Seulki Lee

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 24

Top Topics

Langley Research Center

Health Monitoring

Motion Deblurring

Top Venues

Publications

Isu Jeong, Seulki Lee
On-Demand Federated Learning for Arbitrary Target Class Distributions. AISTATS (2024)
Jaeho Kim, Seok-Ju Hahn, Yoontae Hwang, Junghye Lee, Seulki Lee
CAFO: Feature-Centric Explanation on Time Series Classification. KDD (2024)
Jaeho Kim, Seok-Ju Hahn, Yoontae Hwang, Junghye Lee, Seulki Lee
CAFO: Feature-Centric Explanation on Time Series Classification. CoRR (2024)
Seulki Lee
MicroDeblur: Image Motion Deblurring on Microcontroller-based Vision Systems. IPSN (2023)
Bosung Kim, Seulki Lee
On-NAS: On-Device Neural Architecture Search on Memory-Constrained Intelligent Embedded Systems. SenSys (2023)
Jaeho Kim, Hyewon Kang, Jaewan Yang, Haneul Jung, Seulki Lee, Junghye Lee
Multitask Deep Learning for Human Activity, Speed, and Body Weight Estimation Using Commercial Smart Insoles. IEEE Internet Things J. 10 (18) (2023)
Changhyeon Lee, Seulki Lee
Softmax Output Approximation for Activation Memory-Efficient Training of Attention-based Networks. NeurIPS (2023)
Seulki Lee, Bona Kim, Hyunseob Baik, Seong-Jun Cho
A Novel Design and Implementation of an Autopilot Terrain-Following Airship. IEEE Access 10 (2022)
Seulki Lee, Shahriar Nirjon
Weight Separation for Memory-Efficient and Accurate Deep Multitask Learning. PerCom (2022)
Seulki Lee, Shahriar Nirjon
Deep Functional Network (DFN): Functional Interpretation of Deep Neural Networks for Intelligent Sensing Systems. IPSN (2021)
Seulki Lee, Shahriar Nirjon
Learning in the Wild: When, How, and What to Learn for On-Device Dataset Adaptation. AIChallengeIoT@SenSys (2020)
Tom Van Steenkiste, Willemijn Groenendaal, Pauline Dreesen, Seulki Lee, Susie Klerkx, Ruben de Francisco, Dirk Deschrijver, Tom Dhaene
Portable Detection of Apnea and Hypopnea Events Using Bio-Impedance of the Chest and Deep Learning. IEEE J. Biomed. Health Informatics 24 (9) (2020)
Seulki Lee, Shahriar Nirjon
SubFlow: A Dynamic Induced-Subgraph Strategy Toward Real-Time DNN Inference and Training. RTAS (2020)
Seulki Lee, Shahriar Nirjon
Fast and scalable in-memory deep multitask learning via neural weight virtualization. MobiSys (2020)
Seulki Lee, Mingu Kwak, Kwok-Leung Tsui, Seoung Bum Kim
Process monitoring using variational autoencoder for high-dimensional nonlinear processes. Eng. Appl. Artif. Intell. 83 (2019)
Vladimir Leonov, Seulki Lee, Ana Londergan, Russel A. Martin, Walter De Raedt, Chris Van Hoof
Bioimpedance Method for Human Body Hydration Assessment. EMBC (2019)
Seulki Lee, Bashima Islam, Yubo Luo, Shahriar Nirjon
Intermittent Learning: On-Device Machine Learning on Intermittently Powered System. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 3 (4) (2019)
Bashima Islam, Yubo Luo, Seulki Lee, Shahriar Nirjon
On-device training from sensor data on batteryless platforms: poster abstract. IPSN (2019)
Seulki Lee, Bernard Grundlehner, Roberto Garcia van der Westen, Salvatore Polito, Chris Van Hoof
