA University of Southern California, Los Angeles, Media Communications Lab Gwangju Institute of Science and Technology (GIST), Buk-gu, Korea https://rocketreach.co/seung-hwan-kim-email_50404227 https://www.linkedin.com/in/seung-hwan-kim-06bb26132 https://orcid.org/0000-0002-7137-817X Seung-Hwan Kim 0002 https://sites.google.com/site/shkim120415/ Korea Advanced Institute of Science and Technology (KAIST), Department of Electrical Engineering Seung-Hwan Kim 0003 Kumoh National Institute of Technology, School of Electronic Engineering https://orcid.org/0000-0002-4118-8703 Seung-Hwan Kim 0004 Ajou University, Department of Business Administration, Suwon, South Korea

Hyerin Lee Dong Yeong Kim Geon Kim Su Yeon Kim Jewon Park Sinwook Kim Hyeona Seo Chaehyuk Lim Sowon Kim Juwon Lee Jeonghyeon Yun Seung-Hwan Kim Yongbok Lee Suhyung Park Myeongjin Kim Myoung Jin Lee Machine Learning-Based Uncertainty Quantification and Design Optimization for Offset Compensation Sense Amplifiers in DRAMs. 2026 March 1473-1486 45 IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 3 https://doi.org/10.1109/TCAD.2025.3603112 db/journals/tcad/tcad45.html#LeeKKKPKSLKLYKLPKL26 streams/journals/tcad

Jisoo Kim Jungbin Cho Sanghyeok Chu Ananya Bal Jinhyung Kim Gunhee Lee Sihaeng Lee Seung Hwan Kim Bohyung Han Hyunmin Lee László A. Jeni Seungryong Kim Pri4R: Learning World Dynamics for Vision-Language-Action Models with Privileged 4D Representation. 2026 March abs/2603.01549 CoRR https://doi.org/10.48550/arXiv.2603.01549 db/journals/corr/corr2603.html#abs-2603-01549 streams/journals/corr

Eunji Lee Yeonsik Jo Soonyoung Lee Seung Hwan Kim Nam Ik Cho Single-stage table structure recognition approach via efficient sequence modeling. 146-153 2025 197 Pattern Recognit. Lett. https://doi.org/10.1016/j.patrec.2025.07.022 db/journals/prl/prl197.html#LeeJLKC25 streams/journals/prl

LG AI Research Sehyun Chun Jiye Kim Ahra Jo Yeonsik Jo Seungyul Oh Seungjun Lee Kwangrok Ryoo Jongmin Lee Seung Hwan Kim Byung Jun Kang Soonyoung Lee Jun Ha Park Chanwoo Moon Jiwon Ham Haein Lee Heejae Han Jaeseung Byun Soojong Do Minju Ha Dongyun Kim Kyunghoon Bae Woohyung Lim Edward Hwayoung Lee Yongmin Park Jeongsang Yu Gerrard Jeongwon Jo Yeonjung Hong Kyungjae Yoo Sehui Han Jaewan Lee Changyoung Park Kijeong Jeon Sihyuk Yi MolMole: Molecule Mining from Scientific Literature. 2025 May abs/2505.03777 CoRR https://doi.org/10.48550/arXiv.2505.03777 db/journals/corr/corr2505.html#abs-2505-03777 streams/journals/corr

Seung Hwan Kim Byung Do Chung Integrated food delivery problem considering both single-order and multiple order deliveries. 110458 2024 196 Comput. Ind. Eng. https://doi.org/10.1016/j.cie.2024.110458 db/journals/candie/candie196.html#KimC24 streams/journals/candie

