Seong-Lyun Kim

ORCID

Publication Activity (10 Years)

Years Active: 1997-2024
Publications (10 Years): 127

Top Venues

CoRR

ICC

IEEE Trans. Wirel. Commun.

IEEE Access

Publications

Sujin Kook, Won-Yong Shin, Seong-Lyun Kim, Seung-Woo Ko
Energy-Efficient Edge Learning via Joint Data Deepening-and-Prefetching. CoRR (2024)
Seungeun Oh, Hyelin Nam, Jihong Park, Praneeth Vepakomma, Ramesh Raskar, Mehdi Bennis, Seong-Lyun Kim
Mix2SFL: Two-Way Mixup for Scalable, Accurate, and Communication-Efficient Split Federated Learning. IEEE Trans. Big Data 10 (3) (2024)
Hyelin Nam, Jihong Park, Jinho Choi, Mehdi Bennis, Seong-Lyun Kim
Language-Oriented Communication with Semantic Coding and Knowledge Distillation for Text-to-Image Generation. ICASSP (2024)
Sujin Kook, Won-Yong Shin, Seong-Lyun Kim, Seung-Woo Ko
Energy-Efficient Edge Learning via Joint Data Deepening-and-Prefetching. IEEE Trans. Wirel. Commun. 23 (8) (2024)
Yongjun Kim, Sejin Seo, Jihong Park, Mehdi Bennis, Seong-Lyun Kim, Junil Choi
Knowledge Distillation from Language-Oriented to Emergent Communication for Multi-Agent Remote Control. CoRR (2024)
Eleonora Grassucci, Jihong Park, Sergio Barbarossa, Seong-Lyun Kim, Jinho Choi, Danilo Comminiello
Generative AI Meets Semantic Communication: Evolution and Revolution of Communication Tasks. CoRR (2024)
Sejin Seo, Jihong Park, Seung-Woo Ko, Jinho Choi, Mehdi Bennis, Seong-Lyun Kim
Semantic Communication Protocol: Demystifying Deep Neural Networks via Probabilistic Logic. SECON (2023)
Jihoon Lee, Yonghoon Jang, Hansol Kim, Seong-Lyun Kim, Seung-Woo Ko
Over-the-Air Consensus for Distributed Vehicle Platooning Control. ICC (2023)
Hyelin Nam, Jihong Park, Seong-Lyun Kim
Active Wireless Split Learning via Online Cloud-Local Server Delta-Knowledge Distillation. ICC Workshops (2023)
Jihoon Park, Seungeun Oh, Seong-Lyun Kim
SplitAMC: Split Learning for Robust Automatic Modulation Classification. VTC2023-Spring (2023)
Jinhyuk Choi, Seong-Lyun Kim, Seung-Woo Ko
Enabling AI Quality Control via Feature Hierarchical Edge Inference. ICC (2023)
Jihong Park, Seung-Woo Ko, Jinho Choi, Seong-Lyun Kim, Mehdi Bennis
Towards Semantic Communication Protocols for 6G: From Protocol Learning to Language-Oriented Approaches. CoRR (2023)
Sejin Seo, Jihong Park, Seung-Woo Ko, Jinho Choi, Mehdi Bennis, Seong-Lyun Kim
Toward Semantic Communication Protocols: A Probabilistic Logic Perspective. IEEE J. Sel. Areas Commun. 41 (8) (2023)
Yoon Chung Han, Seong-Lyun Kim, Hung Tsai
Plastic Landscape - The Reversible World. SIGGRAPH Asia Art Gallery (2023)
Hyelin Nam, Jihong Park, Jinho Choi, Mehdi Bennis, Seong-Lyun Kim
Language-Oriented Communication with Semantic Coding and Knowledge Distillation for Text-to-Image Generation. CoRR (2023)
Sujin Kook, Won-Yong Shin, Seong-Lyun Kim, Seung-Woo Ko
