Sangwon Seo

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 27

Top Topics

Selection Algorithm

Imitation Learning

Biomedical Informatics

Top Venues

IEEE J. Biomed. Health Informatics

Publications

Sangwon Seo, Vaibhav V. Unhelkar
IDIL: Imitation Learning of Intent-Driven Expert Behavior. AAMAS (2024)
Sangwon Seo, Vaibhav V. Unhelkar
IDIL: Imitation Learning of Intent-Driven Expert Behavior. CoRR (2024)
Sangwon Seo
AI-Assisted Human Teamwork. AAAI (2024)
Sangwon Seo, Bing Han, Vaibhav V. Unhelkar
Automated Task-Time Interventions to Improve Teamwork using Imitation Learning. AAMAS (2023)
Sangwon Seo, Bing Han, Vaibhav V. Unhelkar
Automated Task-Time Interventions to Improve Teamwork using Imitation Learning. CoRR (2023)
Jaewook Lee, Sangwon Seo, Haneul Ko
UAV-Based Data Collection and Wireless Power Transfer System with Deep Reinforcement Learning. ICOIN (2023)
Seyed Samie Mostafavi, Vishnu Narayanan Moothedath, Stefan Rönngren, Neelabhro Roy, Gourav Prateek Sharma, Sangwon Seo, Manuel Osvaldo Jesus Olguin Muñoz, James Gross
ExPECA: An Experimental Platform for Trustworthy Edge Computing Applications. CoRR (2023)
Jaewook Lee, Haneul Ko, Sangwon Seo, Sangheon Pack
Data Distribution-Aware Online Client Selection Algorithm for Federated Learning in Heterogeneous Networks. IEEE Trans. Veh. Technol. 72 (1) (2023)
Seyed Samie Mostafavi, Vishnu Narayanan Moothedath, Stefan Rönngren, Neelabhro Roy, Gourav Prateek Sharma, Sangwon Seo, Manuel Osvaldo Jesus Olguin Muñoz, James Gross
ExPECA: An Experimental Platform for Trustworthy Edge Computing Applications. sec (2023)
Haneul Ko, Jaewook Lee, Sangwon Seo, Sangheon Pack, Victor C. M. Leung
Joint Client Selection and Bandwidth Allocation Algorithm for Federated Learning. IEEE Trans. Mob. Comput. 22 (6) (2023)
Sangwon Seo, Jaewook Lee, Haneul Ko, Sangheon Pack
Situation-Aware Cluster and Quantization Level Selection Algorithm for Fast Federated Learning. IEEE Internet Things J. 10 (15) (2023)
Youbin Jeon, Hyeonjae Jeong, Sangwon Seo, Taeyun Kim, Haneul Ko, Sangheon Pack
A Distributed NWDAF Architecture for Federated Learning in 5G. ICCE (2022)
Sangwon Seo, Vaibhav V. Unhelkar
Semi-Supervised Imitation Learning of Team Policies from Suboptimal Demonstrations. IJCAI (2022)
Sangwon Seo, Vaibhav V. Unhelkar
Semi-Supervised Imitation Learning of Team Policies from Suboptimal Demonstrations. CoRR (2022)
Sangwon Seo, Jaewook Lee, Haneul Ko, Sangheon Pack
Performance-Aware Client and Quantization Level Selection Algorithm for Fast Federated Learning. WCNC (2022)
Taeyun Kim, Joonwoo Kim, Haneul Ko, Sangwon Seo, Youbin Jeon, Hyeonjae Jeong, Seunghyun Lee, Sangheon Pack
An Implementation Study of Network Data Analytic Function in 5G. ICCE (2022)
Jihyeon Lee, Sangwon Seo, Taehun Yang, Soochang Park
AI-aided Hidden Camera Detection and Localization based on Raw IoT Network Traffic. LCN (2022)
Minsu Jang, Sangwon Seo, Dohyung Kim, Jaeyeon Lee, Jaehong Kim, Jun-Hwan Ahn
VOTE400(Voide Of The Elderly 400 Hours): A Speech Dataset to Study Voice Interface for Elderly-Care. CoRR (2021)
Hongrok Choi, Sangwon Seo, Daeyoung Jung, Sangheon Pack, Min Wook Kang, Yun Won Chung, Hyungjun Joo, Kyungran Kang
Design and implementation of integrated tactical mobility testbed. ICT Express 7 (1) (2021)