Bumsoo Kim 0005 Jinhyung Kim Yeonsik Jo Seung Hwan Kim Expediting Contrastive Language-Image Pretraining via Self-Distilled Encoders. 2732-2740 2024 AAAI https://doi.org/10.1609/aaai.v38i3.28052 conf/aaai/2024 db/conf/aaai/aaai2024.html#KimKJK24 Minjung Kim 0001 Hyung Lim Seung Hwan Kim Soonyoung Lee Bumsoo Kim 0005 Gunhee Kim See It All: Contextualized Late Aggregation for 3D Dense Captioning. 3395-3405 2024 ACL (Findings) https://doi.org/10.18653/v1/2024.findings-acl.202 https://aclanthology.org/2024.findings-acl.202 conf/acl/2024f db/conf/acl/acl2024f.html#0001LKLKK24 Taehoon Kim Pyunghwan Ahn Sangyun Kim Sihaeng Lee Mark Marsden Alessandra Sala Seung Hwan Kim Bohyung Han Kyoung Mu Lee Honglak Lee Kyounghoon Bae Xiangyu Wu Yi Gao Hailiang Zhang Yang Yang 0128 Weili Guo Jianfeng Lu 0003 Youngtaek Oh Jae-Won Cho Dong-Jin Kim 0003 In So Kweon Junmo Kim 0002 Wooyoung Kang Won Young Jhoo Byungseok Roh Jonghwan Mun Solgil Oh Kenan Emir Ak Gwang-Gook Lee Yan Xu Mingwei Shen 0001 Kyomin Hwang Wonsik Shin Kamin Lee Wonhark Park Dongkwan Lee Nojun Kwak Yujin Wang Yimu Wang Tiancheng Gu Xingchang Lv Mingmao Sun NICE: CVPR 2023 Challenge on Zero-shot Image Captioning. 7356-7365 2024 CVPR Workshops https://doi.org/10.1109/CVPRW63382.2024.00731 conf/cvpr/2024w db/conf/cvpr/cvprw2024.html#KimAKLMSKHLLBWG22 Taehoon Kim Mark Marsden Pyunghwan Ahn Sangyun Kim Sihaeng Lee Alessandra Sala Seung Hwan Kim Large-Scale Bidirectional Training for Zero-Shot Image Captioning. 7373-7383 2024 CVPR Workshops https://doi.org/10.1109/CVPRW63382.2024.00733 conf/cvpr/2024w db/conf/cvpr/cvprw2024.html#KimMAKLSK22 Seung-Hyun Cho Sang-Rok Moon Sooyeon Kim Wonkyoung Lee Minkyu Sung Seung Hwan Kim Hyun Jae Lee Joon Ki Lee Photonics-based Sub-Terahertz Band Wireless Fronthaul with Commercially Available Optical Fiber-based Fronthaul Equipments and Optical Transceivers. 1-6 2024 PIMRC https://doi.org/10.1109/PIMRC59610.2024.10817157 conf/pimrc/2024 db/conf/pimrc/pimrc2024.html#ChoMKLSKLL24 Jeeho Hyun Sangyun Kim Giyoung Jeon Seung Hwan Kim Kyunghoon Bae Byung Jun Kang ReConPatch : Contrastive Patch Representation Learning for Industrial Anomaly Detection. 2041-2050 2024 WACV https://doi.org/10.1109/WACV57701.2024.00205 conf/wacv/2024 db/conf/wacv/wacv2024.html#HyunKJKBK24

Minjung Kim 0001 Hyung Suk Lim Seung Hwan Kim Soonyoung Lee Bumsoo Kim 0005 Gunhee Kim See It All: Contextualized Late Aggregation for 3D Dense Captioning. 2024 abs/2408.07648 CoRR https://doi.org/10.48550/arXiv.2408.07648 db/journals/corr/corr2408.html#abs-2408-07648 streams/journals/corr

Seung Hwan Kim Jeong hwan Jeon Anwar Aridi Bogang Jun Factors That Affect the Technological Transition of Firms Toward the Industry 4.0 Technologies. 1694-1707 2023 11 IEEE Access https://doi.org/10.1109/ACCESS.2022.3233390 db/journals/access/access11.html#KimJAJ23

Bogang Jun Seung Hwan Kim Hyoji Choi Jeong hwan Jeon Donghyeon Yu Technological Leadership in Industry 4.0: A Comparison Between Manufacturing and ICT Sectors Among Korean Firms. 28490-28505 2023 11 IEEE Access https://doi.org/10.1109/ACCESS.2023.3259065 db/journals/access/access11.html#JunKCJY23

Seung Hwan Kim Bogang Jun Jeong-Dong Lee Technological relatedness: how do firms diversify their technology? 4901-4931 2023 September 128 Scientometrics 9 https://doi.org/10.1007/s11192-023-04775-6 db/journals/scientometrics/scientometrics128.html#KimJL23

