publications

Publications from the Intelligent Networked Systems Lab at Ewha Womans University

2026

  1. Shin2026EchoLoc.png
    EchoLoc: Audio-Aware Object Grounding via Joint Heatmap and Box-Level Localization
    Junghwa Shin, Yeonwoo Kim, and HyungJune Lee
    In Interspeech 2026, 2026
    PDF
  2. Kim2026MultiTranslatorFL.png
    Multi-Translator FL: Modality-Agnostic Knowledge Construction via Modality Translation in Federated Learning
    Sookyeong Kim and Hyungjune Lee
    IEEE Access, 2026
    DOI PDF

2025

  1. Dao2025EncGradInversion.png
    EncGradInversion: Image Encoding and Gradient-Inversion-Based Batch Attack in Federated Learning
    Thi-Nga Dao and HyungJune Lee
    IEEE Internet of Things Journal, 2025
    DOI PDF
  2. Yoon2025CollectiveFL.png
    CollectiveFL: Edge-to-Edge Collective Intelligence Transfer in Federated Continual Learning
    JinYi Yoon and HyungJune Lee
    In Proceedings of the 2025 IEEE 22nd International Conference on Mobile Ad-Hoc and Smart Systems (MASS), 2025
    DOI PDF
  3. You2025CollageMap.png
    CollageMap: Tailoring Generative Fingerprint Map via Obstacle-Aware Adaptation for Site-Survey-Free Indoor Localization
    Yeawon You, JinYi Yoon, Dayeon Kang, and 2 more authors
    In Proceedings of the 2025 IEEE International Conference on Pervasive Computing and Communications (PerCom), 2025
    DOI PDF
  4. Yoon2025CAMPUSRSSI.png
    CAMPUSRSSI: Real-World Wi-Fi RSSI Measurements for Indoor Localization
    JinYi Yoon, Yeawon You, Dayeon Kang, and 2 more authors
    In Proceedings of the 2025 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, 2025
    DOI PDF

2024

  1. Yoon2024PickABack.png
    Pick-a-Back: Selective Device-to-Device Knowledge Transfer in Federated Continual Learning
    JinYi Yoon and HyungJune Lee
    In Computer Vision – ECCV 2024, 2024
    DOI PDF
  2. Yoon2024GANLoc.png
    GAN-Loc: Empowering Indoor Localization for Unknown Areas via Generative Fingerprint Map
    JinYi Yoon, Yeawon You, Dayeon Kang, and 2 more authors
    In Proceedings of the 21st Annual IEEE International Conference on Sensing, Communication, and Networking (SECON), 2024
    DOI PDF
  3. Gandla2024RandomLaser.png
    Random laser ablated tags for anticounterfeiting purposes and towards physically unclonable functions
    Srinivas Gandla, Jinsik Yoon, Cheol-Woong Yang, and 3 more authors
    Nature Communications, 2024
    DOI PDF
  4. Jung2024eXLoc.png
    eXLoc: Understanding Deep Learning-driven Indoor Localization with eXplainable AI
    HongKyeong Jung, JinYi Yoon, and HyungJune Lee
    In Proceedings of the IEEE Global Communications Conference (GLOBECOM), 2024
    PDF
  5. You2024Breakwater.png
    Breakwater: Securing Federated Learning from Malicious Model Poisoning via Self-Debiasing
    Yeawon You, JinYi Yoon, and HyungJune Lee
    In Proceedings of the IEEE International Conference on Communications (ICC), 2024
    PDF
  6. Dao2024COOL.png
    COOL: Conservation of Output Links for Pruning Algorithms in Network Intrusion Detection
    Thi-Nga Dao and HyungJune Lee
    IEEE Internet of Things Journal, 2024
    DOI PDF