Joint Data Deepening-and-Prefetching for Energy-Efficient Edge Learning. ICC (2023)
Kyuwon Han, Seung Min Yu, Seong-Lyun Kim, Seung-Woo Ko
Mobility-Induced Graph Learning for WiFi Positioning. CoRR (2023)
Jihong Park, Jinho Choi, Seong-Lyun Kim, Mehdi Bennis
Enabling the Wireless Metaverse via Semantic Multiverse Communication. SECON (2023)
Hyelin Nam, Jihong Park, Jinho Choi, Seong-Lyun Kim
Sequential Semantic Generative Communication for Progressive Text-to-Image Generation. CoRR (2023)
Jinhyuk Choi, Jihong Park, Seung-Woo Ko, Jinho Choi, Mehdi Bennis, Seong-Lyun Kim
Semantics Alignment via Split Learning for Resilient Multi-User Semantic Communication. CoRR (2023)
Jihoon Park, Seungeun Oh, Seong-Lyun Kim
SplitAMC: Split Learning for Robust Automatic Modulation Classification. CoRR (2023)
Hyelin Nam, Jihong Park, Jinho Choi, Seong-Lyun Kim
Sequential Semantic Generative Communication for Progressive Text-to-Image Generation. SECON (2023)
Jihoon Lee, Yonghoon Jang, Hansol Kim, Seong-Lyun Kim, Seung-Woo Ko
Over-the-Air Consensus for Distributed Vehicle Platooning Control (Extended version). CoRR (2022)
Sujin Kook, Won-Yong Shin, Seong-Lyun Kim, Seung-Woo Ko
Joint Data Deepening-and-Prefetching for Energy-Efficient Edge Learning. CoRR (2022)
Sihun Baek, Jihong Park, Praneeth Vepakomma, Ramesh Raskar, Mehdi Bennis, Seong-Lyun Kim
Visual Transformer Meets CutMix for Improved Accuracy, Communication Efficiency, and Data Privacy in Split Learning. CoRR (2022)
Sejin Seo, Seung-Woo Ko, Sujin Kook, Seong-Lyun Kim
Understanding Uncertainty of Edge Computing: New Principle and Design Approach. VTC Spring (2022)
Kyeong-Joong Jeong, Jin-Duk Park, Kyusoon Hwang, Seong-Lyun Kim, Won-Yong Shin
Two-Stage Deep Anomaly Detection with Heterogeneous Time Series Data. CoRR (2022)
Chae-Hoon Park, Jinhyuk Choi, Jihong Park, Seong-Lyun Kim
Federated Codebook for Multi - User Deep Source Coding. ICTC (2022)
Sejin Seo, Jihong Park, Seung-Woo Ko, Jinho Choi, Mehdi Bennis, Seong-Lyun Kim
Towards Semantic Communication Protocols: A Probabilistic Logic Perspective. CoRR (2022)
Jinhyuk Choi, Seong-Lyun Kim, Seung-Woo Ko
Enabling AI Quality Control via Feature Hierarchical Edge Inference. CoRR (2022)
Seungeun Oh, Jihong Park, Sihun Baek, Hyelin Nam, Praneeth Vepakomma, Ramesh Raskar, Mehdi Bennis, Seong-Lyun Kim
Differentially Private CutMix for Split Learning with Vision Transformer. CoRR (2022)
Jihong Park, Jinho Choi, Seong-Lyun Kim, Mehdi Bennis
Enabling the Wireless Metaverse via Semantic Multiverse Communication. CoRR (2022)
Kyeong-Joong Jeong, Jin-Duk Park, Kyusoon Hwang, Seong-Lyun Kim, Won-Yong Shin
Two-Stage Deep Anomaly Detection With Heterogeneous Time Series Data. IEEE Access 10 (2022)
Seungeun Oh, Jihong Park, Praneeth Vepakomma, Sihun Baek, Ramesh Raskar, Mehdi Bennis, Seong-Lyun Kim
