Jisu Kwon, and Daejin Park, "MAIL: Micro-Accelerator-in-the-Loop Framework for MCU Integrated Accelerator Peripheral Fast Prototyping", in Applied Sciences, vol. 15, no. 3, pp. 1056, Jan. 2025. (SCIE) [Paper]

Moon Gi Seok, Wen Jun Tan, Boyi Su, Wentong Cai, Jisu Kwon, Seon Han Choi. "Hyperparameter Tuning with Gaussian Processes for Optimal Abstraction Control in Simulation-based Optimization of Smart Semiconductor Manufacturing Systems", in ACM Transactions on Modeling and Computer Simulation, vol. 35, no. 1, pp. 1-21, Jan. 2025. (SCIE) [Paper]

Jisu Kwon, and Daejin Park. "Efficient Partial Weight Update Techniques for Lightweight On-Device Learning on Tiny Flash-Embedded MCUs", in IEEE Embedded Systems Letters, vol. 15, no. 4, pp. 206-209, Dec. 2023. (SCIE) [Paper]

Seungmin Lee, Jisu Kwon, and Daejin Park, "Optimized Replication of ADC-Based Particle Counting Algorithm with Reconfigurable Multi-Variables in Pseudo-Supervised Digital Twining of Reference Dust Sensor Systems", in Sensors, vol. 23, no. 12, pp. 5557, Jun. 2023. (SCIE) [Paper]

Seungmin Lee, Jisu Kwon, and Daejin Park, "Runtime Tracking-Based Replication of On-Chip Embedded Software Using Transfer Function Learning for Dust Particle Sensing Systems", in IEEE Access, vol. 11, pp. 32167-32175, Mar. 2023. (SCIE) [Paper]

Jisu Kwon, and Daejin Park, "Efficient Sensor Processing Technique Using Kalman Filter-Based Velocity Prediction in Large-Scale Vehicle IoT Application", in IEEE Access, vol. 10, pp. 116735-116746, Oct. 2022. (SCIE) [Paper]

Jisu Kwon, and Daejin Park, "Hardware/Software Co-Design for TinyML Voice-Recognition Application on Resource Frugal Edge Devices", in Applied Sciences, vol. 11, no. 22, pp. 11073, Nov. 2021. (SCIE) [Paper]

Jisu Kwon, Moon Gi Seok, and Daejin Park, "Low-Power Fast Partial Firmware Update Technique of On-Chip Flash Memory for Reliable Embedded IoT Microcontroller", in IEICE Transactions on Electronics, vol. E104-C, no. 6, pp. 226-236, Jun. 2021. (SCIE) [Paper]

Jisu Kwon, Moon Gi Seok, and Daejin Park, "GPU-Based ECC Decode Unit for Efficient Massive Data Reception Acceleration", in Journal of Information Processing Systems (JIPS), vol. 16, no. 6, pp. 1359-1371, Dec. 2020. (SCOPUS) [Paper]

Jisu Kwon and Daejin Park, "Collaborative Streamlined On-Chip Software Architecture on Heterogenous Multi-Cores for Low-Power Reactive Control in Automotive Embedded Processors", in IEMEK Journal of Embedded Systems and Applications, vol. 17, no. 6, pp. 375-382, Dec. 2022. [Paper]

Jongheon Baek, Jiwoong Jung, Minsung Kim, Jisu Kwon, and Daejin Park, "Low-Power Metamorphic MCU using Partial Firmware Update Method for Irregular Target Systems Control", in Journal of the Korea Institute of Information and Communication Engineering (JKIICE), vol. 25, no. 2, pp. 301-307, Feb. 2021.  [Paper]

Jisu Kwon and Daejin Park, "Velocity and Distance Estimation-based Sensing Data Collection Interval Control Technique for Vehicle Data-Processing Overhead Reduction", in Journal of the Korea Institute of Information and Communication Engineering (JKIICE), vol. 24, no. 12, pp. 1697-1703, Dec. 2020. [Paper]

Jisu Kwon and Daejin Park, "Acceleration of ECC Computation for Robust Massive Data Reception under GPU-based Embedded Systems", in Journal of the Korea Institute of Information and Communication Engineering (JKIICE), vol. 24, no. 7, pp. 956-962, Jul. 2020. [Paper]

Jisu Kwon, Jeonghun Cho, and Daejin Park, "Efficient Flash Memory Access Power Reduction Techniques for IoT-Driven Rare-Event Logging Application", in IEMEK Journal of Embedded Systems and Applications, vol. 14, no. 2, pp. 87-96, Apr. 2019. [Paper]

