Sangwoo Park - researchr alias

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Viewing Publication 1 - 100 from 102

2024

2023

Learning with Limited Samples: Meta-Learning and Applications to Communication SystemsLisha Chen, Sharu Theresa Jose, Ivana Nikoloska, Sangwoo Park, Tianyi Chen, Osvaldo Simeone. ftsig, 17(2):79-208, 2023. [doi]

Calibrating AI Models for Few-Shot Demodulation VIA Conformal PredictionKfir M. Cohen, Sangwoo Park, Osvaldo Simeone, Shlomo Shamai Shitz. icassp 2023: 1-5 [doi]

Calibration-Aware Bayesian LearningJiayi Huang, Sangwoo Park, Osvaldo Simeone. mlsp 2023: 1-6 [doi]

Action Recognition Using Multi-stream 2D CNN with Deep Learning-Based Temporal ModalityKeonwoo Kang, Sangwoo Park, Hasil Park, Donggoo Kang, Joonki Paik. iccel 2023: 1-3 [doi]

Neural Filter Design for Frequency Selective Channel EqualizationWoojun Lee, Sangwoo Park, Dongwon Kim, Joonhyuk Kang. ccnc 2023: 1015-1019 [doi]

Fast-Convergent Federated Learning via Cyclic AggregationYoungjoon Lee, Sangwoo Park, Joonhyuk Kang. icip 2023: 2175-2179 [doi]

Byzantine-Resilient Federated Learning via Reverse AggregationYoungjoon Lee, Sangwoo Park, Joonhyuk Kang. vcc 2023: 98-102 [doi]

Continual Meta-Reinforcement Learning for UAV-Aided Vehicular Wireless NetworksRiccardo Marini, Sangwoo Park, Osvaldo Simeone, Chiara Buratti. icc 2023: 5664-5669 [doi]

Dynamic Regret Bounds for Constrained Online Nonconvex Optimization Based on Polyak-Lojasiewicz RegionsJulie Mulvaney-Kemp, Sangwoo Park, Ming Jin 0002, Javad Lavaei. tcns, 10(2):599-611, June 2023. [doi]

Distributed Power System State Estimation Using Graph Convolutional Neural NetworksSangwoo Park, Fernando Gama, Javad Lavaei, Somayeh Sojoudi. hicss 2023: 2756-2765 [doi]

Modular Model-Based Bayesian Learning for Uncertainty-Aware and Reliable Deep MIMO ReceiversTomer Raviv, Sangwoo Park, Osvaldo Simeone, Nir Shlezinger. icc 2023: 1032-1037 [doi]

Online Meta-Learning for Hybrid Model-Based Deep ReceiversTomer Raviv, Sangwoo Park, Osvaldo Simeone, Yonina C. Eldar, Nir Shlezinger. TWC, 22(10):6415-6431, October 2023. [doi]

Inter-Mode-Interference-Aware OAM Detector via Deep LearningSeonghoon Yoo, Jiwan Seo, Sangwoo Park, Joonhyuk Kang. pimrc 2023: 1-6 [doi]

Robust Bayesian Learning for Reliable Wireless AI: Framework and ApplicationsMatteo Zecchin, Sangwoo Park, Osvaldo Simeone, Marios Kountouris, David Gesbert. tccn, 9(4):897-912, August 2023. [doi]

2022

Design of Spiral-Cable Forearm Exoskeleton to Assist Supination for Hemiparetic Stroke SubjectsAva Chen, Lauren Winterbottom, Katherine O'Reilly, Sangwoo Park, Dawn Nilsen, Joel Stein, Matei T. Ciocarlie. icorr 2022: 1-6 [doi]

Thumb Stabilization and Assistance in a Robotic Hand Orthosis for Post-Stroke HemiparesisAva Chen, Lauren Winterbottom, Sangwoo Park, Jingxi Xu, Dawn Nilsen, Joel Stein, Matei T. Ciocarlie. biorob 2022: 1-7 [doi]

Bayesian Active Meta-Learning for Reliable and Efficient AI-Based DemodulationKfir M. Cohen, Sangwoo Park, Osvaldo Simeone, Shlomo Shamai. tsp, 70:5366-5380, 2022. [doi]

Information-Theoretic Analysis of Epistemic Uncertainty in Bayesian Meta-learningSharu Theresa Jose, Sangwoo Park, Osvaldo Simeone. aistats 2022: 9758-9775 [doi]

Block-Fading Non-Stationary Channel Estimation for MIMO-OFDM Systems via Meta-LearningDongwon Kim, Sangwoo Park, Jinkyu Kang, Joonhyuk Kang. icl, 26(12):2924-2928, 2022. [doi]

Risk Prediction Models for Mortality using Nursing Records in Intensive Care Patients: A Systematic ReviewMihui Kim, Sangwoo Park, ChangHwan Kim, Mona Choi. amia 2022: [doi]

