Junsoo Kim

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 48

Top Topics

Text Generation

Feedback Controller

Homomorphic Encryption

State Estimation

Top Venues

IEEE Trans. Autom. Control.

IEEE Control. Syst. Lett.

Publications

Junsoo Kim, Seunghee Han, Geonwoo Ko, Ji-Hoon Kim, Changha Lee, Taewoo Kim, Chan-Hyun Youn, Joo-Young Kim
EPU: An Energy-Efficient Explainable AI Accelerator With Sparsity-Free Computation and Heat Map Compression/Pruning. IEEE J. Solid State Circuits 59 (3) (2024)
Jaehoon Heo, Junsoo Kim, Sukbin Lim, Wontak Han, Joo-Young Kim
T-PIM: An Energy-Efficient Processing-in-Memory Accelerator for End-to-End On-Device Training. IEEE J. Solid State Circuits 58 (3) (2023)
Rijad Alisic, Junsoo Kim, Henrik Sandberg
Model-Free Undetectable Attacks on Linear Systems Using LWE-Based Encryption. IEEE Control. Syst. Lett. 7 (2023)
Seungjae Moon, Junsoo Kim, Jung-Hoon Kim, Junseo Cha, Gyubin Choi, Seongmin Hong, Joo-Young Kim
) Accelerating Hyperscale Models for Generative AI. HCS (2023)
Junsoo Kim, Jin Gyu Lee, Henrik Sandberg, Karl Henrik Johansson
Complexity reduction for resilient state estimation of uniformly observable nonlinear systems. CoRR (2023)
Junsoo Kim, Geonwoo Ko, Ji-Hoon Kim, Changha Lee, Taewoo Kim, Chan-Hyun Youn, Joo-Young Kim
A 26.55TOPS/W Explainable AI Processor with Dynamic Workload Allocation and Heat Map Compression/Pruning. CICC (2023)
Joowon Lee, Donggil Lee, Junsoo Kim, Hyungbo Shim
Encrypted Dynamic Control exploiting Limited Number of Multiplications and a Method using Ring-LWE based Cryptosystem. CoRR (2023)
Joowon Lee, Donggil Lee, Seungbeom Lee, Junsoo Kim, Hyungbo Shim
Conversion of Controllers to have Integer State Matrix for Encrypted Control: Non-Minimal Order Approach. CDC (2023)
Junsoo Kim, Hyungbo Shim, Kyoohyung Han
Dynamic Controller That Operates Over Homomorphically Encrypted Data for Infinite Time Horizon. IEEE Trans. Autom. Control. 68 (2) (2023)
Junsoo Kim
Further methods for encrypted linear dynamic controllers utilizing re-encryption. CoRR (2023)
Donggil Lee, Junsoo Kim, Hyungbo Shim
-Minimization Approach. IEEE Control. Syst. Lett. 7 (2023)
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)
Junsoo Kim, Moritz Schulze Darup, Henrik Sandberg, Karl Henrik Johansson
Asymptotic Stabilization over Encrypted Data with Limited Controller Capacity and Time-varying Quantizer. CDC (2022)
Junsoo Kim, Kai Luo, Zhigang Suo
A Chemical Pump that Generates High-Pressure Gas by Transmitting Liquid Fuel against Pressure Gradient. Adv. Intell. Syst. 4 (5) (2022)
Jaehoon Heo, Junsoo Kim, Wontak Han, Sukbin Lim, Joo-Young Kim
T-PIM: A 2.21-to-161.08TOPS/W Processing-In-Memory Accelerator for End-to-End On-Device Training. CICC (2022)
Junsoo Kim, Dongwoo Kim, Yongsoo Song, Hyungbo Shim, Henrik Sandberg, Karl Henrik Johansson
Comparison of encrypted control approaches and tutorial on dynamic systems using Learning With Errors-based homomorphic encryption. Annu. Rev. Control. 54 (2022)
Gyeongcheol Shin, Junsoo Kim, Joo-Young Kim
OpenMDS: An Open-Source Shell Generation Framework for High-Performance Design on Multi-Die FPGAs. FCCM (2022)
Gyeongcheol Shin, Junsoo Kim, Joo-Young Kim
OpenMDS: An Open-Source Shell Generation Framework for High-Performance Design on Xilinx Multi-Die FPGAs. IEEE Comput. Archit. Lett. 21 (2) (2022)