LocFedMix-SL: Localize, Federate, and Mix for Improved Scalability, Convergence, and Latency in Split Learning. WWW (2022)
Sejin Seo, Seung-Woo Ko, Jihong Park, Seong-Lyun Kim, Mehdi Bennis
Communication-Efficient and Personalized Federated Lottery Ticket Learning. SPAWC (2021)
Sejin Seo, Seung-Woo Ko, Jihong Park, Seong-Lyun Kim, Mehdi Bennis
Communication-Efficient and Personalized Federated Lottery Ticket Learning. CoRR (2021)
Jihong Park, Sumudu Samarakoon, Anis Elgabli, Joongheon Kim, Mehdi Bennis, Seong-Lyun Kim, Mérouane Debbah
Communication-Efficient and Distributed Learning Over Wireless Networks: Principles and Applications. Proc. IEEE 109 (5) (2021)
Kyuwon Han, Seung Min Yu, Seong-Lyun Kim, Seung-Woo Ko
Exploiting User Mobility for WiFi RTT Positioning: A Geometric Approach. IEEE Internet Things J. 8 (19) (2021)
Eunjeong Jeong, Seungeun Oh, Jihong Park, Hyesung Kim, Mehdi Bennis, Seong-Lyun Kim
Hiding in the Crowd: Federated Data Augmentation for On-Device Learning. IEEE Intell. Syst. 36 (5) (2021)
Changmin Lee, Seong-Lyun Kim
Most Efficient Sensor Network Protocol for a Permanent Natural Disaster Monitoring System. IEEE Internet Things J. 8 (15) (2021)
Hyesung Kim, Jihong Park, Mehdi Bennis, Seong-Lyun Kim, Mérouane Debbah
Mean-Field Game-Theoretic Edge Caching. CoRR (2021)
Hyelin Nam, Kyuwon Han, Jihoon Park, Han Cha, Seong-Lyun Kim
A Spectrum Sharing System: Visualized Interference Classification and CNN Approach. DySPAN (2021)
Changmin Lee, Seong-Lyun Kim
Most Efficient Sensor Network Protocol for a Permanent Natural Disaster Monitoring System. CoRR (2021)
Seungeun Oh, Jihong Park, Eunjeong Jeong, Hyesung Kim, Mehdi Bennis, Seong-Lyun Kim
Mix2FLD: Downlink Federated Learning After Uplink Federated Distillation With Two-Way Mixup. IEEE Commun. Lett. 24 (10) (2020)
Myungjae Shin, Chihoon Hwang, Joongheon Kim, Jihong Park, Mehdi Bennis, Seong-Lyun Kim
XOR Mixup: Privacy-Preserving Data Augmentation for One-Shot Federated Learning. CoRR (2020)
Hyesung Kim, Jihong Park, Mehdi Bennis, Seong-Lyun Kim
Blockchained On-Device Federated Learning. IEEE Commun. Lett. 24 (6) (2020)
Sejin Seo, Seunghwan Kim, Sujin Kook, Sihun Baek, Seong-Lyun Kim
Constructing 3-dimensional 5G coverage map for real-time airborne missions. MobiCom (2020)
Hyowoon Seo, Jihong Park, Seungeun Oh, Mehdi Bennis, Seong-Lyun Kim
Federated Knowledge Distillation. CoRR (2020)
Dong Min Kim, Seong-Lyun Kim
CSNOMA: Carrier Sense Non-Orthogonal Multiple Access. Sensors 20 (18) (2020)
Sejin Seo, Sang Won Choi, Sujin Kook, Seong-Lyun Kim, Seung-Woo Ko
Understanding Uncertainty of Edge Computing: New Principle and Design Approach. CoRR (2020)
Hyesung Kim, Jihong Park, Mehdi Bennis, Seong-Lyun Kim, Mérouane Debbah
Mean-Field Game Theoretic Edge Caching in Ultra-Dense Networks. IEEE Trans. Veh. Technol. 69 (1) (2020)
Soo-Min Kim, Han Cha, Seong-Lyun Kim, Chan-Byoung Chae