Bumsoo Kim 0005 Yeonsik Jo Jinhyung Kim Seung-Hwan Kim Misalign, Contrast then Distill: Rethinking Misalignments in Language-Image Pretraining. 2563-2572 2023 ICCV https://doi.org/10.1109/ICCV51070.2023.00242 conf/iccv/2023 db/conf/iccv/iccv2023.html#KimJKK23 Daechul Ahn Daneul Kim Gwangmo Song Seung Hwan Kim Honglak Lee Dongyeop Kang Jonghyun Choi Story Visualization by Online Text Augmentation with Context Memory. 3102-3112 2023 ICCV https://doi.org/10.1109/ICCV51070.2023.00290 conf/iccv/2023 db/conf/iccv/iccv2023.html#AhnKSKLKC23 Seung-Hyun Cho Sang-Rok Moon Eon-Sang Kim Wonkyoung Lee Minkyu Sung Sooyeon Kim Seung Hwan Kim Joon Ki Lee Demonstrations of THz-band indoor network based on photonics technology. 1-6 2023 PIMRC https://doi.org/10.1109/PIMRC56721.2023.10293940 conf/pimrc/2023 db/conf/pimrc/pimrc2023.html#ChoMKLSKKL23 Jinsu Yoo Taehoon Kim Sihaeng Lee Seung Hwan Kim Honglak Lee Tae Hyun Kim 0006 Enriched CNN-Transformer Feature Aggregation Networks for Super-Resolution. 4945-4954 2023 WACV https://doi.org/10.1109/WACV56688.2023.00493 conf/wacv/2023 db/conf/wacv/wacv2023.html#YooKLKLK23

Jeeho Hyun Sangyun Kim Giyoung Jeon Seung Hwan Kim Kyunghoon Bae Byung Jun Kang ReConPatch : Contrastive Patch Representation Learning for Industrial Anomaly Detection. 2023 abs/2305.16713 CoRR https://doi.org/10.48550/arXiv.2305.16713 db/journals/corr/corr2305.html#abs-2305-16713

Daechul Ahn Daneul Kim Gwangmo Song Seung Hwan Kim Honglak Lee Dongyeop Kang Jonghyun Choi Story Visualization by Online Text Augmentation with Context Memory. 2023 abs/2308.07575 CoRR https://doi.org/10.48550/arXiv.2308.07575 db/journals/corr/corr2308.html#abs-2308-07575

Taehoon Kim Pyunghwan Ahn Sangyun Kim Sihaeng Lee Mark Marsden Alessandra Sala Seung Hwan Kim Bohyung Han Kyoung Mu Lee Honglak Lee Kyounghoon Bae Xiangyu Wu Yi Gao Hailiang Zhang Yang Yang 0128 Weili Guo Jianfeng Lu 0003 Youngtaek Oh Jae-Won Cho Dong-Jin Kim 0003 In So Kweon Junmo Kim 0002 Woo-Young Kang Won Young Jhoo Byungseok Roh Jonghwan Mun Solgil Oh Kenan Emir Ak Gwang-Gook Lee Yan Xu Mingwei Shen 0001 Kyomin Hwang Wonsik Shin Kamin Lee Wonhark Park Dongkwan Lee Nojun Kwak Yujin Wang Yimu Wang Tiancheng Gu Xingchang Lv Mingmao Sun NICE: CVPR 2023 Challenge on Zero-shot Image Captioning. 2023 abs/2309.01961 CoRR https://doi.org/10.48550/arXiv.2309.01961 db/journals/corr/corr2309.html#abs-2309-01961

Bumsoo Kim 0005 Jinhyung Kim Yeonsik Jo Seung Hwan Kim Expediting Contrastive Language-Image Pretraining via Self-distilled Encoders. 2023 abs/2312.12659 CoRR https://doi.org/10.48550/arXiv.2312.12659 db/journals/corr/corr2312.html#abs-2312-12659

Bumsoo Kim 0005 Yeonsik Jo Jinhyung Kim Seung Hwan Kim Misalign, Contrast then Distill: Rethinking Misalignments in Language-Image Pretraining. 2023 abs/2312.12661 CoRR https://doi.org/10.48550/arXiv.2312.12661 db/journals/corr/corr2312.html#abs-2312-12661