Wontak Han, Jaehoon Heo, Junsoo Kim, Sukbin Lim, Joo-Young Kim
Design of Processing-in-Memory With Triple Computational Path and Sparsity Handling for Energy-Efficient DNN Training. IEEE J. Emerg. Sel. Topics Circuits Syst. 12 (2) (2022)
Junsoo Kim, Dongwoo Kim, Yongsoo Song, Hyungbo Shim, Henrik Sandberg, Karl Henrik Johansson
Comparison of encrypted control approaches and tutorial on dynamic systems using LWE-based homomorphic encryption. 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)
Jin Gyu Lee, Junsoo Kim
Mixed analog-digital method of designing a heterogeneous network with the desired collective behavior and rapid convergence. Syst. Control. Lett. 160 (2022)
Nils Schlüter, Philipp Binfet, Junsoo Kim, Moritz Schulze Darup
Encrypted distributed state estimation via affine averaging. CDC (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)
Taewoo Kim, Minsu Jeon, Changha Lee, Junsoo Kim, Geonwoo Ko, Joo-Young Kim, Chan-Hyun Youn
Federated Onboard-Ground Station Computing With Weakly Supervised Cascading Pyramid Attention Network for Satellite Image Analysis. IEEE Access 10 (2022)
Junsoo Kim, Jae-Sung Lim, Jae-Young Park, Young-Jin Kim, Hangtian Lei
A New Measure of Operating Speed and Consistency of Digital Protection Instruments Based on IEC 60255. IEEE Trans. Instrum. Meas. 70 (2021)
Byeoungdo Kim, SeongHyeon Park, Seokhwan Lee, Elbek Khoshimjonov, Dongsuk Kum, Junsoo Kim, Jeong Soo Kim, Jun Won Choi
LaPred: Lane-Aware Prediction of Multi-Modal Future Trajectories of Dynamic Agents. CVPR (2021)
Mariano Perez Chaher, Bayu Jayawardhana, Junsoo Kim
Fully Homomorphic Encryption-enabled Distance-based Distributed Formation Control with Distance Mismatch Estimators. CoRR (2021)
Junsoo Kim, Farhad Farokhi, Iman Shames, Hyungbo Shim
Toward nonlinear dynamic control over encrypted data for infinite time horizon. CoRR (2021)
Mariano Perez Chaher, Bayu Jayawardhana, Junsoo Kim
Homomorphic Encryption-enabled Distance-based Distributed Formation Control with Distance Mismatch Estimators. CDC (2021)
Junsoo Kim, Hyungbo Shim, Henrik Sandberg, Karl Henrik Johansson
Method for Running Dynamic Systems over Encrypted Data for Infinite Time Horizon without Bootstrapping and Re-encryption. CDC (2021)
Byeoungdo Kim, SeongHyeon Park, Seokhwan Lee, Elbek Khoshimjonov, Dongsuk Kum, Junsoo Kim, Jeong Soo Kim, Jun Won Choi
LaPred: Lane-Aware Prediction of Multi-Modal Future Trajectories of Dynamic Agents. CoRR (2021)
Kumjae Shin, Chayeong Kim, Min Sung, Junsoo Kim, Wonkyu Moon
A Modeling and Feasibility Study of a Micro-Machined Microphone Based on a Field-Effect Transistor and an Electret for a Low-Frequency Microphone. Sensors 20 (19) (2020)
Jin Gyu Lee, Junsoo Kim, Hyungbo Shim
Fully Distributed Resilient State Estimation Based on Distributed Median Solver. IEEE Trans. Autom. Control. 65 (9) (2020)
Junsoo Kim, Hyungbo Shim, Kyoohyung Han
Design Procedure for Dynamic Controllers based on LWE-based Homomorphic Encryption to Operate for Infinite Time Horizon. CDC (2020)
Donggil Lee, Junsoo Kim, Hyungbo Shim
Distributed Aggregation over Homomorphically Encrypted Data under Switching Networks. CDC (2020)
Jung Hee Cheon, Dongwoo Kim, Junsoo Kim, Seungbeom Lee, Hyungbo Shim
Authenticated Computation of Control Signal from Dynamic Controllers. CDC (2020)
Jin Gyu Lee, Junsoo Kim, Hyungbo Shim
