Kanana: Compute-efficient Bilingual Language Models.

Minchul Lee

Yunju Bak Hojin Lee Minho Ryu Jiyeon Ham Seungjae Jung Daniel Wontae Nam Taegyeong Eo Donghun Lee Doohae Jung Boseop Kim Nayeon Kim Jaesun Park Hyunho Kim Hyunwoong Ko Changmin Lee Kyoung-Woon On Seulye Baeg Junrae Cho Sunghee Jung Jieun Kang EungGyun Kim Eunhwa Kim Byeongil Ko Daniel Lee Minchul Lee Miok Lee Shinbok Lee Gaeun Seo Kanana: Compute-efficient Bilingual Language Models. 2025 February abs/2502.18934 CoRR https://doi.org/10.48550/arXiv.2502.18934 db/journals/corr/corr2502.html#abs-2502-18934 streams/journals/corr

Yuseung Na Minchul Lee Jeonghun Kang Myoungho Sunwoo Kichun Jo Collision Probability Field Based Interaction-Aware Longitudinal Motion Prediction. 12095-12107 2024 September 25 IEEE Trans. Intell. Transp. Syst. 9 https://doi.org/10.1109/TITS.2024.3379353 db/journals/tits/tits25.html#NaLKSJ24 streams/journals/tits

Ping-Xiang Chen Dongjoo Seo Changhoon Sung 0001 Jongheum Park Minchul Lee Huaicheng Li Matias Bjørling Nikil D. Dutt ZoneTrace: Zone Monitoring Tool for F2FS on ZNS SSDs. 1-15 2024 29 ACM Trans. Design Autom. Electr. Syst. 5 https://doi.org/10.1145/3656172 https://www.wikidata.org/entity/Q130949789 db/journals/todaes/todaes29.html#ChenSSPLLBD24 streams/journals/todaes

Minchul Lee Kijong Han Myeong Cheol Shin LittleBird: Efficient Faster & Longer Transformer for Question Answering. 5261-5277 2022 EMNLP https://doi.org/10.18653/v1/2022.emnlp-main.352 https://aclanthology.org/2022.emnlp-main.352 conf/emnlp/2022 db/conf/emnlp/emnlp2022.html#LeeHS22

Minchul Lee Kijong Han Myeong Cheol Shin LittleBird: Efficient Faster & Longer Transformer for Question Answering. 2022 abs/2210.11870 CoRR https://doi.org/10.48550/arXiv.2210.11870 db/journals/corr/corr2210.html#abs-2210-11870

Eunsan Jo Myoungho Sunwoo Minchul Lee Vehicle Trajectory Prediction Using Hierarchical Graph Neural Network for Considering Interaction among Multimodal Maneuvers. 5354 2021 21 Sensors 16 https://doi.org/10.3390/s21165354 db/journals/sensors/sensors21.html#JoSL21

Seokwon Kim Minchul Lee Myoungho Sunwoo Kichun Jo Probabilistic Smoothing Based Generation of a Reliable Lane Geometry Map With Uncertainty of a Lane Detector. 170322-170335 2020 8 IEEE Access https://doi.org/10.1109/ACCESS.2020.3023258 db/journals/access/access8.html#KimLSJ20

Minchul Lee Min Song 0001 Incorporating citation impact into analysis of research trends. 1191-1224 2020 124 Scientometrics 2 https://doi.org/10.1007/s11192-020-03508-3 db/journals/scientometrics/scientometrics124.html#LeeS20

Minchul Lee Sieun Jeon Min Song 0001 Characterizing user interest in NoSQL databases of social question and answer data. 3866-3881 2020 76 J. Supercomput. 5 https://doi.org/10.1007/s11227-018-2293-x https://www.wikidata.org/entity/Q130145439 db/journals/tjs/tjs76.html#LeeJS20