2-Stable Speed Estimator for BLDCM Servo System ApplicationsKwan Soo Kim, Sangwoo Park, Seok-Kyoon Kim, Hyun-Ho Kang, Choon Ki Ahn. tcasII, 69(6):2822-2826, 2022. [doi]

Accelerated Federated Learning via Greedy AggregationYoungjoon Lee, Sangwoo Park, Jin-Hyun Ahn, Joonhyuk Kang. icl, 26(12):2919-2923, 2022. [doi]

Advanced Information Data-interactive Learning System Effect for Creative Design ProjectSangwoo Park, Inseop Lee, Junseok Lee, Sanghun Sul. itiis, 16(8):2831-2845, 2022. [doi]

Continual Learning With Speculative Backpropagation and Activation HistorySangwoo Park, Taeweon Suh. access, 10:38555-38564, 2022. [doi]

Fi-Vi: Large-Area Indoor Localization Scheme Combining ML/DL-Based Wireless Fingerprinting and Visual PositioningSangwoo Park, Dong-Ho Kim, Cheolwoo You. access, 10:127094-127116, 2022. [doi]

GalaxyWater-CNN: Prediction of Water Positions on the Protein Structure by a 3D-Convolutional Neural NetworkSangwoo Park, Chaok Seok. jcisd, 62(13):3157-3168, 2022. [doi]

An Efficient Homotopy Method for Solving the Post-Contingency Optimal Power Flow to Global OptimalitySangwoo Park, Elizabeth Glista, Javad Lavaei, Somayeh Sojoudi. access, 10:124960-124978, 2022. [doi]

Predicting Flat-Fading Channels via Meta-Learned Closed-Form Linear Filters and Equilibrium PropagationSangwoo Park, Osvaldo Simeone. icassp 2022: 8817-8821 [doi]

Speeding up Training of Linear Predictors for Multi-Antenna Frequency-Selective Channels via Meta-LearningSangwoo Park, Osvaldo Simeone. entropy, 24(10):1363, 2022. [doi]

A PosterioriJunghaa Seo, Sangwoo Park, Joonhyuk Kang. ict-express, 8(2):220-224, 2022. [doi]

Adaptive Semi-Supervised Intent Inferral to Control a Powered Hand Orthosis for StrokeJingxi Xu, Cassie Meeker, Ava Chen, Lauren Winterbottom, Michaela Fraser, Sangwoo Park, Lynne M. Weber, Mitchell Miya, Dawn Nilsen, Joel Stein, Matei T. Ciocarlie. icra 2022: 8097-8103 [doi]

CeRA-eSP: Code-Expanded Random Access to Enhance Success Probability of Massive MTCJiseung Youn, Joohan Park, Joohyun Oh, Soohyeong Kim, Seyoung Ahn, Sunghyun Cho, Sangwoo Park, Cheolwoo You. sensors, 22(20):7959, 2022. [doi]

Uniqueness of Power Flow Solutions Using Graph-Theoretic NotionsHaixiang Zhang, Sangwoo Park, Javad Lavaei, Ross Baldick. tcns, 9(1):100-112, 2022. [doi]

2021

Learning to Learn to Demodulate with Uncertainty Quantification via Bayesian Meta-LearningKfir M. Cohen, Sangwoo Park, Osvaldo Simeone, Shlomo Shamai. wsa 2021: 1-6 [doi]

GalaxyWater-wKGB: Prediction of Water Positions on Protein Structure Using wKGB Statistical PotentialLim Heo, Sangwoo Park, Chaok Seok. jcisd, 61(5):2283-2293, 2021. [doi]

Uniqueness of Power Flow Solutions Using Monotonicity and Network TopologySangwoo Park, Richard Y. Zhang, Javad Lavaei, Ross Baldick. tcns, 8(1):319-330, 2021. [doi]

Nonlinear Least Absolute Value Estimator for Topology Error Detection and Robust State EstimationSangwoo Park, Reza Mohammadi-Ghazi, Javad Lavaei. access, 9:137198-137210, 2021. [doi]

Effect of Brain and Pulse Waves on Safety Consciousness and Safety Commitment of Workers at Construction SitesYoung-Jun Park, Un-Na Lim, Sangwoo Park, Jae-Han Shin. sensors, 21(8):2753, 2021. [doi]

Diminishing Regret for Online Nonconvex OptimizationSangwoo Park, Julie Mulvaney-Kemp, Ming Jin 0002, Javad Lavaei. amcc 2021: 978-985 [doi]

Learning to Demodulate From Few Pilots via Offline and Online Meta-LearningSangwoo Park, Hyeryung Jang, Osvaldo Simeone, Joonhyuk Kang. tsp, 69:226-239, 2021. [doi]