Kwangrok Ryoo Yeonsik Jo Seungjun Lee Mira Kim Ahra Jo Seung Hwan Kim Seungryong Kim Soonyoung Lee Universal Noise Annotation: Unveiling the Impact of Noisy annotation on Object Detection. 2023 abs/2312.13822 CoRR https://doi.org/10.48550/arXiv.2312.13822 db/journals/corr/corr2312.html#abs-2312-13822

Taehoon Kim Gwangmo Song Sihaeng Lee Sangyun Kim Yewon Seo Soonyoung Lee Seung Hwan Kim Honglak Lee Kyunghoon Bae L-Verse: Bidirectional Generation Between Image and Text. 16505-16515 2022 CVPR https://doi.org/10.1109/CVPR52688.2022.01603 conf/cvpr/2022 db/conf/cvpr/cvpr2022.html#KimSLKSLKLB22 Juseung Yun Janghyeon Lee 0001 Hyounguk Shon Eojindl Yi Seung Hwan Kim Junmo Kim 0002 On the Angular Update and Hyperparameter Tuning of a Scale-Invariant Network. 121-136 2022 ECCV (12) https://doi.org/10.1007/978-3-031-19775-8_8 conf/eccv/2022-12 db/conf/eccv/eccv2022-12.html#YunLSYKK22 Hyounguk Shon Janghyeon Lee 0001 Seung Hwan Kim Junmo Kim 0002 DLCFT: Deep Linear Continual Fine-Tuning for General Incremental Learning. 513-529 2022 ECCV (33) https://doi.org/10.1007/978-3-031-19827-4_30 conf/eccv/2022-33 db/conf/eccv/eccv2022-33.html#ShonLKK22 Sihaeng Lee Eojindl Yi Janghyeon Lee 0001 Jinsu Yoo Honglak Lee Seung Hwan Kim Fully Convolutional Transformer with Local-Global Attention. 552-559 2022 IROS https://doi.org/10.1109/IROS47612.2022.9981339 conf/iros/2022 db/conf/iros/iros2022.html#LeeYLYLK22 Rodrigo Hormazabal Changyoung Park Soonyoung Lee Sehui Han Yeonsik Jo Jaewan Lee Ahra Jo Seung Hwan Kim Jaegul Choo Moontae Lee Honglak Lee CEDe: A collection of expert-curated datasets with atom-level entity annotations for Optical Chemical Structure Recognition. 2022 conf/nips/2022 NeurIPS http://papers.nips.cc/paper_files/paper/2022/hash/ada36dfeb684a5c11f783fc170c294fe-Abstract-Datasets_and_Benchmarks.html db/conf/nips/neurips2022.html#HormazabalPLHJL22 Janghyeon Lee 0001 Jongsuk Kim Hyounguk Shon Bumsoo Kim 0005 Seung Hwan Kim Honglak Lee Junmo Kim 0002 UniCLIP: Unified Framework for Contrastive Language-Image Pre-training. 2022 conf/nips/2022 NeurIPS http://papers.nips.cc/paper_files/paper/2022/hash/072fd0525592b43da661e254bbaadc27-Abstract-Conference.html db/conf/nips/neurips2022.html#LeeKSKKLK22

Jinsu Yoo Taehoon Kim Sihaeng Lee Seung Hwan Kim Honglak Lee Tae Hyun Kim 0006 Rich CNN-Transformer Feature Aggregation Networks for Super-Resolution. 2022 abs/2203.07682 CoRR https://doi.org/10.48550/arXiv.2203.07682 db/journals/corr/corr2203.html#abs-2203-07682

Hyounguk Shon Janghyeon Lee 0001 Seung Hwan Kim Junmo Kim 0002 DLCFT: Deep Linear Continual Fine-Tuning for General Incremental Learning. 2022 abs/2208.08112 CoRR https://doi.org/10.48550/arXiv.2208.08112 db/journals/corr/corr2208.html#abs-2208-08112

