JeongGil Ko

Orcid: 0000-0003-0799-4039

According to our database1, JeongGil Ko authored at least 133 papers between 2006 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Tracking people across ultra populated indoor spaces by matching unreliable Wi-Fi signals with disconnected video feeds.
Pervasive Mob. Comput., 2024

FedHM: Practical federated learning for heterogeneous model deployments.
ICT Express, 2024

Analyzing the Impact of the Automatic Ball-Strike System in Professional Baseball: A Case Study on KBO League Data.
CoRR, 2024

FLex&Chill: Improving Local Federated Learning Training with Logit Chilling.
CoRR, 2024

Effective Heterogeneous Federated Learning via Efficient Hypernetwork-based Weight Generation.
Proceedings of the 22nd ACM Conference on Embedded Networked Sensor Systems, 2024

Poster: Towards Counterfeit Powdered Food Products Detection using a Commodity Smartphone.
Proceedings of the 22nd Annual International Conference on Mobile Systems, 2024

PowDew: Detecting Counterfeit Powdered Food Products using a Commodity Smartphone.
Proceedings of the 22nd Annual International Conference on Mobile Systems, 2024

Poster: A Memory Efficient Parameter-free Time-series Classification via gzip.
Proceedings of the 22nd Annual International Conference on Mobile Systems, 2024

How is our mobility affected as we age? Findings from a 934 users field study of older adults conducted in an urban Asian city.
Proceedings of the Behavior Transformation by IoT International Workshop, 2024

2023
AttFL: A Personalized Federated Learning Framework for Time-series Mobile and Embedded Sensor Data Processing.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., September, 2023

Self-Attention LSTM-FCN model for arrhythmia classification and uncertainty assessment.
Artif. Intell. Medicine, August, 2023

Server load and network-aware adaptive deep learning inference offloading for edge platforms.
Internet Things, April, 2023

<i>SafeFac</i>: Video-based smart safety monitoring for preventing industrial work accidents.
Expert Syst. Appl., April, 2023

Deep reinforcement learning-based propofol infusion control for anesthesia: A feasibility study with a 3000-subject dataset.
Comput. Biol. Medicine, April, 2023

FedAIoT: A Federated Learning Benchmark for Artificial Intelligence of Things.
CoRR, 2023

Demo: Exploiting Indices for Man-in-the-Middle Attacks on Collaborative Unpooling Autoencoders.
Proceedings of the 21st Annual International Conference on Mobile Systems, 2023

2022
LiteZKP: Lightening Zero-Knowledge Proof-Based Blockchains for IoT and Edge Platforms.
IEEE Syst. J., 2022

On-device Training: A First Overview on Existing Systems.
CoRR, 2022

Memory-efficient DNN training on mobile devices.
Proceedings of the MobiSys '22: The 20th Annual International Conference on Mobile Systems, Applications and Services, Portland, Oregon, 27 June 2022, 2022

Memory-efficient DNN training on mobile devices.
Proceedings of the MobiSys '22: The 20th Annual International Conference on Mobile Systems, Applications and Services, Portland, Oregon, 27 June 2022, 2022

Fast Monte-Carlo Approximation of the Attention Mechanism.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021
Low Quality for High Quality: Exploiting 2K Frames for Supporting Efficient 4K-Quality Pervasive Video Streaming Applications.
IEEE Pervasive Comput., 2021

Enabling Real-time Sign Language Translation on Mobile Platforms with On-board Depth Cameras.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2021

iMon: Appearance-based Gaze Tracking System on Mobile Devices.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2021

VOCkit: A low-cost IoT sensing platform for volatile organic compound classification.
Ad Hoc Networks, 2021

WellComp 2021: Fourth International Workshop on Computing for Well-Being.
Proceedings of the UbiComp/ISWC '21: 2021 ACM International Joint Conference on Pervasive and Ubiquitous Computing and 2021 ACM International Symposium on Wearable Computers, 2021

Multi-Trace: Multi-level Data Trace Generation with the Cooja Simulator.
Proceedings of the 17th International Conference on Distributed Computing in Sensor Systems, 2021