Meta-ViterbiNet: Online Meta-Learned Viterbi Equalization for Non-Stationary ChannelsTomer Raviv, Sangwoo Park, Nir Shlezinger, Osvaldo Simeone, Yonina C. Eldar, Joonhyuk Kang. icc 2021: 1-6 [doi]

Adversarial, yet Friendly Signal Design for Secured Wireless CommunicationJunghaa Seo, Sangwoo Park, Joonhyuk Kang. wcnc 2021: 1-7 [doi]

2020

SdBAN: Salient Object Detection Using Bilateral Attention Network With Dice Coefficient LossDonggoo Kang, Sangwoo Park, Joonki Paik. access, 8:104357-104370, 2020. [doi]

Coarse to Fine: Progressive and Multi-Task Learning for Salient Object DetectionDonggoo Kang, Sangwoo Park, Joonki Paik. icpr 2021: 1491-1498 [doi]

Speculative Backpropagation for CNN Parallel TrainingSangwoo Park, Taeweon Suh. access, 8:215365-215374, 2020. [doi]

Homotopy Method for Finding the Global Solution of Post-contingency Optimal Power FlowSangwoo Park, Elizabeth Glista, Javad Lavaei, Somayeh Sojoudi. amcc 2020: 1830-1837 [doi]

Homotopy Method for Finding the Global Solution of Post-contingency Optimal Power FlowSangwoo Park, Elizabeth Glista, Javad Lavaei, Somayeh Sojoudi. amcc 2020: 3126-3133 [doi]

Meta-Learning to Communicate: Fast End-to-End Training for Fading ChannelsSangwoo Park, Osvaldo Simeone, Joonhyuk Kang. icassp 2020: 5075-5079 [doi]

End-to-End Fast Training of Communication Links Without a Channel Model via Online Meta-LearningSangwoo Park, Osvaldo Simeone, Joonhyuk Kang. spawc 2020: 1-5 [doi]

From Learning to Meta-Learning: Reduced Training Overhead and Complexity for Communication SystemsOsvaldo Simeone, Sangwoo Park, Joonhyuk Kang. 6gsummit 2020: 1-5 [doi]

2019

Performance Evaluation: Two Flood-Cancellation Methods of the Blocking Expanding Ring Searches on the AODV/WiFi MANET EnvironmentKwi-Yil Gwak, Sangwoo Park, JooSeok Song. icact 2019: 239-248 [doi]

Improved Center and Scale Prediction-Based Pedestrian Detection Using Convolutional BlockDonggeun Kim, Sangwoo Park, Donggoo Kang, Joonki Paik. icce-berlin 2019: 418-419 [doi]

Multimodal Sensing and Interaction for a Robotic Hand OrthosisSangwoo Park, Cassie Meeker, Lynne M. Weber, Lauri Bishop, Joel Stein, Matei T. Ciocarlie. ral, 4(2):315-322, 2019. [doi]

Establishment of an IoT-based smart factory and data analysis model for the quality management of SMEs die-casting companies in KoreaSangwoo Park, Changgyun Kim, Sekyoung Youm. ijdsn, 15(10), 2019. [doi]

Monotonicity Between Phase Angles and Power Flow and Its Implications for the Uniqueness of SolutionsSangwoo Park, Richard Y. Zhang, Javad Lavaei, Ross Baldick. hicss 2018: 1-10 [doi]

Topology Error Detection and Robust State Estimation Using Nonlinear Least Absolute ValueSangwoo Park, Reza Mohammadi-Ghazi, Javad Lavaei. amcc 2019: 5505-5512 [doi]

Learning How to Demodulate from Few Pilots via Meta-LearningSangwoo Park, Hyeryung Jang, Osvaldo Simeone, Joonhyuk Kang. spawc 2019: 1-5 [doi]

EEG-based Gait State and Gait Intention Recognition Using Spatio-Spectral Convolutional Neural NetworkSangwoo Park, Frank C. Park 0001, Junhyuk Choi, Hyungmin Kim. bci3 2019: 1-3 [doi]

Driver Drowsiness Detection Using Condition-Adaptive Representation Learning FrameworkJongmin Yu, Sangwoo Park, Sangwook Lee, Moongu Jeon. tits, 20(11):4206-4218, 2019. [doi]

2018

Energy efficiency enhancement on cloud and edge processing by dynamic RRH selectionJinyeop Na, Jeongwan Koh, Sangwoo Park, Joonhyuk Kang. ccnc 2018: 1-6 [doi]

Full-Duplex Cooperative Cognitive Radio Networks with Simultaneous Transmit and Receive Antennas in MIMO ChannelsSangwoo Park, Iickho Song, SeungWon Lee, Seokho Yoon. ieicet, 101-B(8):1903-1915, 2018. [doi]

