Seulki Lee

Orcid: 0009-0004-7162-0845

According to our database1, Seulki Lee authored at least 56 papers between 2008 and 2024.

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

Timeline

Legend:

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
Designing Extremely Memory-Efficient CNNs for On-device Vision Tasks.
CoRR, 2024

CAFO: Feature-Centric Explanation on Time Series Classification.
Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

On-Demand Federated Learning for Arbitrary Target Class Distributions.
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024

2023
Multitask Deep Learning for Human Activity, Speed, and Body Weight Estimation Using Commercial Smart Insoles.
IEEE Internet Things J., September, 2023

On-NAS: On-Device Neural Architecture Search on Memory-Constrained Intelligent Embedded Systems.
Proceedings of the 21st ACM Conference on Embedded Networked Sensor Systems, 2023

Softmax Output Approximation for Activation Memory-Efficient Training of Attention-based Networks.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

MicroDeblur: Image Motion Deblurring on Microcontroller-based Vision Systems.
Proceedings of the 22nd International Conference on Information Processing in Sensor Networks, 2023

2022
A Novel Design and Implementation of an Autopilot Terrain-Following Airship.
IEEE Access, 2022

Weight Separation for Memory-Efficient and Accurate Deep Multitask Learning.
Proceedings of the IEEE International Conference on Pervasive Computing and Communications, 2022

2021
Enabling Deep Intelligence on Embedded Systems.
PhD thesis, 2021

Deep Functional Network (DFN): Functional Interpretation of Deep Neural Networks for Intelligent Sensing Systems.
Proceedings of the IPSN '21: The 20th International Conference on Information Processing in Sensor Networks, 2021

2020
Portable Detection of Apnea and Hypopnea Events Using Bio-Impedance of the Chest and Deep Learning.
IEEE J. Biomed. Health Informatics, 2020

Learning in the Wild: When, How, and What to Learn for On-Device Dataset Adaptation.
Proceedings of the AIChallengeIoT@SenSys 2020: Proceedings of the 2nd International Workshop on Challenges in Artificial Intelligence and Machine Learning for Internet of Things, 2020

SubFlow: A Dynamic Induced-Subgraph Strategy Toward Real-Time DNN Inference and Training.
Proceedings of the IEEE Real-Time and Embedded Technology and Applications Symposium, 2020

Fast and scalable in-memory deep multitask learning via neural weight virtualization.
Proceedings of the MobiSys '20: The 18th Annual International Conference on Mobile Systems, 2020

2019
Intermittent Learning: On-Device Machine Learning on Intermittently Powered System.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2019

Process monitoring using variational autoencoder for high-dimensional nonlinear processes.
Eng. Appl. Artif. Intell., 2019

Neuro.ZERO: a zero-energy neural network accelerator for embedded sensing and inference systems.
Proceedings of the 17th Conference on Embedded Networked Sensor Systems, 2019

On-device training from sensor data on batteryless platforms: poster abstract.
Proceedings of the 18th International Conference on Information Processing in Sensor Networks, 2019

Bioimpedance Method for Human Body Hydration Assessment.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

Nightingale V2: Low-power Compact-sized Multi-Sensor Platform for Wearable Health Monitoring.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

2018
Time-adaptive support vector data description for nonstationary process monitoring.
Eng. Appl. Artif. Intell., 2018

Knowledge Transfer Between Embedded Controllers.
Proceedings of the 14th International Conference on Distributed Computing in Sensor Systems, 2018

2016
Predicting the dispersion of volcanic ash from 2013 eruption of Sakurajima, Japan.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

2015
Burst analysis for automatic concept map creation with a single document.
Expert Syst. Appl., 2015

Congestive heart failure patient monitoring using wearable Bio-impedance sensor technology.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

2014
Error Correction Algorithm for High Accuracy Bio-Impedance Measurement in Wearable Healthcare Applications.
IEEE Trans. Biomed. Circuits Syst., 2014

Visual information search based on knowledge schema modeling.
Proceedings of the Fifth Information Interaction in Context Symposium, 2014

Burst Analysis of Text Document for Automatic Concept Map Creation.
Proceedings of the Modern Advances in Applied Intelligence, 2014

2013
Low Power and Self-Reconfigurable WBAN Controller for Continuous Bio-Signal Monitoring System.
IEEE Trans. Biomed. Circuits Syst., 2013

A low power and convenient bio-impedance monitor, and its application to respiration monitoring.
Proceedings of the Wireless Health 2013, 2013

