Seonghyun Kim

54 papers A 1C 4Misc 2Journal 22Unranked 25
YearRankTypeTitle / Venue / Authors
2025 Misc conf
Machine Learning Model Complexity as a Mitigation Strategy Against Industrial Espionage through Membership Inference Attacks.
CSR
Rustem Dautov, Hui Song, Christian Schaefer, Seonghyun Kim, Verena Pietsch
2025 — conf
Securing IMF from Intent Injection Using BERT-Based Classifiers.
ICMU
Seonghyun Kim
2024 — conf
Conservative Reward-Action Balancing Transformer.
ICTC
Seonghyun Kim, Samyeul Noh, Ingook Jang
2024 — conf
Exploring Action Quantization for Data-Driven Learning in Robotic Continuous Control Tasks.
ICTC
Ingook Jang, Seonghyun Kim, Samyeul Noh
2024 — conf
Exploring Visual Reinforcement Learning for Sample-Efficient Robotic Manipulation.
ICTC
Samyeul Noh, Seonghyun Kim, Ingook Jang
2024 — conf
INTEND: Human-Like Intelligence for Intent-Based Data Operations in the Cognitive Computing Continuum.
RuleML+RR (Companion)
Rustem Dautov, Hui Song, Dumitru Roman, Erik Johannes Husom, Sagar Sen, Vilija Balionyte-Merle, Donatella Firmani, Francesco Leotta, Jerin George Mathew, Jacopo Rossi, Lorenzo Balzotti, Andrea Morichetta, Schahram Dustdar, Thijs Metsch, Valerio Frascolla, Ahmed Khalid, Giada Landi, Juan Brenes, Ioan Toma, Róbert Szabó, Christian Schaefer, Seonghyun Kim, Cosmin Udroiu, Alexandre Ulisses, Verena Pietsch, Sigmund Akselsen, Arne Munch-Ellingsen, Irena Pavlova, Dessislava Petrova-Antonova, Hong-Gee Kim, Changsoo Kim, Bob Allen, Sunwoo Kim, Paulson Eberechukwu
2024 — conf
Object-Centric Scene Representation Learning via SAM.
ICTC
Donghun Lee, Samyeul Noh, Ingook Jang, Seonghyun Kim, Soonyong Song, Heechul Bae
2024 A conf
Robust Unsupervised Domain Adaptation through Negative-View Regularization.
WACV
Joonhyeok Jang, Sunhyeok Lee, Seonghak Kim, Jung-Un Kim, Seonghyun Kim, Daeshik Kim
2024 J jnl
Tail Call Optimization Tailored for Native Stack Utilization in JavaScript Runtimes.
IEEE Access
Hyukwoo Park, Seonghyun Kim
2024 — conf
The multi-dimensional paradox of AI adoption in the public sector: The Korean experience.
DG.O
Seok-Jin Eom, Seonghyun Kim
2023 — conf
An Analysis of the Impact of Dataset Characteristics on Data-Driven Reinforcement Learning for a Robotic Long-Horizon Task.
ICTC
Ingook Jang, Samyeul Noh, Seonghyun Kim, Donghun Lee
2023 — conf
An Empirical Investigation of Visual Reinforcement Learning for 3D Continuous Control.
ICTC
Samyeul Noh, Seonghyun Kim, Ingook Jang, Donghun Lee
2023 J jnl
Dynamic code compression for JavaScript engine.
Softw. Pract. Exp.
Hyukwoo Park, Seonghyun Kim, Boram Bae
2023 — conf
High-level Visual Representation via Perceptual Representation Learning.
ICTC
Donghun Lee, Seonghyun Kim, Samyeul Noh, Heechul Bae, Ingook Jang
2023 — conf
Multi-robot Benchmark for Collaborative Manipulation Tasks.
ICTC
Seonghyun Kim, Ingook Jang, Samyeul Noh, Donghun Lee, Heechul Bae
2021 — conf
KLUE: Korean Language Understanding Evaluation.
NeurIPS Datasets and Benchmarks
Sungjoon Park, Jihyung Moon, Sungdong Kim, Won-Ik Cho, Jiyoon Han, Jangwon Park, Chisung Song, Junseong Kim, Youngsook Song, Tae Hwan Oh, Joohong Lee, Juhyun Oh, Sungwon Lyu, Younghoon Jeong, Inkwon Lee, Sangwoo Seo, Dongjun Lee, Hyunwoo Kim, Myeonghwa Lee, Seongbo Jang, Seungwon Do, Sunkyoung Kim, Kyungtae Lim, Jongwon Lee, Kyumin Park, Jamin Shin, Seonghyun Kim, Eunjeong Lucy Park, Alice Oh, Jung-Woo Ha, Kyunghyun Cho
2021 J jnl
KLUE: Korean Language Understanding Evaluation.