Design and Development of Effective Transmission Mechanisms on a Tendon Driven Hand Orthosis for Stroke PatientsSangwoo Park, Lynne M. Weber, Lauri Bishop, Joel Stein, Matei T. Ciocarlie. icra 2018: 2281-2287 [doi]

5G K-Simulator: Link Level Simulator for 5GGiseung Park, Sangwoo Park, Junyeong Seo, Jungho So, Woowan Wang, Seungmin Yoo, Seung Chan Lim, Jihoon Chung, Myungsik Cho, Daehan Ha, Joonhyuk Kang, Hyuncheol Park, Youngchul Sung. dyspan 2018: 1-2 [doi]

Segmentation-Based Color Channel Registration for Disparity Estimation of Dual Color-Filtered Aperture CameraShuxiang Song, Sangwoo Park, Joonki Paik. sensors, 18(10):3174, 2018. [doi]

Introducing Smart Pillow Using Actuator Mechanism, Pressure Sensors, and Deep Learning-Based ASRSeung-Hee Yang, Sangwoo Park, Taemyung Yang, Ilhyung Jin, Wooil Kim, Chingwei Liu, Seong-Woo Kim, JuHyun Eune. aughuman 2018: [doi]

2017

EMG pattern classification to control a hand orthosis for functional grasp assistance after strokeCassie Meeker, Sangwoo Park, Lauri Bishop, Joel Stein, Matei T. Ciocarlie. icorr 2017: 1203-1210 [doi]

Learning Feature Representation for Face VerificationSangwoo Park, Jongmin Yu, Moongu Jeon. avss 2017: 1-6 [doi]

2016

A computationally efficient scheme for feature extraction with kernel discriminant analysisHwang-Ki Min, Yuxi Hou, Sangwoo Park, Iickho Song. PR, 50:45-55, 2016. [doi]

Full-duplex communication in cooperative cognitive radio networks: Preliminary resultsSangwoo Park, Jin-Hyun Ahn, SeungWon Lee, Iickho Song. sarnoff 2016: 1-2 [doi]

On the feasibility of wearable exotendon networks for whole-hand movement patterns in stroke patientsSangwoo Park, Lauri Bishop, Tara Post, Yuchen Xiao, Joel Stein, Matei T. Ciocarlie. icra 2016: 3729-3735 [doi]

Effect of simultaneous transmit and receive antennas on cooperative cognitive radio networksSangwoo Park, Iickho Song, SeungWon Lee, Jin-Hyun Ahn. mwscas 2016: 1-4 [doi]

Correction to "A Unifying Variational Perspective on Some Fundamental Information Theoretic Inequalities"Sangwoo Park, Erchin Serpedin, Khalid A. Qaraqe. TIT, 62(7):4356-4357, 2016. [doi]

Representation Learning, Scene Understanding, and Feature Fusion for Drowsiness DetectionJongmin Yu, Sangwoo Park, Sangwook Lee, Moongu Jeon. ACCV 2017: 165-177 [doi]

2013

2012

2011

Word-based FCSRs with fast software implementationsDong Hoon Lee 0002, Sangwoo Park. jcn, 13(1):1-5, 2011. [doi]

2008

Guaranteed Dynamic Scheduling of Ultra-Reliable Low-Latency Traffic via Conformal PredictionKfir M. Cohen, Sangwoo Park, Osvaldo Simeone, Petar Popovski, Shlomo Shamai. spl, 15:473-477, 2008. [doi]

Cryptanalysis of Sosemanuk and SNOW 2.0 Using Linear MasksJung-Keun Lee, Dong Hoon Lee 0002, Sangwoo Park. asiacrypt 2008: 524-538 [doi]

2006

Collision Search Attack for 53-Step HAS-160Hong-Su Cho, Sangwoo Park, Soo Hak Sung, Aaram Yun. icisc 2006: 286-295 [doi]

Cryptanalysis of the Full HAVAL with 4 and 5 PassesHongbo Yu, Xiaoyun Wang, Aaram Yun, Sangwoo Park. fse 2006: 89-110 [doi]

2005

Cryptanalysis of Some Group-Oriented Proxy Signature SchemesJe Hong Park, Bo Gyeong Kang, Sangwoo Park. wisa 2006: 10-24 [doi]

Finding Collision on 45-Step HAS-160Aaram Yun, Soo Hak Sung, Sangwoo Park, Donghoon Chang, Seokhie Hong, Hong-Su Cho. icisc 2006: 146-155 [doi]

2003

2002

1998

Two Efficient Algorithms for Arithmetic of Elliptic Curves Using Frobenius MapJung Hee Cheon, Sung-Mo Park, Sangwoo Park, Daeho Kim. pkc 1998: 195-202 [doi]

How to construct balanced Boolean functions with good global avalanche characteristicsSangwoo Park, Seongtaek Chee, Choonsik Park, Soo Hak Sung. icisc 1998: 121-130

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