2023

  1. Yoon2023VersatileFL.png
    VersatileFL: Volatility-Resilient Federated Learning in Wireless Edge Networks
    JinYi Yoon, Jeewoon Kim, Yeongsin Byeon, and 1 more author
    In Proceedings of the IEEE International Conference on Sensing, Communication, and Networking (SECON), 2023
    PDF
  2. Cho2023PredictiveUAV.png
    Predictive Path Planning of Multiple UAVs for Effective Network Hotspot Coverage
    JeiHee Cho, SooMin Ki, and HyungJune Lee
    IEEE Transactions on Vehicular Technology, 2023
    PDF

2022

  1. Dao2022JointNIDS.png
    JointNIDS: Efficient Joint Traffic Management for On-Device Network Intrusion Detection
    Thi-Nga Dao and HyungJune Lee
    IEEE Transactions on Vehicular Technology, 2022
    PDF
  2. Lee2022StitchNet.png
    StitchNet: Distributed On-Device Model Partitioning Over Edge Devices Under Volatile Wireless Links
    Jiho Lee, JeiHee Cho, and HyungJune Lee
    IEEE Access, 2022
    PDF
  3. Yoon2022EdgePipe.png
    EdgePipe: Tailoring Pipeline Parallelism with Deep Neural Networks for Volatile Wireless Edge Devices
    JinYi Yoon, Yeongsin Byeon, Jeewoon Kim, and 1 more author
    IEEE Internet of Things Journal, 2022
    PDF
  4. Dao2022StackedAutoencoder.png
    Stacked Autoencoder-Based Probabilistic Feature Extraction for On-Device Network Intrusion Detection
    Thi-Nga Dao and HyungJune Lee
    IEEE Internet of Things Journal, 2022
    PDF

2020

  1. Cho2020PersistentSurveillance.png
    Towards Persistent Surveillance and Reconnaissance Using a Connected Swarm of Multiple UAVs
    JeiHee Cho, JaeYi Sung, JinYi Yoon, and 1 more author
    IEEE Access, 2020
    PDF
  2. Shin2020InfrastructureLess.png
    Infrastructure-Less Vehicle Traffic Density Estimation via Distributed Packet Probing in V2V Network
    Christina Suyong Shin, Jiho Lee, and HyungJune Lee
    IEEE Transactions on Vehicular Technology, 2020
    PDF
  3. Lee2020TimelyDirectional.png
    Timely Directional Data Delivery to Multiple Destinations through Relay Population Control in Vehicular Ad Hoc Network
    Seona Lee, Sang-Ho Lee, and HyungJune Lee
    International Journal of Distributed Sensor Networks, 2020
    PDF
  4. Yoon2020TimeDependent.png
    Time-Dependent Ad-Hoc Routing Structure for Delivering Delay-Sensitive Data Using UAVs
    JinYi Yoon, Sungju Doh, Omprakash Gnawali, and 1 more author
    IEEE Access, 2020
    PDF
  5. Yoon2020Rendezvous.png
    Rendezvous: Opportunistic Data Delivery to Mobile Users by UAVs Through Target Trajectory Prediction
    JinYi Yoon, A.-Hyun Lee, and HyungJune Lee
    IEEE Transactions on Vehicular Technology, 2020
    PDF
  6. Yoon2020PUFGAN.png
    PUFGAN: Embracing a Self-Adversarial Agent for Building a Defensible Edge Security Architecture
    JinYi Yoon and HyungJune Lee
    In Proceedings of IEEE INFOCOM, 2020
    PDF

2019

  1. Jin2019FogOffloading.png
    On-Demand Computation Offloading Architecture in Fog Networks
    Yeonjin Jin and HyungJune Lee
    Electronics, 2019
    PDF