2012
A 75 µ W Real-Time Scalable Body Area Network Controller and a 25 µW ExG Sensor IC for Compact Sleep Monitoring Applications.
IEEE J. Solid State Circuits, 2012

A 2.1µW real-time reconfigurable wearable BAN controller with dual linked list structure.
Proceedings of the 2012 IEEE International Symposium on Circuits and Systems, 2012

Design and Implementation of Embedded Hardware and Software Architecture in an Unmanned Airship.
Proceedings of the 14th IEEE International Conference on High Performance Computing and Communication & 9th IEEE International Conference on Embedded Software and Systems, 2012

A 46 μW motion artifact reduction bio-signal sensor with ICA based adaptive DC level control for sleep monitoring system.
Proceedings of the IEEE 2012 Custom Integrated Circuits Conference, 2012

On Finding Fine-Granularity User Communities by Profile Decomposition.
Proceedings of the International Conference on Advances in Social Networks Analysis and Mining, 2012

2011
A Wirelessly Powered Electro-Acupuncture Based on Adaptive Pulsewidth Monophase Stimulation.
IEEE Trans. Biomed. Circuits Syst., 2011

A 3.9 mW 25-Electrode Reconfigured Sensor for Wearable Cardiac Monitoring System.
IEEE J. Solid State Circuits, 2011

A 75μW real-time scalable network controller and a 25μW ExG sensor IC for compact sleep-monitoring applications.
Proceedings of the IEEE International Solid-State Circuits Conference, 2011

The Smart Patches and Wearable Band (W-Band) for comfortable sleep monitoring system.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

2010
A 5.2 mW Self-Configured Wearable Body Sensor Network Controller and a 12 μ W Wirelessly Powered Sensor for a Continuous Health Monitoring System.
IEEE J. Solid State Circuits, 2010

A Low-Energy Inductive Coupling Transceiver With Cm-Range 50-Mbps Data Communication in Mobile Device Applications.
IEEE J. Solid State Circuits, 2010

A 4.78 µs Dynamic Compensated Inductive Coupling Transceiver for Ubiquitous and Wearable Body Sensor Network.
IEICE Trans. Commun., 2010

Disaster Recovery for System Architecture Using Cloud Computing.
Proceedings of the Tenth Annual International Symposium on Applications and the Internet, 2010

Arm-band type textile-MP3 player with multi-layer Planar Fashionable Circuit Board (P-FCB) techniques.
Proceedings of the 14th IEEE International Symposium on Wearable Computers (ISWC 2010), 2010

A 3.9mW 25-electrode reconfigured thoracic impedance/ECG SoC with body-channel transponder.
Proceedings of the IEEE International Solid-State Circuits Conference, 2010

A wirelessly-powered electro-acupuncture based on Adaptive Pulse Width Mono-Phase stimulation.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2010), May 30, 2010

A real-time compensated inductive transceiver for wearable MP3 player system on multi-layered planar fashionable circuit board.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2010), May 30, 2010

Live demonstration: A real-time compensated inductive transceiver for wearable MP3 player system on multi-layered planar fashionable circuit board.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2010), May 30, 2010

2009
A Wearable ECG Acquisition System With Compact Planar-Fashionable Circuit Board-Based Shirt.
IEEE Trans. Inf. Technol. Biomed., 2009

A 200-Mbps 0.02-nJ/b Dual-Mode Inductive Coupling Transceiver for cm-Range Multimedia Application.
IEEE Trans. Circuits Syst. I Regul. Pap., 2009

A 1.12 pJ/b Inductive Transceiver With a Fault-Tolerant Network Switch for Multi-Layer Wearable Body Area Network Applications.
IEEE J. Solid State Circuits, 2009

A wearable inductor channel design for blood pressure monitoring system in daily life.
Proceedings of the 3rd International Conference on Pervasive Computing Technologies for Healthcare, 2009

An Attachable ECG Sensor Bandage with Planar-Fashionable Circuit Board.
Proceedings of the 13th IEEE International Symposium on Wearable Computers (ISWC 2009), 2009

A 5.2mW self-configured wearable body sensor network controller and a 12µW 54.9% efficiency wirelessly powered sensor for continuous health monitoring system.
Proceedings of the IEEE International Solid-State Circuits Conference, 2009

2008
A 200Mbps 0.02nJ/b dual-mode inductive coupling transceiver for cm-range interconnection.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2008), 2008


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