Nightingale V2: Low-power Compact-sized Multi-Sensor Platform for Wearable Health Monitoring. EMBC (2019)
Seulki Lee, Shahriar Nirjon
Neuro.ZERO: a zero-energy neural network accelerator for embedded sensing and inference systems. SenSys (2019)
Seulki Lee, Bashima Islam, Yubo Luo, Shahriar Nirjon
Intermittent Learning: On-Device Machine Learning on Intermittently Powered System. CoRR (2019)
Seulki Lee, Seoung Bum Kim
Time-adaptive support vector data description for nonstationary process monitoring. Eng. Appl. Artif. Intell. 68 (2018)
Seulki Lee, Shahriar Nirjon
Knowledge Transfer Between Embedded Controllers. DCOSS (2018)
Seulki Lee, Changwook Lee
Predicting the dispersion of volcanic ash from 2013 eruption of Sakurajima, Japan. IGARSS (2016)
Seulki Lee, Youkyoung Park, Wan Chul Yoon
Burst analysis for automatic concept map creation with a single document. Expert Syst. Appl. 42 (22) (2015)
Seulki Lee, Gabriel Squillace, Christophe Smeets, Marianne Vandecasteele, Lars Grieten, Ruben de Francisco, Chris Van Hoof
Congestive heart failure patient monitoring using wearable Bio-impedance sensor technology. EMBC (2015)
Wan Chul Yoon, Sunhee Lee, Seulki Lee
Burst Analysis of Text Document for Automatic Concept Map Creation. IEA/AIE (2) (2014)
Rajkumar Chinnakonda Kubendran, Seulki Lee, Srinjoy Mitra, Refet Firat Yazicioglu
Error Correction Algorithm for High Accuracy Bio-Impedance Measurement in Wearable Healthcare Applications. IEEE Trans. Biomed. Circuits Syst. 8 (2) (2014)
Seulki Lee, Achal Shah, Wan Chul Yoon
Visual information search based on knowledge schema modeling. IIiX (2014)
Seulki Lee, Carlos Agell, Salvatore Polito, Ruud J. M. Vullers, Julien Penders
A low power and convenient bio-impedance monitor, and its application to respiration monitoring. Wireless Health (2013)
Seulki Lee, Hoi-Jun Yoo
Low Power and Self-Reconfigurable WBAN Controller for Continuous Bio-Signal Monitoring System. IEEE Trans. Biomed. Circuits Syst. 7 (2) (2013)
Sunjoo Hong, Seulki Lee, Taehwan Roh, Hoi-Jun Yoo
A 46 μW motion artifact reduction bio-signal sensor with ICA based adaptive DC level control for sleep monitoring system. CICC (2012)
Tuan Anh Nguyen, Seulki Lee, Jong Sou Park
Design and Implementation of Embedded Hardware and Software Architecture in an Unmanned Airship. HPCC-ICESS (2012)
Seulki Lee, Minsam Ko, Keejun Han, Jae-Gil Lee
On Finding Fine-Granularity User Communities by Profile Decomposition. ASONAM (2012)
Seulki Lee, Long Yan, Taehwan Roh, Sunjoo Hong, Hoi-Jun Yoo
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 47 (1) (2012)
Seulki Lee, Taehwan Roh, Sunjoo Hong, Hoi-Jun Yoo
A 2.1µW real-time reconfigurable wearable BAN controller with dual linked list structure. ISCAS (2012)
Long Yan, Joonsung Bae, Seulki Lee, Taehwan Roh, Kiseok Song, Hoi-Jun Yoo
A 3.9 mW 25-Electrode Reconfigured Sensor for Wearable Cardiac Monitoring System. IEEE J. Solid State Circuits 46 (1) (2011)
Kiseok Song, Long Yan, Seulki Lee, Jerald Yoo, Hoi-Jun Yoo
A Wirelessly Powered Electro-Acupuncture Based on Adaptive Pulsewidth Monophase Stimulation. IEEE Trans. Biomed. Circuits Syst. 5 (2) (2011)