CoRR
Sungjoon Park, Jihyung Moon, Sungdong Kim, Won-Ik Cho, Jiyoon Han, Jangwon Park, Chisung Song, Junseong Kim, Yongsook Song, Tae Hwan Oh, Joohong Lee, Juhyun Oh, Sungwon Lyu, Younghoon Jeong, Inkwon Lee, Sangwoo Seo, Dongjun Lee, Hyunwoo Kim, Myeonghwa Lee, Seongbo Jang, Seungwon Do, Sunkyoung Kim, Kyungtae Lim, Jongwon Lee, Kyumin Park, Jamin Shin, Seonghyun Kim, Eunjeong Lucy Park, Alice Oh, Jung-Woo Ha, Kyunghyun Cho
2021 Misc conf
Stochastic Policy Optimization with Heuristic Information for Robot Learning.
CoRL
Seonghyun Kim, Ingook Jang, Samyeul Noh, Hyunseok Kim
2020 J jnl
Active Control of Engine Sound Quality in a Passenger Car Using a Virtual Error Microphone.
Int. J. Parallel Program.
Seokhoon Ryu, Young-Sup Lee, Seonghyun Kim
2020 — conf
An Experimental Study on Reinforcement Learning on IoT Devices with Distilled Knowledge.
ICTC
Ingook Jang, Seonghyun Kim, Hyunseok Kim, Chan-Won Park, Jun Hee Park
2020 J jnl
Knowledge Transfer for On-Device Deep Reinforcement Learning in Resource Constrained Edge Computing Systems.
IEEE Access
Ingook Jang, Hyunseok Kim, Donghun Lee, Young-Sung Son, Seonghyun Kim
2020 — conf
Learning Control Policy with Previous Experiences from Robot Simulator.
ICTC
Donghun Lee, Hyunseok Kim, Seonghyun Kim, Chan-Won Park, Jun Hee Park
2020 — conf
Learning Robot Manipulation based on Modular Reward Shaping.
ICTC
Seonghyun Kim, Ingook Jang, Hyunseok Kim, Chan-Won Park, Jun Hee Park
2019 — conf
Periodic Communication for Distributed Multi-agent Reinforcement Learning under Partially Observable Environment.
ICTC
Seonghyun Kim, Donghun Lee, Ingook Jang, Hyunseok Kim, Young-Sung Son
2018 — conf
Energy Efficient Task allocation for Distributed Multi-agent System.
ICTC
Seonghyun Kim, Ingook Jang, Young-Sung Son
2018 C conf
Low-power image stitching management for reducing power consumption of UAVs for disaster management system.
ICCE
Jihyeon Yim, Hyunho Park, Eunjung Kwon, Seonghyun Kim, Yong-Tae Lee
2018 — conf
Multiagent Reinforcement Learning in Escape Scenario.
ICTC
Donghun Lee, Seonghyun Kim, Young-Sung Son
2017 — conf
Compressive symbol detection via template matching.
ICTC
Jae-Hyuck Park, Yookyung Kim, Seonghyun Kim
2017 C conf
Deep neural networks for wild fire detection with unmanned aerial vehicle.
ICCE
Wonjae Lee, Seonghyun Kim, Yong-Tae Lee, Hyun-Woo Lee, Min Choi
2017 — conf
Human monitoring system using drones for riverside area.
ICTC
Seonghyun Kim, Wonjae Lee, Jihyeon Yim, Young-Su Park, Yong-Tae Lee
2017 J jnl
Mutual Interference Analysis of FBMC-Based Return Channel for Bidirectional T-DMB System.
IEEE Trans. Veh. Technol.
HoJae Lee, Beom Kwon, Donghyun Jeon, Seonghyun Kim, Sanghoon Lee
2017 J jnl
Scattered Reference Symbol-Based Channel Estimation and Equalization for FBMC-QAM Systems.
IEEE Trans. Commun.
Beom Kwon, Seonghyun Kim, Sanghoon Lee
2016 J jnl
Coordinated Multicast Based on a MIMO Relay Station in a Single Frequency Network.
IEEE Trans. Veh. Technol.
Seonghyun Kim, Sanghoon Lee
2016 — conf
Forest fire monitoring system based on aerial image.
ICT-DM
Seonghyun Kim, Wonjae Lee, Young-Su Park, Hyun-Woo Lee, Yong-Tae Lee
2016 J jnl
Iterative Interference Cancellation and Channel Estimation in Evolved Multimedia Broadcast Multicast System Using Filter-Bank Multicarrier-Quadrature Amplitude Modulation.