2020
No More One Liners: Bringing Context into Emoji Recommendations.
ACM Trans. Soc. Comput., 2020

HeartQuake: Accurate Low-Cost Non-Invasive ECG Monitoring Using Bed-Mounted Geophones.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2020

On-Device Filter Design for Self-Identifying Inaccurate Heart Rate Readings on Wrist-Worn PPG Sensors.
IEEE Access, 2020

Privacy-preserving contact tracing using homomorphic encryption: poster abstract.
Proceedings of the SenSys '20: The 18th ACM Conference on Embedded Networked Sensor Systems, 2020

Messaging Beyond Texts with Real-time Image Suggestions.
Proceedings of the MobileHCI '20: 22nd International Conference on Human-Computer Interaction with Mobile Devices and Services, 2020

Autonomous Reckless Driving Detection Using Deep Learning on Embedded GPUs.
Proceedings of the 17th IEEE International Conference on Mobile Ad Hoc and Sensor Systems, 2020

WellComp 2020: third international workshop on computing for well-being.
Proceedings of the UbiComp/ISWC '20: 2020 ACM International Joint Conference on Pervasive and Ubiquitous Computing and 2020 ACM International Symposium on Wearable Computers, 2020

Achieving Real-Time Sign Language Translation Using a Smartphone's True Depth Images.
Proceedings of the 2020 International Conference on COMmunication Systems & NETworkS, 2020

2019
IB-MAC: Transmission Latency-Aware MAC for Electro-Magnetic Intra-Body Communications.
Sensors, 2019

LightCert: On designing a lighter certificate for resource-limited Internet-of-Things devices.
Trans. Emerg. Telecommun. Technol., 2019

RF-Based Energy Transfer Through Packets: Still a Dream? or a Dream Come True?
IEEE Access, 2019

Demo: A Low-power Graphics Library for Mobile AR Headset Application Development.
Proceedings of the 20th International Workshop on Mobile Computing Systems and Applications, 2019

XREmul: An Emulation Environment for XR Application Development.
Proceedings of the 20th International Workshop on Mobile Computing Systems and Applications, 2019

VitaMon: measuring heart rate variability using smartphone front camera.
Proceedings of the 17th Conference on Embedded Networked Sensor Systems, 2019

Deep ECG Wave Estimation Model with Seismograph Sensor.
Proceedings of the 17th Annual International Conference on Mobile Systems, 2019

Bringing Context into Emoji Recommendations.
Proceedings of the 17th Annual International Conference on Mobile Systems, 2019

LpGL: Low-power Graphics Library for Mobile AR Headsets.
Proceedings of the 17th Annual International Conference on Mobile Systems, 2019

RemoteGL - Towards Low-latency Interactive Cloud Graphics Experience for Mobile Devices.
Proceedings of the 17th Annual International Conference on Mobile Systems, 2019

Towards Supporting IoT Device Storage and Network Security Using DTLS.
Proceedings of the 17th Annual International Conference on Mobile Systems, 2019

FDTLS: Supporting DTLS-Based Combined Storage and Communication Security for IoT Devices.
Proceedings of the 16th IEEE International Conference on Mobile Ad Hoc and Sensor Systems, 2019

WellComp 2019: second international workshop on computing for well-being.
Proceedings of the 2019 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2019 ACM International Symposium on Wearable Computers, 2019

Designing a Low-Cost IoT Sensing Platform for VOC Material Classification.
Proceedings of the 15th International Conference on Distributed Computing in Sensor Systems, 2019

2018
An Efficient Architecture of In-Loop Filters for Multicore Scalable HEVC Hardware Decoders.
IEEE Trans. Multim., 2018

Adaptive Frame Skipping With Screen Dynamics for Mobile Screen Sharing Applications.
IEEE Syst. J., 2018

Wireless Information and Power Transfer: Probability-Based Power Allocation and Splitting With Low Complexity.
IEEE Syst. J., 2018

HealthNode: Software Framework for Efficiently Designing and Developing Cloud-Based Healthcare Applications.
Mob. Inf. Syst., 2018

Electronic Shelf Labels: Prototype Development and Validation Using a Design Science Approach.
J. Inf. Technol. Manag., 2018

EngageMon: Multi-Modal Engagement Sensing for Mobile Games.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2018