Sangwon Seo, Lauren R. Kennedy-Metz, Marco A. Zenati, Julie A. Shah, Roger D. Dias, Vaibhav V. Unhelkar
Towards an AI Coach to Infer Team Mental Model Alignment in Healthcare. CoRR (2021)
Sangwon Seo, Lauren R. Kennedy-Metz, Marco A. Zenati, Julie A. Shah, Roger D. Dias, Vaibhav V. Unhelkar
Towards an AI Coach to Infer Team Mental Model Alignment in Healthcare. CogSIMA (2021)
Hongrok Choi, Sangwon Seo, Daeyoung Jung, Sangheon Pack
On Performance of Distributed Mobility Management in Tactical Networks. ICTC (2020)
Sangwon Seo, Sangbae Yun, Jae-Hong Kim, Inkyo Kim, Seongwook Jin, Seungryoul Maeng
H-TLA: Hybrid-Based and Two-Level Addressing Architecture for IoT Devices and Services. IEICE Trans. Inf. Syst. (8) (2020)
Sangwon Seo, Kang Eun Jeon, Soochang Park
Reliable Mobile-Proximity Interaction Mechanism Based on BLE Beacon-Initiated Notification. VTC Fall (2019)
WonDeuk Yoon, Yunho Lee, Hyangseok Chae, Sangwon Seo, Sehyeon Heo, Nakyung Lee, Kiwoong Kwon, Daeyoung Kim
HERMES: GS1-based Smart City Service Intercommunity. ISC2 (2018)
Su-Hwan Hwang, Sangwon Seo, Hee Nam Yoon, Da Woon Jung, Hyun Jae Baek, Jaegeol Cho, Jaewon Choi, Yu-Jin Lee, Do-Un Jeong, Kwang Suk Park
Sleep Period Time Estimation Based on Electrodermal Activity. IEEE J. Biomed. Health Informatics 21 (1) (2017)
Sungjun Kwon, Dongseok Lee, Jeehoon Kim, Youngki Lee, Seungwoo Kang, Sangwon Seo, Kwang Suk Park
Sinabro: A Smartphone-Integrated Opportunistic Electrocardiogram Monitoring System. Sensors 16 (3) (2016)
Sangwon Seo, Jae-Hong Kim, Sangbae Yun, Jaehyuk Huh, Seungryoul Maeng
HePA: Hexagonal Platform Architecture for Smart Home Things. ICPADS (2015)
Jeehoon Kim, Sungjun Kwon, Sangwon Seo, Kwang Suk Park
Highly wearable galvanic skin response sensor using flexible and conductive polymer foam. EMBC (2014)
Seungwoo Kang, Sungjun Kwon, Chungkuk Yoo, Sangwon Seo, Kwang Suk Park, Junehwa Song, Youngki Lee
Sinabro: opportunistic and unobtrusive mobile electrocardiogram monitoring system. HotMobile (2014)
Ronald G. Dreslinski, David Fick, Bharan Giridhar, Gyouho Kim, Sangwon Seo, Matthew Fojtik, Sudhir Satpathy, Yoonmyung Lee, Daeyeon Kim, Nurrachman Liu, Michael Wieckowski, Gregory K. Chen, Dennis Sylvester, David T. Blaauw, Trevor N. Mudge
Centip3De: a many-core prototype exploring 3D integration and near-threshold computing. Commun. ACM 56 (11) (2013)
David Fick, Ronald G. Dreslinski, Bharan Giridhar, Gyouho Kim, Sangwon Seo, Matthew Fojtik, Sudhir Satpathy, Yoonmyung Lee, Daeyeon Kim, Nurrachman Liu, Michael Wieckowski, Gregory K. Chen, Trevor N. Mudge, David T. Blaauw, Dennis Sylvester
Centip3De: A Cluster-Based NTC Architecture With 64 ARM Cortex-M3 Cores in 3D Stacked 130 nm CMOS. IEEE J. Solid State Circuits 48 (1) (2013)
Ronald G. Dreslinski, David Fick, Bharan Giridhar, Gyouho Kim, Sangwon Seo, Matthew Fojtik, Sudhir Satpathy, Yoonmyung Lee, Daeyeon Kim, Nurrachman Liu, Michael Wieckowski, Gregory K. Chen, Dennis Sylvester, David T. Blaauw, Trevor N. Mudge
Centip3De: A 64-Core, 3D Stacked Near-Threshold System. IEEE Micro 33 (2) (2013)
Sangwon Seo, Ronald G. Dreslinski, Mark Woh, Yongjun Park, Chaitali Chakrabarti, Scott A. Mahlke, David T. Blaauw, Trevor N. Mudge