Fully Distributed Resilient State Estimation based on Distributed Median Solver. CoRR (2020)
Junsoo Kim, Hyungbo Shim, Kyoohyung Han
Comprehensive Introduction to Fully Homomorphic Encryption for Dynamic Feedback Controller via LWE-based Cryptosystem. CoRR (2019)
Junsoo Kim, Hyungbo Shim
Encrypted State Estimation in Networked Control Systems. CDC (2019)
Junsoo Kim, Chanhwa Lee, Hyungbo Shim, Yongsoon Eun, Jin Heon Seo
Detection of Sensor Attack and Resilient State Estimation for Uniformly Observable Nonlinear Systems having Redundant Sensors. IEEE Trans. Autom. Control. 64 (3) (2019)
Junsoo Kim, Hyungbo Shim, Kyoohyung Han
Dynamic Controller that Operates over Homomorphically Encrypted Data for Infinite Time Horizon. CoRR (2019)
Jung Hee Cheon, Kyoohyung Han, Hyuntae Kim, Junsoo Kim, Hyungbo Shim
Need for Controllers Having Integer Coefficients in Homomorphically Encrypted Dynamic System. CDC (2018)
Jung Hee Cheon, Kyoohyung Han, Seong-Min Hong, Hyoun Jin Kim, Junsoo Kim, Suseong Kim, Hosung Seo, Hyungbo Shim, Yongsoo Song
Toward a Secure Drone System: Flying With Real-Time Homomorphic Authenticated Encryption. IEEE Access 6 (2018)
Junsoo Kim, Chanhwa Lee, Hyungbo Shim, Yongsoon Eun, Jin Heon Seo
Detection of Sensor Attack and Resilient State Estimation for Uniformly Observable Nonlinear Systems having Redundant Sensors. CoRR (2018)
Junsoo Kim, Jin Gyu Lee, Chanhwa Lee, Hyungbo Shim, Jin Heon Seo
Local Identification of Sensor Attack and Distributed Resilient State Estimation for Linear Systems. CDC (2018)
Kichun Jo, Minchul Lee, Junsoo Kim, Myoungho Sunwoo
Tracking and Behavior Reasoning of Moving Vehicles Based on Roadway Geometry Constraints. IEEE Trans. Intell. Transp. Syst. 18 (2) (2017)
Junsoo Kim, Chanhwa Lee, Hyungbo Shim, Yongsoon Eun, Jin Heon Seo
Detection of sensor attack and resilient state estimation for uniformly observable nonlinear systems. CDC (2016)
Kichun Jo, Junsoo Kim, Dongchul Kim, Chulhoon Jang, Myoungho Sunwoo
Development of Autonomous Car - Part II: A Case Study on the Implementation of an Autonomous Driving System Based on Distributed Architecture. IEEE Trans. Ind. Electron. 62 (8) (2015)
Junsoo Kim, Kichun Jo, Wontaek Lim, Minchul Lee, Myoungho Sunwoo
Curvilinear-Coordinate-Based Object and Situation Assessment for Highly Automated Vehicles. IEEE Trans. Intell. Transp. Syst. 16 (3) (2015)
Kichun Jo, Junsoo Kim, Dongchul Kim, Chulhoon Jang, Myoungho Sunwoo
Development of Autonomous Car - Part I: Distributed System Architecture and Development Process. IEEE Trans. Ind. Electron. 61 (12) (2014)
Konlakorn Wongpatikaseree, Junsoo Kim, Yoshiki Makino, Azman Osman Lim, Yasuo Tan
Architecture for Organizing Context-Aware Data in Smart Home for Activity Recognition System. HCI (25) (2013)
Kichun Jo, Junsoo Kim, Myoungho Sunwoo
Real-Time Road-Slope Estimation Based on Integration of Onboard Sensors With GPS Using an IMMPDA Filter. IEEE Trans. Intell. Transp. Syst. 14 (4) (2013)
Kichun Jo, Keounyup Chu, Junsoo Kim, Myoungho Sunwoo
Distributed vehicle state estimation system using information fusion of GPS and in-vehicle sensors for vehicle localization. ITSC (2011)
Takashi Okada, Marios Sioutis, Junsoo Kim, Junya Nakata, Yasuo Tan, Yoichi Shinoda
A Component-Based Simulation Environment for Large-Scale Simulation of Home Network Systems. TRIDENTCOM (2010)