Janghyeon Lee 0001 Jongsuk Kim Hyounguk Shon Bumsoo Kim 0005 Seung Hwan Kim Honglak Lee Junmo Kim 0002 UniCLIP: Unified Framework for Contrastive Language-Image Pre-training. 2022 abs/2209.13430 CoRR https://doi.org/10.48550/arXiv.2209.13430 db/journals/corr/corr2209.html#abs-2209-13430

Taehoon Kim Mark Marsden Pyunghwan Ahn Sangyun Kim Sihaeng Lee Alessandra Sala Seung Hwan Kim Large-Scale Bidirectional Training for Zero-Shot Image Captioning. 2022 abs/2211.06774 CoRR https://doi.org/10.48550/arXiv.2211.06774 db/journals/corr/corr2211.html#abs-2211-06774

Jongseong Jang Daeun Kyung Seung Hwan Kim Honglak Lee Kyunghoon Bae Edward Choi 0003 Significantly improving zero-shot X-ray pathology classification via fine-tuning pre-trained image-text encoders. 2022 abs/2212.07050 CoRR https://doi.org/10.48550/arXiv.2212.07050 db/journals/corr/corr2212.html#abs-2212-07050

Taehoon Kim Gwangmo Song Sihaeng Lee Sangyun Kim Yewon Seo Soonyoung Lee Seung Hwan Kim Honglak Lee Kyunghoon Bae L-Verse: Bidirectional Generation Between Image and Text. 2021 abs/2111.11133 CoRR https://arxiv.org/abs/2111.11133 db/journals/corr/corr2111.html#abs-2111-11133

Kiheum You Seung-Hwan Kim Hojong Choi A Class-J Power Amplifier Implementation for Ultrasound Device Applications. 2273 2020 20 Sensors 8 https://doi.org/10.3390/s20082273 https://www.wikidata.org/entity/Q92121709 db/journals/sensors/sensors20.html#YouKC20

Kyeong-Hwan Doo Kwangok Kim Han Hyub Lee Seung Hwan Kim Heuk Park Jung-Yeol Oh Hwan Seok Chung Optical Access and Transport Technologies for 5G and Beyond. 1-3 2019 OECC/PSC https://doi.org/10.23919/PS.2019.8818097 conf/ps/2019 db/conf/ps/psc2019.html#DooKLKPOC19 Han Hyub Lee Kyeong-Hwan Doo Kwangok Kim Sil-Gu Mun Seung Hwan Kim Hwan Seok Chung Improved Link Budget (35 dB) of 2×25 Gb/s WDM/TDM-PON by Using Crosstalk-free SOA and FEC. 1-3 2018 OFC https://ieeexplore.ieee.org/document/8386302 conf/ofc/2018 db/conf/ofc/ofc2018.html#LeeDKMKC18 Seung Hwan Kim Hwan Seok Chung Sun Me Kim Experimental demonstration of CPRI data compression based on partial bit sampling for mobile front-haul link in C-RAN. 1-3 2016 OFC https://ieeexplore.ieee.org/document/7537664 conf/ofc/2016 db/conf/ofc/ofc2016.html#KimCK16 Seung Hwan Kim Yong Kwan Kim Sang-Uk Lee Error-resilient video coding using adaptive weighted multiple reference frame method. 2004 VCIP https://doi.org/10.1117/12.527344 conf/vcip/2004 db/conf/vcip/vcip2004.html#KimKL04 Seung-Wook Park Seung Hwan Kim Chang-Su Kim 0001 Sang-Uk Lee Adaptive Windowing Technique for Variable Block-size Motion Compensation. 2004 VCIP https://doi.org/10.1117/12.526309 conf/vcip/2004 db/conf/vcip/vcip2004.html#ParkKKL04

Seung Hwan Kim Chang-Su Kim 0001 Sang-Uk Lee An efficient motion compensation algorithm based on double reference frame method. 635-649 2002 17 Signal Process. Image Commun. 8 https://doi.org/10.1016/S0923-5965(02)00058-9 db/journals/spic/spic17.html#KimKL02