Demo: A Reinforcement Learning-based Flexible Duplex System for B5G with Sub-6 GHz. CoRR (2020)
Han Cha, Jihong Park, Hyesung Kim, Mehdi Bennis, Seong-Lyun Kim
Proxy Experience Replay: Federated Distillation for Distributed Reinforcement Learning. IEEE Intell. Syst. 35 (4) (2020)
Soo-Min Kim, Han Cha, Seong-Lyun Kim, Chan-Byoung Chae
Demo: A Reinforcement Learning-Based Flexible Duplex Systems for B5G with Sub-6 GHz. WCNC Workshops (2020)
Sejin Seo, Seunghwan Kim, Seong-Lyun Kim
A Public Safety Framework for Immersive Aerial Monitoring through 5G Commercial Network. WCNC Workshops (2020)
Kyuwon Han, Seung Min Yu, Seong-Lyun Kim, Seung-Woo Ko
Exploiting User Mobility for WiFi RTT Positioning: A Geometric Approach. CoRR (2020)
Jihong Park, Sumudu Samarakoon, Anis Elgabli, Joongheon Kim, Mehdi Bennis, Seong-Lyun Kim, Mérouane Debbah
Communication-Efficient and Distributed Learning Over Wireless Networks: Principles and Applications. CoRR (2020)
Sejin Seo, Seunghwan Kim, Seong-Lyun Kim
A Public Safety Framework for Immersive Aerial Monitoring through 5G Commercial Network. CoRR (2020)
Seungeun Oh, Jihong Park, Eunjeong Jeong, Hyesung Kim, Mehdi Bennis, Seong-Lyun Kim
Mix2FLD: Downlink Federated Learning After Uplink Federated Distillation With Two-Way Mixup. CoRR (2020)
Shotaro Kamiya, Koji Yamamoto, Seong-Lyun Kim, Takayuki Nishio, Masahiro Morikura
SINR Distribution and Scheduling Gain Analysis of Uplink Channel-Adaptive Scheduling. IEEE Trans. Wirel. Commun. 19 (4) (2020)
Han Cha, Jihong Park, Hyesung Kim, Mehdi Bennis, Seong-Lyun Kim
Proxy Experience Replay: Federated Distillation for Distributed Reinforcement Learning. CoRR (2020)
Changmin Lee, Seong-Lyun Kim
The Sampling Period Estimation based Adaptive Sampling Algorithm for a Self-sustainable Disaster Monitoring System. EuCNC (2020)
Soo-Min Kim, Jeemin Kim, Han Cha, Min Soo Sim, Jinho Choi, Seung-Woo Ko, Chan-Byoung Chae, Seong-Lyun Kim
Opportunism in Spectrum Sharing for Beyond 5G With Sub-6 GHz: A Concept and Its Application to Duplexing. IEEE Access 8 (2020)
Ki Won Sung, Sachin Sharma, Giuseppe Destino, Yansha Deng, Toktam Mahmoodi, Markus Ullmann, Achim Nahler, Yeosun Kyung, Seunghwan Kim, Sejin Seo, Seong-Lyun Kim, Edward Mutafungwa, Riku Jäntti, Minseok Choi, Joohyung Jeon, Dohyun Kim, Joongheon Kim, José Costa-Requena, Anders Nordlöw
PriMO-5G: making firefighting smarter with immersive videos through 5G. 5G World Forum (2019)
Eunjeong Jeong, Seungeun Oh, Jihong Park, Hyesung Kim, Mehdi Bennis, Seong-Lyun Kim
Multi-hop Federated Private Data Augmentation with Sample Compression. CoRR (2019)
Seunghwan Kim, Han Cha, Jeemin Kim, Seung-Woo Ko, Seong-Lyun Kim
Sense-and-Predict: Harnessing Spatial Interference Correlation for Cognitive Radio Networks. IEEE Trans. Wirel. Commun. 18 (5) (2019)
