Hyunseok Kim

Publication Activity (10 Years)

Years Active: 2005-2023
Publications (10 Years): 19

Top Topics

Reinforcement Learning

Computing Systems

Swarm Optimization

Top Venues

SIAM J. Math. Anal.

Publications

Van Sy Nguyen, Hyunseok Kim, Dongjun Suh
Attention Mechanism-Based Bidirectional Long Short-Term Memory for Cycling Activity Recognition Using Smartphones. IEEE Access 11 (2023)
Thao M. Dang, Thuc Dinh Nguyen, Thang Hoang, Hyunseok Kim, Andrew Beng Jin Teoh, Deokjai Choi
AVET: A Novel Transform Function to Improve Cancellable Biometrics Security. IEEE Trans. Inf. Forensics Secur. 18 (2023)
Kyungsan Kim, Hyunseok Kim, Jinin So, Wonjae Lee, Junhyuk Im, Sungjoo Park, Jeonghyeon Cho, Hoyoung Song
SMT: Software-Defined Memory Tiering for Heterogeneous Computing Systems With CXL Memory Expander. IEEE Micro 43 (2) (2023)
Jin Hwa Ryu, Hoesung Yang, Soyoung Park, Soocheol Kim, Kyuwon Han, Hyunseok Kim, Kwangsoo Cho, Kang Bok Lee
PLC-Based Integrated Refractive Index Sensor Probe with Partially Exposed Waveguide. Sensors 22 (15) (2022)
Hyunseok Kim, Bunyodbek Ibrokhimov, Sanggil Kang
Effective Filter Pruning Method Using Additional Downsampled Image for Global Pooling Applied CNN. Int. J. Pattern Recognit. Artif. Intell. 35 (11) (2021)
Bunyodbek Ibrokhimov, Cheonghwan Hur, Hyunseok Kim, Sanggil Kang
A-DBNF: adaptive deep belief network framework for regression and classification tasks. Appl. Intell. 51 (7) (2021)
Gautam Singh, Skand Vishwanath Peri, Junghyun Kim, Hyunseok Kim, Sungjin Ahn
Structured World Belief for Reinforcement Learning in POMDP. ICML (2021)
Gautam Singh, Skand Vishwanath Peri, Junghyun Kim, Hyunseok Kim, Sungjin Ahn
Structured World Belief for Reinforcement Learning in POMDP. CoRR (2021)
Seonghyun Kim, Ingook Jang, Samyeul Noh, Hyunseok Kim
Stochastic Policy Optimization with Heuristic Information for Robot Learning. CoRL (2021)
Ingook Jang, Seonghyun Kim, Hyunseok Kim, Chan-Won Park, Jun Hee Park
An Experimental Study on Reinforcement Learning on IoT Devices with Distilled Knowledge. ICTC (2020)
Donghun Lee, Hyunseok Kim, Seonghyun Kim, Chan-Won Park, Jun Hee Park
Learning Control Policy with Previous Experiences from Robot Simulator. ICTC (2020)
Jinchul Choi, Hyunseok Kim, Youngsung Son, Chan-Won Park, Jun Hee Park
Robotic Behavioral Cloning Through Task Building. ICTC (2020)
Hyunseok Kim, Tai-Peng Tsai
Existence, Uniqueness, and Regularity Results for Elliptic Equations with Drift Terms in Critical Weak Spaces. SIAM J. Math. Anal. 52 (2) (2020)
Ingook Jang, Hyunseok Kim, Donghun Lee, Young-Sung Son, Seonghyun Kim
Knowledge Transfer for On-Device Deep Reinforcement Learning in Resource Constrained Edge Computing Systems. IEEE Access 8 (2020)
Seonghyun Kim, Ingook Jang, Hyunseok Kim, Chan-Won Park, Jun Hee Park
Learning Robot Manipulation based on Modular Reward Shaping. ICTC (2020)
Jaewook Chung, Hyunseok Kim