Finding Small-Bowel Lesions: Challenges in Endoscopy-Image-Based Learning Systems.
Computer, 2018

LightCert: Designing Smaller Certificates for the Internet of Things Devices.
Proceedings of the 16th Annual International Conference on Mobile Systems, 2018

Reactive Mesh Simplification for Augmented Reality Head Mounted Displays.
Proceedings of the 16th Annual International Conference on Mobile Systems, 2018

Improved Smartphone Driving Mode System Design with Differentiated Notifications.
Proceedings of the 2018 ACM International Joint Conference and 2018 International Symposium on Pervasive and Ubiquitous Computing and Wearable Computers, 2018

Mute the Phone While Driving?: Preliminary User Study on the Need for a Smartphone Driver Mode.
Proceedings of the 2018 ACM International Joint Conference and 2018 International Symposium on Pervasive and Ubiquitous Computing and Wearable Computers, 2018

WellComp 2018: First International Workshop on Computing for Well-Being.
Proceedings of the 2018 ACM International Joint Conference and 2018 International Symposium on Pervasive and Ubiquitous Computing and Wearable Computers, 2018

Analyzing Electro-Magnetic Wave Signal Characteristics for Intra-Body Communication Systems.
Proceedings of the 2018 ACM International Joint Conference and 2018 International Symposium on Pervasive and Ubiquitous Computing and Wearable Computers, 2018

Volatile Organic Compounds Recognition Using a Smartphone Camera and Fluorometric Sensors.
Proceedings of the 2018 ACM International Joint Conference and 2018 International Symposium on Pervasive and Ubiquitous Computing and Wearable Computers, 2018

POSTER: On Compressing PKI Certificates for Resource Limited Internet of Things Devices.
Proceedings of the 2018 on Asia Conference on Computer and Communications Security, 2018

2017
Fuzzy Bin-Based Classification for Detecting Children's Presence with 3D Depth Cameras.
ACM Trans. Sens. Networks, 2017

Enabling Sensor Network to Smartphone Interaction Using Software Radios.
ACM Trans. Sens. Networks, 2017

K-Means Clustering-Based Data Compression Scheme for Wireless Imaging Sensor Networks.
IEEE Syst. J., 2017

Multitiered and Distributed WSAN for Cooperative Indoors Environment Management.
Mob. Inf. Syst., 2017

Transmission power control and sensor node reprogramming for smartphone-WSN interaction.
Int. J. Sens. Networks, 2017

Reducing hops without extra power: Impact of deployment height on low-power multihop wireless network.
Int. J. Distributed Sens. Networks, 2017

Challenging the IPv6 Routing Protocol for Low-Power and Lossy Networks (RPL): A Survey.
IEEE Commun. Surv. Tutorials, 2017

Smarter Markets for Smarter Life: Applications, Challenges, and Deployment Experiences.
IEEE Commun. Mag., 2017

I am a "Smart" watch, Smart Enough to Know the Accuracy of My Own Heart Rate Sensor.
Proceedings of the 18th International Workshop on Mobile Computing Systems and Applications, 2017

Glasses for the Third Eye: Improving the Quality of Clinical Data Analysis with Motion Sensor-based Data Filtering.
Proceedings of the 15th ACM Conference on Embedded Network Sensor Systems, 2017

Analyzing Head-Mounted AR Device Energy Consumption on a Frame Rate Perspective.
Proceedings of the 14th Annual IEEE International Conference on Sensing, 2017

Constructing an Open-Access Bio-Signal Repository from Intensive Care Units.
Proceedings of the MEDINFO 2017: Precision Healthcare through Informatics, 2017

Motion-oriented noisy physiological signal refining using embedded sensing platforms.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

2016
Reliable and Energy-Efficient Downward Packet Delivery in Asymmetric Transmission Power-Based Networks.
ACM Trans. Sens. Networks, 2016

A Measurement Study of BLE iBeacon and Geometric Adjustment Scheme for Indoor Location-Based Mobile Applications.
Mob. Inf. Syst., 2016

Adaptive Power Allocation and Splitting with Imperfect Channel Estimation in Energy Harvesting Based Self-Organizing Networks.
Mob. Inf. Syst., 2016