Process variation in near-threshold wide SIMD architectures. DAC (2012)
Yongjun Park, Sangwon Seo, Hyunchul Park, Hyoun Kyu Cho, Scott A. Mahlke
SIMD defragmenter: efficient ILP realization on data-parallel architectures. ASPLOS (2012)
Jae-Hong Kim, Sangwon Seo, Dawoon Jung, Jin-Soo Kim, Jaehyuk Huh
Parameter-Aware I/O Management for Solid State Disks (SSDs). IEEE Trans. Computers 61 (5) (2012)
Ronald G. Dreslinski, David Fick, Bharan Giridhar, Gyouho Kim, Sangwon Seo, Matthew Fojtik, Sudhir Satpathy, Yoonmyung Lee, Daeyeon Kim, Nurrachman Liu, Michael Wieckowski, Gregory K. Chen, Trevor N. Mudge, Dennis Sylvester, David T. Blaauw
Centip3De: A 64-core, 3D stacked, near-threshold system. Hot Chips Symposium (2012)
David Fick, Ronald G. Dreslinski, Bharan Giridhar, Gyouho Kim, Sangwon Seo, Matthew Fojtik, Sudhir Satpathy, Yoonmyung Lee, Daeyeon Kim, Nurrachman Liu, Michael Wieckowski, Gregory K. Chen, Trevor N. Mudge, Dennis Sylvester, David T. Blaauw
Centip3De: A 3930DMIPS/W configurable near-threshold 3D stacked system with 64 ARM Cortex-M3 cores. ISSCC (2012)
Mark Woh, Yuan Lin, Sangwon Seo, Scott A. Mahlke, Trevor N. Mudge
Analyzing the Next Generation Software Defined Radio for Future Architectures. J. Signal Process. Syst. 63 (1) (2011)
Mark Woh, Sangwon Seo, Scott A. Mahlke, Trevor N. Mudge, Chaitali Chakrabarti, Krisztián Flautner
AnySP: Anytime Anywhere Anyway Signal Processing. IEEE Micro 30 (1) (2010)
Sangwon Seo, Ronald G. Dreslinski, Mark Woh, Chaitali Chakrabarti, Scott A. Mahlke, Trevor N. Mudge
Diet SODA: a power-efficient processor for digital cameras. ISLPED (2010)
Sangwon Seo, Edward J. Yoon, Jae-Hong Kim, Seongwook Jin, Jin-Soo Kim, Seungryoul Maeng
HAMA: An Efficient Matrix Computation with the MapReduce Framework. CloudCom (2010)
Ganesh S. Dasika, Mark Woh, Sangwon Seo, Nathan Clark, Trevor N. Mudge, Scott A. Mahlke
Mighty-morphing power-SIMD. CASES (2010)
Sangwon Seo, Ingook Jang, Kyungchang Woo, Inkyo Kim, Jin-Soo Kim, Seungryoul Maeng
HPMR: Prefetching and pre-shuffling in shared MapReduce computation environment. CLUSTER (2009)
Sangwon Seo, Mark Woh, Scott A. Mahlke, Trevor N. Mudge, Sunfaram Vijay, Chaitali Chakrabarti
Customizing wide-SIMD architectures for H.264. ICSAMOS (2009)
Mark Woh, Sangwon Seo, Scott A. Mahlke, Trevor N. Mudge, Chaitali Chakrabarti, Krisztián Flautner
AnySP: anytime anywhere anyway signal processing. ISCA (2009)
Mark Woh, Yuan Lin, Sangwon Seo, Scott A. Mahlke, Trevor N. Mudge, Chaitali Chakrabarti, Richard Bruce, Danny Kershaw, Alastair Reid, Mladen Wilder, Krisztián Flautner
From SODA to scotch: The evolution of a wireless baseband processor. MICRO (2008)
Mark Woh, Yuan Lin, Sangwon Seo, Trevor N. Mudge, Scott A. Mahlke
Analyzing the scalability of SIMD for the next generation software defined radio. ICASSP (2008)
Mark Woh, Sangwon Seo, Hyunseok Lee, Yuan Lin, Scott A. Mahlke, Trevor N. Mudge, Chaitali Chakrabarti, Krisztián Flautner
The Next Generation Challenge for Software Defined Radio. SAMOS (2007)
Sangwon Seo, Trevor N. Mudge, Yuming Zhu, Chaitali Chakrabarti
Design and Analysis of LDPC Decoders for Software Defined Radio. SiPS (2007)
Jinhyo Kim, Sangwon Seo
Fourier transformation can improve quadrature efficiency of Laplace distribution. Comput. Stat. 16 (2) (2001)