Brain Emotional Learning Based Intelligent Controller Design for DC Motor Speed Control. IWOBI (2019)
Seonghyun Kim, Donghun Lee, Ingook Jang, Hyunseok Kim, Young-Sung Son
Periodic Communication for Distributed Multi-agent Reinforcement Learning under Partially Observable Environment. ICTC (2019)
Seong Ju Lee, Byung Deuk Jeon, Kyeong Pil Kang, Dong Yoon Ka, Na Yeon Kim, Yongseop Kim, Yunseok Hong, Mankeun Kang, Jinyong Min, Mingyu Lee, Chunseok Jeong, Kwandong Kim, Doobock Lee, Junghyun Shin, Yuntack Han, Youngbo Shim, Youngjoo Kim, Yongsun Kim, Hyunseok Kim, Jaewoong Yun, Byungsoo Kim, Seokhwan Han, Changwoo Lee, Junyong Song, Ho Uk Song, Il Park, Yongju Kim, Junhyun Chun, Jonghoon Oh
A 512GB 1.1V Managed DRAM Solution with 16GB ODP and Media Controller. ISSCC (2019)
Hyunseok Kim, Dongjun Suh
Hybrid Particle Swarm Optimization for Multi-Sensor Data Fusion. Sensors 18 (9) (2018)
Hyunseok Kim, Young-Heon Kim
On Weak Solutions of Elliptic Equations with Singular Drifts. SIAM J. Math. Anal. 47 (2) (2015)
HyungJune Lee, Hyunseok Kim, Ik Joon Chang
CPAC: Energy-Efficient Data Collection through Adaptive Selection of Compression Algorithms for Sensor Networks. Sensors 14 (4) (2014)
Hyunseok Kim, Seongju Chang, Jinsul Kim
Consensus Achievement of Decentralized Sensors Using Adapted Particle Swarm Optimization Algorithm. Int. J. Distributed Sens. Networks 10 (2014)
Hyunseok Kim, Tae-Hun Ki, Sangyeoun Lee, Heyung-sub Lee
CMOS Security-Enhanced Passive (SEP) Tag Supporting to Mutual Authentication. IEEE Trans. Ind. Electron. 61 (9) (2014)
Tae-Hun Ki, Hyunseok Kim, Chelho Chung, Young-Han Kim, Kyusung Bae, Jongbae Kim
Design of a low-power digital processor for a security passive RFID tag. IECON (2013)
Youjin Kim, Hyunseok Kim, Dae Ho Kim, Hyun Jong Kim, Tae Gyu Kang
Lighting-Aware and COntrol (LACO) Based on Bidirectional Networks. ICISA (2013)
Hyunseok Kim, Dongjun Suh, Seongteak Jang, Jinsul Kim, Seongju Chang
UbiSpace: Prototypical Smart Space Built upon Swarm Intelligence Middleware Platform. ICISA (2013)
Hyunseok Kim, Youjin Kim, Dae Ho Kim, Seongju Chang, Dongjun Suh, Hyun Jong Kim, Tae Gyu Kang
Autonomous Lighting Control Based on Adjustable Illumination Model. ICISA (2013)
Dongjun Suh, Kil Jeon, Hyunseok Kim, Jinsul Kim, Seongju Chang
Spatially Reconfigurable Multimedia Platform Based on Auto-Localization in a Two-Dimensional Grid. ICISA (2013)
Sungjun Kwon, Hyunseok Kim, Kwang Suk Park
Validation of heart rate extraction using video imaging on a built-in camera system of a smartphone. EMBC (2012)
Hyunsang Ahn, Do-Hyung Kim, Jaeyeon Lee, Suyoung Chi, Kye Kyung Kim, Jinsul Kim, Minsoo Hahn, Hyunseok Kim
A Robot Photographer with User Interactivity. IROS (2006)
Hyunseok Kim
A Blow-Up Criterion for the Nonhomogeneous Incompressible Navier-Stokes Equations. SIAM J. Math. Anal. 37 (5) (2006)
Hyunseok Kim, Yuchul Jung, Yong K. Hwang
Taxonomy of Atomic Actions for Home-Service Robots. J. Adv. Comput. Intell. Intell. Informatics 9 (2) (2005)