2018

  1. Park2018DroneNetX.png
    DroneNetX: Network Reconstruction Through Connectivity Probing and Relay Deployment by Multiple UAVs in Ad Hoc Networks
    So-Yeon Park, Christina Suyong Shin, Dahee Jeong, and 1 more author
    IEEE Transactions on Vehicular Technology, 2018
    PDF
  2. Batsoyol2018SelfOrganizingUAV.png
    Towards Self-Organizing UAV Ad-Hoc Networks Through Collaborative Sensing and Deployment
    Narangerelt Batsoyol and HyungJune Lee
    In Proceedings of IEEE GLOBECOM, 2018
    PDF
  3. Batsoyol2018FullCoverage.png
    Constructing Full-Coverage 3D UAV Ad-Hoc Networks Through Collaborative Exploration in Unknown Urban Environments
    Narangerelt Batsoyol, YeonJin Jin, and HyungJune Lee
    In Proceedings of IEEE ICC, 2018
    PDF
  4. Shin2018ProgressiveRoute.png
    Progressive Ad-Hoc Route Reconstruction Using Distributed UAV Relays after a Large-Scale Failure
    Christina Suyong Shin, So-Yeon Park, JinYi Yoon, and 1 more author
    In Proceedings of IEEE Wireless Communications and Networking Conference (WCNC), 2018
    PDF

2017

  1. Park2017DroneNetPlus.png
    DroneNet+: Adaptive Route Recovery Using Path Stitching of UAVs in Ad-Hoc Networks
    So-Yeon Park, Dahee Jeong, Christina Suyong Shin, and 1 more author
    In Proceedings of IEEE GLOBECOM, 2017
    PDF
  2. Park2017PUFSec.png
    PUFSec: Device Fingerprint-based Security Architecture for Internet of Things
    So-Yeon Park, Sunil Lim, Dahee Jeong, and 3 more authors
    In Proceedings of IEEE INFOCOM, 2017
    PDF
  3. Yoon2017UAVPathPlanning.png
    Adaptive Path Planning of UAVs for Delivering Delay-Sensitive Information to Ad-Hoc Nodes
    JinYi Yoon, YeonJin Jin, Narangerelt Batsoyol, and 1 more author
    In Proceedings of IEEE Wireless Communications and Networking Conference (WCNC), 2017
    PDF

2016

  1. Lee2016DMirNet.png
    DMirNet: Inferring Direct microRNA-mRNA Association Networks
    Minsu Lee and HyungJune Lee
    BMC Systems Biology, 2016
    PDF
  2. Jeong2016Patrol.png
    Proactive Patrol Dispatch Surveillance System by Inferring Mobile Trajectories of Multiple Intruders Using Binary Proximity Sensors
    Dahee Jeong, Minkyoung Cho, Omprakash Gnawali, and 1 more author
    In Proceedings of IEEE INFOCOM, 2016
    PDF
  3. Kim2016SocialAware.png
    Social-Aware Data Forwarding through Scattered Caching in Disruption Tolerant Networks
    HyunAe Kim and HyungJune Lee
    In Proceedings of IEEE Wireless Communications and Networking Conference (WCNC), 2016
    PDF
  4. Sharmin2016ElectricVehicular.png
    Deadline-Aware Packet Routing Based on Optimal Charging Schedule in Electric Vehicular Networks
    Nusrat Sharmin and HyungJune Lee
    In Proceedings of the International Conference on Information Networking (ICOIN), 2016
    PDF

2015

  1. Jeong2015DroneNet.png
    DroneNet: Network Reconstruction through Sparse Connectivity Probing using Distributed UAVs
    Dahee Jeong, So-Yeon Park, and HyungJune Lee
    In Proceedings of IEEE International Symposium on Personal, Indoor, and Mobile Radio Communications (PIMRC), 2015
    PDF
  2. Lee2015PredictiveDataDelivery.png
    Predictive Data Delivery to Mobile Users through Mobility Learning in Wireless Sensor Networks
    HyungJune Lee, Martin Wicke, Branislav Kusy, and 2 more authors
    IEEE Transactions on Vehicular Technology, 2015
    PDF
  3. Zheleva2015PowerAware.png
    Power-Aware Relay Selection and Routing Scheme for Multi-Interface Sensor Networks
    Mariya Zheleva and HyungJune Lee
    International Journal of Computers Communications and Control, 2015
    PDF