Jisu Kwon and Daejin Park. "Sliding-Window-based Fast and Lightweight ADC Pseudo-Randomness Compensation Technique for Low-Cost ADC", in International VLSI Symposium on Technology, Systems and Applications (VLSI TSA), Hsinchu, Taiwan, Apr. 2025. (accepted)

Gihyeon Jeon, Jisu Kwon and Daejin Park. "A Dynamic Linking Framework for Efficient QEMU Peripheral Development and Maintenance", in International Conference on Artificial Intelligence in Information and Communication (ICAIIC), Fukuoka, Japan, Feb. 2025. (accepted)

Jisu Kwon, and Daejin Park. "Efficient Partial Weight Update Techniques for Lightweight On-Device Learning on Tiny Flash-Embedded MCUs", in ACM SIGBED International Conference on Embedded Software (EMSOFT), Hamburg, Germany, Sep. 2023. [Paper] *Also appears in IEEE Embedded Systems Letters (BK21+ Computer Science SCI Conference)

Jisu Kwon and Daejin Park. "Work-in-Progress: Micro-Accelerator-in-the-Loop Framework for MCU Integrated Accelerator Peripheral Fast Prototyping,", in ACM SIGBED International Conference on Embedded Software (EMSOFT), Hamburg, Germany, Sep. 2023. [Paper] (BK21+ Computer Science SCI Conference)

Jisu Kwon, Heuijee Yun, and Daejin Park. "Dynamic MAC Unit Pruning Techniques in Runtime RTL Simulation for Area-Accuracy Efficient Implementation of Neural Network Accelerator", in IEEE International Midwest Symposium on Circuits and Systems (MWSCAS), Arizona, USA, Aug. 2023. [Paper]

Jisu Kwon, Moon Gi Seok, and Daejin Park. "Neural Network-based Approximate Quality Prediction for Parameter Exploration in Industrial Manufacturing", in International Symposium on Intelligent Signal Processing and Communication Systems (ISPACS), Penang, Malaysia, Nov. 2022. [Paper]

Jisu Kwon, and Daejin Park. "Lightweighted AI-based Inference Unit using Deterministic Randomness Compensation Techniques for Long-Term ADC Resolution Enhancement", in IEEE International SoC Design Conference (ISOCC), Gangneung, South Korea, Oct. 2022. [Paper]

Jisu Kwon, Sejong Oh, and Daejin Park, "Metamorphic Edge Processor Simulation Framework Using Flexible Runtime Partial Replacement of Software-Embedded Verilog RTL Models", in IEEE International Symposium on Circuits and Systems (ISCAS), Daegu, South Korea, May. 2021. [Paper]

Jisu Kwon and Daejin Park, "Toward Data-Adaptable TinyML using Model Partial Replacement for Resource Frugal Edge Device", in International Conference on High-Performance Computing in Asia-Pacific Region (HPC Asia), Jeju, South Korea, Jan. 2021. [Paper]

Minsung Kim, Jongheon Baek, Jiwoong Jung, Jisu Kwon, and Daejin Park, "Segmented Polynomial Approximation for Controlled System Characteristic Estimation on Lightweight Edge Device", in IEEE/IEIE International Conference on Consumer Electronics (ICCE-Asia), Busan, South Korea, Nov. 2020. [Paper]

Jisu Kwon, Moon Gi Seok, and Daejin Park, "User sensible Sliding Firmware Update Technique for Flash-Area/Time Cost Reduction toward Low-Power Embedded Software Replacement", in IEEE Symposium on Low-Power and High-Speed Chips and Systems (COOLChips 23), Kokubunji, Japan, Apr. 2020. [Paper]

Jisu Kwon and Daejin Park, "Efficient Massive Data Reception Using GPU-based ECC Decoding Operation Acceleration", in World IT Congress 2020 (WITC), Seoul, South Korea, Feb. 2020. [Paper]

Jisu Kwon and Daejin Park, "Implementation of Computation-Efficient Sensor Network for Kalman Filter-based Intelligent Position-Aware", in International Conference on Artificial Intelligence in Information and Communication (ICAIIC), Fukuoka, Japan, Feb. 2020. [Paper]

Jisu Kwon, Jeonghun Cho, and Daejin Park, "Function Block-Based Robust Firmware Update Technique for Additional Flash-Area/Energy-Consumption Overhead Reduction", in International Symposium on Intelligent Signal Processing and Communication Systems (ISPACS), Beitou, Taipei, Dec. 2019. [Paper]

Jisu Kwon, Jeonghun Cho, and Daejin Park, "Efficient Flash Memory Access Power Reduction Techniques for IoT-Driven Rare-Event Logging Application", in IEEE Symposium on Low-Power and High-Speed Chips and Systems (COOLChips 22), Yokohama, Japan, Apr. 2019. [Paper] *Poster Session