Seulki Lee, Long Yan, Taehwan Roh, Sunjoo Hong, Hoi-Jun Yoo
The Smart Patches and Wearable Band (W-Band) for comfortable sleep monitoring system. EMBC (2011)
Seulki Lee, Long Yan, Taehwan Roh, Sunjoo Hong, Hoi-Jun Yoo
A 75μW real-time scalable network controller and a 25μW ExG sensor IC for compact sleep-monitoring applications. ISSCC (2011)
Long Yan, Joonsung Bae, Seulki Lee, Binhee Kim, Taehwan Roh, Kiseok Song, Hoi-Jun Yoo
A 3.9mW 25-electrode reconfigured thoracic impedance/ECG SoC with body-channel transponder. ISSCC (2010)
Seulki Lee, Seungwook Paek, Hoi-Jun Yoo
Live demonstration: A real-time compensated inductive transceiver for wearable MP3 player system on multi-layered planar fashionable circuit board. ISCAS (2010)
Manish Pokharel, Seulki Lee, Jong Sou Park
Disaster Recovery for System Architecture Using Cloud Computing. SAINT (2010)
Kiseok Song, Seulki Lee, Hoi-Jun Yoo
A wirelessly-powered electro-acupuncture based on Adaptive Pulse Width Mono-Phase stimulation. ISCAS (2010)
Jerald Yoo, Long Yan, Seulki Lee, Yongsang Kim, Hoi-Jun Yoo
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 45 (1) (2010)
Seulki Lee, Kiseok Song, Jerald Yoo, Hoi-Jun Yoo
A Low-Energy Inductive Coupling Transceiver With Cm-Range 50-Mbps Data Communication in Mobile Device Applications. IEEE J. Solid State Circuits 45 (11) (2010)
Seulki Lee, Jerald Yoo, Hoi-Jun Yoo
A 4.78 µs Dynamic Compensated Inductive Coupling Transceiver for Ubiquitous and Wearable Body Sensor Network. IEICE Trans. Commun. (11) (2010)
Seulki Lee, Binhee Kim, Taehwan Roh, Sunjoo Hong, Hoi-Jun Yoo
Arm-band type textile-MP3 player with multi-layer Planar Fashionable Circuit Board (P-FCB) techniques. ISWC (2010)
Seulki Lee, Seungwook Paek, Hoi-Jun Yoo
A real-time compensated inductive transceiver for wearable MP3 player system on multi-layered planar fashionable circuit board. ISCAS (2010)
Jerald Yoo, Long Yan, Seulki Lee, Hyejung Kim, Hoi-Jun Yoo
A Wearable ECG Acquisition System With Compact Planar-Fashionable Circuit Board-Based Shirt. IEEE Trans. Inf. Technol. Biomed. 13 (6) (2009)
Jerald Yoo, Seulki Lee, Hoi-Jun Yoo
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 44 (11) (2009)
Jerald Yoo, Long Yan, Seulki Lee, Hyejung Kim, Binhee Kim, Hoi-Jun Yoo
An Attachable ECG Sensor Bandage with Planar-Fashionable Circuit Board. ISWC (2009)
Seulki Lee, Jerald Yoo, Hoi-Jun Yoo
A 200-Mbps 0.02-nJ/b Dual-Mode Inductive Coupling Transceiver for cm-Range Multimedia Application. IEEE Trans. Circuits Syst. I Regul. Pap. (5) (2009)
Seulki Lee, Jerald Yoo, Hoi-Jun Yoo
A wearable inductor channel design for blood pressure monitoring system in daily life. PervasiveHealth (2009)
Jerald Yoo, Long Yan, Seulki Lee, Yongsang Kim, Hyejung Kim, Binhee Kim, Hoi-Jun Yoo
A 5.2mW self-configured wearable body sensor network controller and a 12µW 54.9% efficiency wirelessly powered sensor for continuous health monitoring system. ISSCC (2009)
Seulki Lee, Jerald Yoo, Hoi-Jun Yoo
A 200Mbps 0.02nJ/b dual-mode inductive coupling transceiver for cm-range interconnection. ISCAS (2008)