IEEE Trans. Broadcast.
Beom Kwon, Seonghyun Kim, Donghyun Jeon, Sanghoon Lee
2016 J jnl
Optimal Beam Steering for Maximal Visual Quality Over a Multimedia Broadcasting System.
IEEE Trans. Broadcast.
Inwoong Lee, Seonghyun Kim, HoJae Lee, Beom Kwon, Sanghoon Lee, Keeseong Cho
2016 J jnl
Prototype filter design for QAM-based filter bank multicarrier system.
Digit. Signal Process.
Donghyun Jeon, Seonghyun Kim, Beom Kwon, HoJae Lee, Sanghoon Lee
2016 J jnl
Reduction in encoding redundancy for overlapped FOVs over wireless visual sensor networks.
Digit. Signal Process.
Seonghyun Kim, Hyungkeuk Lee, Donghyun Jeon, Sanghoon Lee
2016 J jnl
Theoretical-Analysis-Based Distributed Load Balancing Over Dynamic Overlay Clustering.
IEEE Trans. Veh. Technol.
HoJae Lee, Beom Kwon, Seonghyun Kim, Inwoong Lee, Sanghoon Lee
2015 J jnl
A downlink power control algorithm for long-term energy efficiency of small cell network.
Wirel. Networks
Beom Kwon, Seonghyun Kim, HoJae Lee, Sanghoon Lee
2015 J jnl
Link Capacity-Energy Aware WDC for Network Lifetime Maximization.
IEEE Trans. Mob. Comput.
Seonghyun Kim, Sanghoon Lee
2015 J jnl
Maximum SINR-Based Receive Combiner for Cognitive MU-MIMO Systems.
IEEE Trans. Veh. Technol.
Hyukmin Son, Seonghyun Kim, Sanghoon Lee
2014 C conf
Combinatorial JPT based on orthogonal beamforming for two-cell cooperation.
IPCCC
HoJae Lee, Beom Kwon, Seonghyun Kim, Inwoong Lee, Sanghoon Lee
2014 J jnl
Combinatorial Orthogonal Beamforming for Joint Processing and Transmission.
IEEE Trans. Commun.
HoJae Lee, Seonghyun Kim, Sanghoon Lee
2014 — conf
Copyright protection and distribution system for scanned books/comics.
ICOIN
Seonghyun Kim, Sang-Hoon Lee, Taegeun Oh, Nakyeon Choi, Justin Daegull Ryu, Hogab Kang, Sanghoon Lee
2014 — conf
Load balancing based on dynamic overlay clustering.
ICOIN
HoJae Lee, Seonghyun Kim, Sooyong Choi, Chungyong Lee, Daesik Hong, Sanghoon Lee, Jungshin Park, Jonghyung Kwun
2014 C conf
Optimal phase control for joint transmission and reception with beamforming.
IPCCC
Seonghyun Kim, HoJae Lee, Beom Kwon, Inwoong Lee, Sanghoon Lee
2013 J jnl
Device-Aware Visual Quality Adaptation for Wireless N-Screen Multicast Systems.
IEICE Trans. Commun.
Inwoong Lee, Jincheol Park, Seonghyun Kim, Taegeun Oh, Sanghoon Lee
2012 J jnl
A Multi-User MIMO Downlink Receiver and Quantizer Design Based on SINR Optimization.
IEEE Trans. Commun.
Hyukmin Son, Seonghyun Kim, Sanghoon Lee
2012 J jnl
Biotin-Functionalized Semiconducting Polymer in an Organic Field Effect Transistor and Application as a Biosensor.
Sensors
Zin-Sig Kim, Sang Chul Lim, Seonghyun Kim, Yongsuk Yang, Do-Hoon Hwang
2012 J jnl
Receiver Design for MIMO Relay Stations in Multi-Cell Downlink System.
IEEE Trans. Wirel. Commun.
Seonghyun Kim, Hyukmin Son, Sanghoon Lee
2012 — conf
Relay station based multicast system.
BMSB
Seonghyun Kim, Sanghoon Lee
2010 — conf
Residual degrees of freedom based codebook design for cooperative beamforming.
ICTC
Seonghyun Kim, Kwanghyun Lee, Haksub Kim, Sanghoon Lee
2005 J jnl
Flexible Organic LED and Organic Thin-Film Transistor.
Proc. IEEE
Taehyoung Zyung, Seonghyun Kim, Hye Yong Chu, Jung Hun Lee, Sang Chul Lim, Jeong-Ik Lee, Ji-Young Oh