Projecting household-scale utility usage: a case study using a long-term dataset.
Int. J. Sens. Networks, 2016

A Picture is Worth a Thousand Words: Improving Mobile Messaging with Real-time Autonomous Image Suggestion.
Proceedings of the 17th International Workshop on Mobile Computing Systems and Applications, 2016

Accurately Measuring Heart Rate Using Smart Watch: Poster Abstract.
Proceedings of the 14th ACM Conference on Embedded Network Sensor Systems, SenSys 2016, 2016

Constructing a Bio-Signal Repository from an Intensive Care Unit for Effective Big-data Analysis: Poster Abstract.
Proceedings of the 14th ACM Conference on Embedded Network Sensor Systems, SenSys 2016, 2016

Utilizing IP-over-NFC for Secure Data Transmissions: Demo Abstract.
Proceedings of the 14th ACM Conference on Embedded Network Sensor Systems, SenSys 2016, 2016

Framework for Surveillance of Vulnerable People Using Depth Camera.
Proceedings of the 22nd IEEE International Conference on Embedded and Real-Time Computing Systems and Applications, 2016

Accurately Measuring Heartrate Using Smart Watch.
Proceedings of the 22nd IEEE International Conference on Embedded and Real-Time Computing Systems and Applications, 2016

Dynamic Low-Power Listening with Data-Rate Proportional Wakeup Period Management.
Proceedings of the 22nd IEEE International Conference on Embedded and Real-Time Computing Systems and Applications, 2016

Machine Learning-Based Image Classification for Wireless Camera Sensor Networks.
Proceedings of the 22nd IEEE International Conference on Embedded and Real-Time Computing Systems and Applications, 2016

Poster: KinFrame: Framework for Large Scale Surveillance of Vulnerable People using Depth Camera.
Proceedings of the 14th Annual International Conference on Mobile Systems, 2016

Demo: MilliCat: Real-Time Autonomous Image Suggestion for Mobile Messaging.
Proceedings of the 14th Annual International Conference on Mobile Systems, 2016

Poster: Packet Aggregation Scheme for 6Lo Networks in IoT Environments.
Proceedings of the 14th Annual International Conference on Mobile Systems, 2016

Poster: Low-complexity Outdoor Localization for Long-range, Low-power Radios.
Proceedings of the 14th Annual International Conference on Mobile Systems, 2016

2015
ReLiSCE: Utilizing Resource-Limited Sensors for Office Activity Context Extraction.
IEEE Trans. Syst. Man Cybern. Syst., 2015

DualMOP-RPL: Supporting Multiple Modes of Downward Routing in a Single RPL Network.
ACM Trans. Sens. Networks, 2015

MoMoRo: Providing Mobility Support for Low-Power Wireless Applications.
IEEE Syst. J., 2015

Sensor Virtualization Module: Virtualizing IoT Devices on Mobile Smartphones for Effective Sensor Data Management.
Int. J. Distributed Sens. Networks, 2015

Demo: Bringing Down Wires in Vehicles: Interconnecting ECUs using Wireless Connectivity.
Proceedings of the 13th ACM Conference on Embedded Networked Sensor Systems, 2015

MarketNet: An Asymmetric Transmission Power-based Wireless System for Managing e-Price Tags in Markets.
Proceedings of the 13th ACM Conference on Embedded Networked Sensor Systems, 2015

Poster: Communicating "in the Air": Studying the Impact of UAVs on Sensor Network Data Collection.
Proceedings of the 13th ACM Conference on Embedded Networked Sensor Systems, 2015

Screen dynamics analysis-based adaptive frame skipping for efficient mobile screen sharing.
Proceedings of the 14th International Conference on Information Processing in Sensor Networks, 2015

Understanding Interactive Interface Design Requirements for the Visually Impaired.
Proceedings of the 33rd Annual ACM Conference Extended Abstracts on Human Factors in Computing Systems, 2015

2014
A Feasibility Study and Development Framework Design for Realizing Smartphone-Based Vehicular Networking Systems.
IEEE Trans. Mob. Comput., 2014

Improving the Packet Delivery Performance for Concurrent Packet Transmissions in WSNs.
IEEE Commun. Lett., 2014