Seung Hwan Kim Yong Kwan Kim Sang Uk Lee Adaptive multiple reference frame based scalable video coding algorithm. 33-36 2002 conf/icip/2002 ICIP (2) db/conf/icip/icip2002-2.html#KimKL02 https://doi.org/10.1109/ICIP.2002.1039880 Seung Hwan Kim Chang-Su Kim 0001 Sang Uk Lee Efficient Motion Compensation Algorithm Based on Second-Order Prediction. 2000 conf/icip/2000 ICIP db/conf/icip/icip2000.html#KimKL00 https://doi.org/10.1109/ICIP.2000.899852 875-878 Seung Hwan Kim Dong-Il Chang Choong Woong Lee Sang Uk Lee Complexity reduction method for overlapped block motion compensation based on spatio-temporal correlation. 211-214 1999 conf/iscas/1999 ISCAS (4) https://doi.org/10.1109/ISCAS.1999.779979 db/conf/iscas/iscas1999-4.html#KimCLL99 Daechul Ahn Pyunghwan Ahn Kenan E. AkKenan Emir Ak Anwar Aridi Kyounghoon Bae Kyunghoon Bae Ananya Bal Jaeseung Byun Dong-Il Chang Jae-Won Cho Jungbin Cho Nam Ik Cho Seung-Hyun Cho Edward Choi 0003 Hojong Choi Hyoji Choi Jonghyun Choi Jaegul Choo Sanghyeok Chu Sehyun Chun Byung Do Chung Hwan Seok Chung Soojong Do Kyeong-Hwan Doo Yi Gao Tiancheng Gu Weili Guo Minju Ha Jiwon Ham Bohyung Han Heejae Han Sehui Han Yeonjung Hong Rodrigo Hormazabal Kyomin Hwang Jeeho Hyun Jongseong Jang László A. Jeni Giyoung Jeon Jeong hwan Jeon Kijeong Jeon Won Young Jhoo Ahra Jo Gerrard Jeongwon Jo Yeonsik Jo Bogang Jun Byung Jun Kang Dongyeop Kang Woo-Young KangWooyoung Kang Bumsoo Kim 0005 Chang-Su Kim 0001 Daneul Kim Dong-Jin Kim 0003 Dongyeong KimDong Yeong Kim Dongyun Kim Eon-Sang Kim Geon Kim Gunhee Kim Jinhyung Kim Jisoo Kim Jiye Kim Jongsuk Kim Junmo Kim 0002 Kwangok Kim Minjung Kim 0001 Mira Kim Myeongjin Kim Sangyun Kim Seungryong Kim Sinwook Kim Sooyeon Kim Sowon Kim Su Yeon Kim Sun Me Kim Tae Hyun Kim 0006 Taehoon Kim Yong Kwan Kim Nojun Kwak In-So KweonIn So Kweon Daeun Kyung Choong Woong Lee Dongkwan Lee Edward Hwayoung Lee Eunji Lee Gunhee Lee Gwang-Gook Lee Haein Lee Han Hyub Lee Honglak Lee Hyerin Lee Hyun Jae Lee Hyunmin Lee Jaewan Lee Janghyeon Lee 0001 Jeong-Dong Lee Jongmin Lee Joonki LeeJoon Ki Lee Juwon Lee Kamin Lee Kyoung Mu Lee Moontae Lee Myoung Jin Lee Sang Uk LeeSang-Uk Lee Seungjun Lee Sihaeng Lee Soonyoung Lee Wonkyoung Lee Yongbok Lee Chaehyuk Lim Hyung Lim Hyung Suk Lim Woohyung Lim Jianfeng Lu 0003 Xingchang Lv Mark Marsden Chanwoo Moon Sang-Rok Moon Jonghwan Mun Sil-Gu Mun Jung-Yeol Oh Seungyul Oh Solgil Oh Youngtaek Oh Changyoung Park Heuk Park Jewon Park Jun Ha Park Seung-Wook Park Suhyung Park Wonhark Park Yongmin Park LG AI Research Byungseok Roh Kwangrok Ryoo Alessandra Sala Hyeona Seo Yewon Seo Mingwei Shen 0001 Wonsik Shin Hyounguk Shon Gwangmo Song Mingmao Sun Minkyu Sung Yimu Wang Yujin Wang Xiangyu Wu Yan Xu Yang Yang 0128 Eojindl Yi Sihyuk Yi Jinsu Yoo Kyungjae Yoo Kiheum You Donghyeon Yu Jeongsang Yu Jeonghyeon Yun Juseung Yun Hailiang Zhang