Jihong Park, Shiqiang Wang, Anis Elgabli, Seungeun Oh, Eunjeong Jeong, Han Cha, Hyesung Kim, Seong-Lyun Kim, Mehdi Bennis
Distilling On-Device Intelligence at the Network Edge. CoRR (2019)
Youngtaek Hong, Yeosun Kyung, Seong-Lyun Kim
A Multi-Robot Cooperative Patrolling Algorithm with Sharing Multiple Cycles. EuCNC (2019)
Jinho Choi, Seung-Woo Ko, Koji Yamamoto, Seong-Lyun Kim
Random Access with Opportunity Detection in Wireless Networks. CoRR (2019)
Jinho Choi, Seung-Woo Ko, Koji Yamamoto, Seong-Lyun Kim
Random Access With Opportunity Detection in Wireless Networks. IEEE Wirel. Commun. Lett. 8 (5) (2019)
Jinho Choi, Sang Yeob Jung, Seong-Lyun Kim, Dong-Min Kim, Petar Popovski
User-centric resource allocation with two-dimensional reverse pricing in mobile communication services. J. Commun. Networks 21 (2) (2019)
Han Cha, Seong-Lyun Kim
A Reinforcement Learning Approach to Dynamic Spectrum Access in Internet-of-Things Networks. ICC (2019)
Sunghyun Choi, Lingjie Duan, Hyoil Kim, Seong-Lyun Kim
Introduction to the Special Section From IEEE DySPAN 2018. IEEE Trans. Cogn. Commun. Netw. 5 (3) (2019)
Kyuwon Han, Seung Min Yu, Seong-Lyun Kim
Smartphone-based Indoor Localization Using Wi-Fi Fine Timing Measurement. IPIN (2019)
Han Cha, Jihong Park, Hyesung Kim, Seong-Lyun Kim, Mehdi Bennis
Federated Reinforcement Distillation with Proxy Experience Memory. CoRR (2019)
Jeemin Kim, Jihong Park, Seunghwan Kim, Seong-Lyun Kim, Ki Won Sung, Kwang Soon Kim
Millimeter-Wave Interference Avoidance via Building-Aware Associations. IEEE Access 6 (2018)
Junho Kim, Han Cha, Seong-Lyun Kim
Spectrum Leasing for Micro-operators Using Blockchain Networks. CrownCom (2018)
Shotaro Kamiya, Koji Yamamoto, Seong-Lyun Kim, Takayuki Nishio, Masahiro Morikura
Asymptotic Analysis of Normalized SNR-Based Scheduling in Uplink Cellular Networks with Truncated Channel Inversion Power Control. ICC (2018)
Hyesung Kim, Jihong Park, Mehdi Bennis, Seong-Lyun Kim
On-Device Federated Learning via Blockchain and its Latency Analysis. CoRR (2018)
Hyesung Kim, Jihong Park, Mehdi Bennis, Seong-Lyun Kim
Massive UAV-to-Ground Communication and its Stable Movement Control: A Mean-Field Approach. CoRR (2018)
Jeemin Kim, Hyun-Kwan Lee, Dong-Min Kim, Seong-Lyun Kim
Delay Performance of Two-Stage Access in Cellular Internet-of-Things Networks. IEEE Trans. Veh. Technol. 67 (4) (2018)
Jeemin Kim, Soo-Min Kim, Han Cha, Jinho Choi, Seung-Woo Ko, Chan-Byoung Chae, Seong-Lyun Kim
Opportunism in Dynamic Spectrum Access for 5G: A Concept and Its Application to Duplexing. CoRR (2018)
Seung-Woo Ko, Seong-Lyun Kim
Impact of Node Speed on Energy-Constrained Opportunistic Internet-of-Things with Wireless Power Transfer. Sensors 18 (7) (2018)
Hyesung Kim, Jihong Park, Mehdi Bennis, Seong-Lyun Kim, Mérouane Debbah
Mean-Field Game Theoretic Edge Caching in Ultra-Dense Networks. CoRR (2018)