2014

  1. Lee2014JointRadio.png
    Joint Radio Selection and Relay Scheme through Optimization Model in Multi-Radio Sensor Networks
    HyungJune Lee
    KSII Transactions on Internet and Information Systems, 2014
    PDF
  2. Lee2014GreedyData.png
    Greedy Data Transportation Scheme with Hard Packet Deadlines for Wireless Ad Hoc Networks
    HyungJune Lee
    The Scientific World Journal, 2014
    PDF
  3. Park2014InterRAT.png
    Dynamic Inter-RAT Handover Decision for Offloading Heavy Traffic in Heterogeneous Networks
    So-Yeon Park, Ji-Hyeon Kim, and HyungJune Lee
    In Proceedings of the Sixth International Conference on Ubiquitous and Future Networks (ICUFN), 2014
    PDF
  4. Lee2014CPAC.png
    CPAC: Energy-Efficient Data Collection through Adaptive Selection of Compression Algorithms for Sensor Networks
    HyungJune Lee, HyunSeok Kim, and Ik Joon Chang
    Sensors, 2014
    PDF

2013

  1. Yoo2013ClusterRouting.png
    Cluster-Based Routing Mechanism for Efficient Data Delivery to Group Mobile Users in Wireless Ad-Hoc Networks
    Jinhee Yoo, Kyeongah Han, Dahee Jeong, and 1 more author
    Journal of Korea Information and Communications Society, 2013
    PDF
  2. Cho2013SocialTrajectory.png
    Routing Relevant Data to Group Mobile Users by Mining Social Trajectory Pattern
    Hyunjeong Cho, Yourim Park, and HyungJune Lee
    Journal of Korea Information and Communications Society, 2013
    PDF

2012

  1. Lee2012CellSelection.png
    Optimal Cell Selection Scheme for Load Balancing in Heterogeneous Radio Access Networks
    HyungJune Lee
    Journal of Korea Information and Communications Society, 2012
    PDF

2010

  1. Lee2010DataStashing.png
    Data Stashing: Energy-Efficient Information Delivery to Mobile Sinks through Trajectory Prediction
    HyungJune Lee, Martin Wicke, Branislav Kusy, and 2 more authors
    In Proceedings of ACM/IEEE Information Processing in Sensor Networks (IPSN), 2010
    PDF

2009

  1. Kwon2009Stackelberg.png
    Cooperative Strategy by Stackelberg Games under Energy Constraint in Multi-hop Relay Networks
    Hyukjoon Kwon, HyungJune Lee, and John M. Cioffi
    In Proceedings of IEEE GLOBECOM, 2009
    PDF
  2. Lee2009GameMAC.png
    Interference-Aware MAC Protocol for Wireless Networks by a Game-Theoretic Approach
    HyungJune Lee, Hyukjoon Kwon, Arik Motskin, and 1 more author
    In Proceedings of IEEE INFOCOM, 2009
    PDF
  3. Kusy2009PredictiveQoS.png
    Predictive QoS Routing to Mobile Sinks in Wireless Sensor Networks
    Branislav Kusy, HyungJune Lee, Martin Wicke, and 2 more authors
    In Proceedings of ACM/IEEE Information Processing in Sensor Networks (IPSN), 2009
    PDF

2008

  1. Lee2008Localization.png
    Localization of Mobile Users Using Trajectory Matching
    HyungJune Lee, Martin Wicke, Branislav Kusy, and 1 more author
    In Proceedings of ACM MobiCom Workshop on Mobile Entity Localization and Tracking (MELT), 2008
    PDF

2007

  1. Lee2007WirelessSimulation.png
    Improving Wireless Simulation Through Noise Modeling
    HyungJune Lee, Alberto Cerpa, and Philip Levis
    In Proceedings of ACM/IEEE Information Processing in Sensor Networks (IPSN), 2007
    PDF