Boonserm Kulvatunyou Minchul Lee Megan Katsumi An Analysis of the IOF Architecture - a Systems Integration Perspective. 2020 I-ESA Workshops https://ceur-ws.org/Vol-2900/WS5Paper1.pdf conf/iesa/2020w db/conf/iesa/iesa2020w.html#KulvatunyouLK20 Si Hoon Lee Kwangmin Park Jaeheung Lim Minchul Lee Jeongho Park Hyun Kim Young Ok Lee Hyun Su Ahn Eunseok Shin Hyungjong Ko Seoung-Jae Yoo Hyunsurk Ryu Yongin Park Joonseok Kim 0002 Long Yan 20.3 A 4.0×3.7×1.0mm<sup>3</sup>-MEMS CMOS Integrated E-Nose with Embedded 4×Gas Sensors, a Temperature Sensor and a Relative Humidity Sensor. 316-318 2020 ISSCC https://doi.org/10.1109/ISSCC19947.2020.9063119 conf/isscc/2020 db/conf/isscc/isscc2020.html#LeePLLPKLASKYRP20

Kichun Jo Minchul Lee Wonteak Lim Myoungho Sunwoo Hybrid Local Route Generation Combining Perception and a Precise Map for Autonomous Cars. 120128-120140 2019 7 IEEE Access https://doi.org/10.1109/ACCESS.2019.2937555 db/journals/access/access7.html#JoLLS19

Wooyoung Lee Minchul Lee Myoungho Sunwoo Kichun Jo Fast Online Coordinate Correction of a Multi-Sensor for Object Identification in Autonomous Vehicles. 2006 2019 19 Sensors 9 https://doi.org/10.3390/s19092006 https://www.wikidata.org/entity/Q64947332 db/journals/sensors/sensors19.html#LeeLSJ19

Minchul Lee Seokwon Kim Wonteak Lim Myoungho Sunwoo Probabilistic Occupancy Filter for Parking Slot Marker Detection in an Autonomous Parking System Using AVM. 2389-2394 2019 20 IEEE Trans. Intell. Transp. Syst. 6 https://doi.org/10.1109/TITS.2018.2855183 https://www.wikidata.org/entity/Q129430073 db/journals/tits/tits20.html#LeeKLS19

Minchul Lee Boonserm (Serm) Kulvatunyou Design-for-Cost - An Approach for Distributed Manufacturing Cost Estimation. 457-465 2019 APMS (2) https://doi.org/10.1007/978-3-030-29996-5_53 conf/ifip5-7/2019-2 db/conf/ifip5-7/apms2019-2.html#LeeK19

Minchul Lee Myoungho Sunwoo Kichun Jo Collision risk assessment of occluded vehicle based on the motion predictions using the precise road map. 179-191 2018 106 Robotics Auton. Syst. https://doi.org/10.1016/j.robot.2018.05.005 db/journals/ras/ras106.html#LeeSJ18

Dongchul Kim Kichun Jo Minchul Lee Myoungho Sunwoo L-Shape Model Switching-Based Precise Motion Tracking of Moving Vehicles Using Laser Scanners. 598-612 2018 19 IEEE Trans. Intell. Transp. Syst. 2 https://doi.org/10.1109/TITS.2017.2771820 db/journals/tits/tits19.html#KimJLS18

Kichun Jo Minchul Lee Myoungho Sunwoo Track Fusion and Behavioral Reasoning for Moving Vehicles Based on Curvilinear Coordinates of Roadway Geometries. 3068-3075 2018 19 IEEE Trans. Intell. Transp. Syst. 9 https://doi.org/10.1109/TITS.2017.2759904 db/journals/tits/tits19.html#JoLS18

Minchul Lee Wonteak Lim Seokwon Kim Myoungho Sunwoo Temporal local route modeling using the recognized lane for autonomous driving comfort. 1-6 2018 ICVES https://doi.org/10.1109/ICVES.2018.8519490 conf/icves/2018 db/conf/icves/icves2018.html#LeeLKS18

Kichun Jo Minchul Lee Junsoo Kim 0004 Myoungho Sunwoo Tracking and Behavior Reasoning of Moving Vehicles Based on Roadway Geometry Constraints. 460-476 2017 18 IEEE Trans. Intell. Transp. Syst. 2 https://doi.org/10.1109/TITS.2016.2605163 db/journals/tits/tits18.html#JoLKS17