Escaping from ancient Rome! Applications and challenges for designing smart cities.
Trans. Emerg. Telecommun. Technol., 2014

Software radio on smartphones: feasible?
Proceedings of the 15th Workshop on Mobile Computing Systems and Applications, 2014

Poster: Exploiting wireless CAN bus bridges for intra-vehicle communications.
Proceedings of the 2014 IEEE Vehicular Networking Conference, 2014

Mobile contents on the big screen: adaptive frame filtering for mobile device screen sharing.
Proceedings of the 12th ACM Conference on Embedded Network Sensor Systems, 2014

Low-power and topology-free data transfer protocol with synchronous packet transmissions.
Proceedings of the Eleventh Annual IEEE International Conference on Sensing, 2014

Demo: software defined radio: on a smartphone, as an app!
Proceedings of the 20th Annual International Conference on Mobile Computing and Networking, 2014

Classifying children with 3D depth cameras for enabling children's safety applications.
Proceedings of the 2014 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2014

2013
DynaChannAl: dynamic channel allocation with minimal end-to-end delay for two-tier wireless sensor networks.
Wirel. Commun. Mob. Comput., 2013

Poster abstract: virtualizing external wireless sensors for designing personalized smartphone services.
Proceedings of the 12th International Conference on Information Processing in Sensor Networks (co-located with CPS Week 2013), 2013

2012
A closed-loop approach for improving the wellness of low-income elders at home using game consoles.
IEEE Commun. Mag., 2012

HealthOS: a platform for pervasive health applications.
Proceedings of the Second ACM Workshop on Mobile Systems, 2012

Just send me the summary!: analyzing sensor data for accurate summary reports in indoor environments.
Proceedings of the 10th ACM Conference on Embedded Network Sensor Systems, 2012

Towards full RPL interoperability: addressing the case with downwards routing interoperability.
Proceedings of the 10th ACM Conference on Embedded Network Sensor Systems, 2012

Pragmatic low-power interoperability: ContikiMAC vs TinyOS LPL.
Proceedings of the 9th Annual IEEE Communications Society Conference on Sensor, 2012

Low Power or High Performance? A Tradeoff Whose Time Has Come (and Nearly Gone).
Proceedings of the Wireless Sensor Networks - 9th European Conference, 2012

2011
The Trickle Algorithm.
RFC, March, 2011

Connecting low-power and lossy networks to the internet.
IEEE Commun. Mag., 2011

An interoperability development and performance diagnosis environment.
Proceedings of the 9th International Conference on Embedded Networked Sensor Systems, 2011

Industry: beyond interoperability: pushing the performance of sensor network IP stacks.
Proceedings of the 9th International Conference on Embedded Networked Sensor Systems, 2011

2010
MEDiSN: Medical emergency detection in sensor networks.
ACM Trans. Embed. Comput. Syst., 2010

Wireless Sensor Networks for Healthcare.
Proc. IEEE, 2010

DynaChanAl: Dynamic Channel Allocation with Minimal End-to-end Delay for Wireless Sensor Networks
CoRR, 2010

Egs: A Cortex M3-Based Mote Platform.
Proceedings of the Seventh Annual IEEE Communications Society Conference on Sensor, 2010

Power Control for Mobile Sensor Networks: An Experimental Approach.
Proceedings of the Seventh Annual IEEE Communications Society Conference on Sensor, 2010

2009
Empirical study of a medical sensor application in an urban emergency department.
Proceedings of the 4th International ICST Conference on Body Area Networks, 2009

2008
MEDiSN: medical emergency detection in sensor networks.
Proceedings of the 6th International Conference on Embedded Networked Sensor Systems, 2008

2007
Data Fragmentation Scheme in IEEE 802.15.4 Wireless Sensor Networks.
Proceedings of the 65th IEEE Vehicular Technology Conference, 2007

Energy-Efficient and Fault-Tolerant Positioning of Multiple Base Stations.
Proceedings of the Information Networking. Towards Ubiquitous Networking and Services, 2007

2006
The Performance Analysis of Diversity Technologies for Mobile Ad Hoc Communications Between Moving Cars.
Proceedings of the 63rd IEEE Vehicular Technology Conference, 2006


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