Eunjeong Jeong, Seungeun Oh, Hyesung Kim, Jihong Park, Mehdi Bennis, Seong-Lyun Kim
Communication-Efficient On-Device Machine Learning: Federated Distillation and Augmentation under Non-IID Private Data. CoRR (2018)
Bo Yin, Koji Yamamoto, Seong-Lyun Kim, Takayuki Nishio, Masahiro Morikura
Millimeter-Wave Radio Access Network Sharing: A Market-Based Cooperative Bargaining Perspective. ICC (2018)
Shotaro Kamiya, Koji Yamamoto, Seong-Lyun Kim, Takayuki Nishio, Masahiro Morikura
Asymptotic Analysis of Normalized SNR-Based Scheduling in Uplink Cellular Networks with Truncated Channel Inversion Power Control. CoRR (2018)
Minho Kim, Seung-Woo Ko, Hyesung Kim, Seunghwan Kim, Seong-Lyun Kim
Exploiting Caching for Millimeter-Wave TCP Networks: Gain Analysis and Practical Design. IEEE Access 6 (2018)
Hyesung Kim, Jihong Park, Mehdi Bennis, Seong-Lyun Kim
Massive UAV-to-Ground Communication and its Stable Movement Control: A Mean-Field Approach. SPAWC (2018)
Soo-Min Kim, Han Cha, Seong-Lyun Kim, Chan-Byoung Chae
Opportunistic map based Flexible Hybrid Duplex Systems in Dynamic Spectrum Access. DySPAN (2018)
Seungeun Oh, Hyesung Kim, Seong-Lyun Kim
Poster: Location-based Directional CSMA/CA for Millimeter Wave V2V Communications. VNC (2018)
Jeemin Kim, Seung-Woo Ko, Han Cha, Seunghwan Kim, Seong-Lyun Kim
Sense-and-Predict: Harnessing Spatial Interference Correlation for Opportunistic Access in Cognitive Radio Networks. CoRR (2018)
Xianbin Cao, Seong-Lyun Kim, Katia Obraczka, Cheng-Xiang Wang, Dapeng Oliver Wu, Halim Yanikomeroglu
Guest Editorial Airborne Communication Networks. IEEE J. Sel. Areas Commun. 36 (9) (2018)
Jihong Park, Dong-Min Kim, Petar Popovski, Seong-Lyun Kim
Revisiting Frequency Reuse towards Supporting Ultra-Reliable Ubiquitous-Rate Communication. CoRR (2017)
Minho Kim, Seung-Woo Ko, Seong-Lyun Kim
Enhancing TCP End-to-End Performance in Millimeter-Wave Communications. CoRR (2017)
Hyesung Kim, Jihong Park, Mehdi Bennis, Seong-Lyun Kim, Mérouane Debbah
Ultra-Dense Edge Caching under Spatio-Temporal Demand and Network Dynamics. CoRR (2017)
Byungjin Cho, Konstantinos Koufos, Riku Jäntti, Seong-Lyun Kim
Co-Primary Spectrum Sharing for Inter-Operator Device-to-Device Communication. IEEE J. Sel. Areas Commun. 35 (1) (2017)
Joonsoo Kim, Hyesung Kim, Seong-Lyun Kim
Poster: Millimeter wave V2V communications with inaccurate location information. VNC (2017)
Yanpeng Yang, Ki Won Sung, Jihong Park, Seong-Lyun Kim, Kwang Soon Kim
Cooperative transmissions in ultra-dense networks under a bounded dual-slope path loss model. EuCNC (2017)
Jeemin Kim, Seung-Woo Ko, Han Cha, Seong-Lyun Kim
Sense-and-Predict: Opportunistic MAC Based on Spatial Interference Correlation for Cognitive Radio Networks. CoRR (2017)

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Publication Activity (10 Years)

Top Topics

Top Venues

Seong-Lyun Kim