Hyunseop Park Bongjun Ji Minchul Lee Junhyuk Choi Jeesu Lee Seung Hwan Bang 0001 Hyunbo Cho Conceptual Development Process of Mass-customizable Data Analytics Services for Manufacturing SMEs. 194-201 2017 APMS (1) https://doi.org/10.1007/978-3-319-66923-6_23 conf/ifip5-7/2017apms1 db/conf/ifip5-7/apms2017-1.html#ParkJLCLBC17 Bongjun Ji Hyunseop Park Kiwook Jung Seung Hwan Bang 0001 Minchul Lee Jeongbin Kim 0002 Hyunbo Cho A Component Selection Method for Prioritized Predictive Maintenance. 433-440 2017 APMS (1) https://doi.org/10.1007/978-3-319-66923-6_51 conf/ifip5-7/2017apms1 db/conf/ifip5-7/apms2017-1.html#JiPJBLKC17 Minchul Lee Kichun Jo Myoungho Sunwoo Collision risk assessment for possible collision vehicle in occluded area based on precise map. 1-6 2017 ITSC https://doi.org/10.1109/ITSC.2017.8317666 conf/itsc/2017 db/conf/itsc/itsc2017.html#LeeJS17

Kichun Jo Minchul Lee Myoungho Sunwoo Road Slope Aided Vehicle Position Estimation System Based on Sensor Fusion of GPS and Automotive Onboard Sensors. 250-263 2016 17 IEEE Trans. Intell. Transp. Syst. 1 https://doi.org/10.1109/TITS.2015.2464697 db/journals/tits/tits17.html#JoLS16

Kichun Jo Minchul Lee Myoungho Sunwoo Fast GPS-DR Sensor Fusion Framework: Removing the Geodetic Coordinate Conversion Process. 2008-2013 2016 17 IEEE Trans. Intell. Transp. Syst. 7 https://doi.org/10.1109/TITS.2015.2475620 db/journals/tits/tits17.html#JoLS16a

Junsoo Kim 0004 Kichun Jo Wontaek Lim Minchul Lee Myoungho Sunwoo Curvilinear-Coordinate-Based Object and Situation Assessment for Highly Automated Vehicles. 1559-1575 2015 16 IEEE Trans. Intell. Transp. Syst. 3 https://doi.org/10.1109/TITS.2014.2369737 db/journals/tits/tits16.html#KimJLLS15

Hyun Su Ahn Seulye Baeg Yunju Bak Seung Hwan Bang 0001 Matias Bjørling Ping-Xiang Chen Hyunbo Cho Junrae Cho Junhyuk Choi Nikil D. Dutt Taegyeong Eo Jiyeon Ham Kijong Han Sieun Jeon Bongjun Ji Eunsan Jo Kichun Jo Doohae Jung Kiwook Jung Seungjae Jung Sunghee Jung Jeonghun Kang Jieun Kang Megan Katsumi Boseop Kim Dongchul Kim EungGyun Kim Eunhwa Kim Hyun Kim Hyunho Kim Jeongbin Kim 0002 Joonseok Kim 0002 Junsoo Kim 0004 Nayeon Kim Seokwon Kim Byeongil Ko Hyungjong Ko Hyunwoong Ko Boonserm KulvatunyouBoonserm (Serm) Kulvatunyou Changmin Lee Daniel Lee Donghun Lee Hojin Lee Jeesu Lee Miok Lee Shinbok Lee Si Hoon Lee Wooyoung Lee Young Ok Lee Huaicheng Li Jaeheung Lim Wontaek Lim Wonteak Lim Yuseung Na Daniel Wontae Nam Kyoung-Woon On Hyunseop Park Jaesun Park Jeongho Park Jongheum Park Kwangmin Park Yongin Park Hyunsurk Ryu Minho Ryu Dongjoo Seo Gaeun Seo Eunseok Shin Myeong Cheol Shin Min Song 0001 Changhoon Sung 0001 Myoungho Sunwoo Long Yan Seoung-Jae Yoo