Sangwoo Park

ORCID

Publication Activity (10 Years)

Years Active: 1994-2024
Publications (10 Years): 116

Top Venues

Publications

Kfir M. Cohen, Sangwoo Park, Osvaldo Simeone, Shlomo Shamai
Cross-Validation Conformal Risk Control. CoRR (2024)
Matteo Zecchin, Sangwoo Park, Osvaldo Simeone, Fredrik Hellström
Generalization and Informativeness of Conformal Prediction. CoRR (2024)
Sangwoo Park, Kfir M. Cohen, Osvaldo Simeone
Few-Shot Calibration of Set Predictors via Meta-Learned Cross-Validation-Based Conformal Prediction. IEEE Trans. Pattern Anal. Mach. Intell. 46 (1) (2024)
Jimin Lee, Sangwoo Park, Junho Huh, Sanghyo Jeong, Inhwan Kim, Jae Min Kim
SR: Immediate Interrupt Service Routine on RISC-V MCU to Control mmWave RF Transceivers. DATE (2024)
Seonghoon Yoo, Jiwan Seo, Sangwoo Park, Joonhyuk Kang
Inter-Mode-Interference-Aware OAM Detector via Deep Learning. PIMRC (2023)
Jiechen Chen, Sangwoo Park, Osvaldo Simeone
Agreeing to Stop: Reliable Latency-Adaptive Decision Making via Ensembles of Spiking Neural Networks. CoRR (2023)
Youngjoon Lee, Sangwoo Park, Joonhyuk Kang
Fast-Convergent Federated Learning via Cyclic Aggregation. ICIP (2023)
Tomer Raviv, Sangwoo Park, Osvaldo Simeone, Nir Shlezinger
Modular Model-Based Bayesian Learning for Uncertainty-Aware and Reliable Deep MIMO Receivers. ICC Workshops (2023)
Woojun Lee, Sangwoo Park, Dongwon Kim, Joonhyuk Kang
Neural Filter Design for Frequency Selective Channel Equalization. CCNC (2023)
Jiechen Chen, Sangwoo Park, Osvaldo Simeone
SpikeCP: Delay-Adaptive Reliable Spiking Neural Networks via Conformal Prediction. CoRR (2023)
Kfir M. Cohen, Sangwoo Park, Osvaldo Simeone, Shlomo Shamai Shitz
Calibrating AI Models for Few-Shot Demodulation VIA Conformal Prediction. ICASSP (2023)
Riccardo Marini, Sangwoo Park, Osvaldo Simeone, Chiara Buratti
Continual Meta-Reinforcement Learning for UAV-Aided Vehicular Wireless Networks. ICC (2023)
Lisha Chen, Sharu Theresa Jose, Ivana Nikoloska, Sangwoo Park, Tianyi Chen, Osvaldo Simeone
Learning with Limited Samples: Meta-Learning and Applications to Communication Systems. Found. Trends Signal Process. 17 (2) (2023)
Meiyi Zhu, Matteo Zecchin, Sangwoo Park, Caili Guo, Chunyan Feng, Osvaldo Simeone
Federated Inference with Reliable Uncertainty Quantification over Wireless Channels via Conformal Prediction. CoRR (2023)
Sangwoo Park, Fernando Gama, Javad Lavaei, Somayeh Sojoudi
Distributed Power System State Estimation Using Graph Convolutional Neural Networks. HICSS (2023)
Matteo Zecchin, Sangwoo Park, Osvaldo Simeone, Marios Kountouris, David Gesbert
Robust Bayesian Learning for Reliable Wireless AI: Framework and Applications. IEEE Trans. Cogn. Commun. Netw. 9 (4) (2023)
Tomer Raviv, Sangwoo Park, Osvaldo Simeone, Yonina C. Eldar, Nir Shlezinger
Adaptive and Flexible Model-Based AI for Deep Receivers in Dynamic Channels. CoRR (2023)
Jiayi Huang, Sangwoo Park, Osvaldo Simeone
Calibration-Aware Bayesian Learning. MLSP (2023)
Yunchuan Zhang, Sangwoo Park, Osvaldo Simeone
Bayesian Optimization with Formal Safety Guarantees via Online Conformal Prediction. CoRR (2023)
Tomer Raviv, Sangwoo Park, Osvaldo Simeone, Nir Shlezinger
Modular Model-Based Bayesian Learning for Uncertainty-Aware and Reliable Deep MIMO Receivers. CoRR (2023)
Sangwoo Park, Osvaldo Simeone
Quantum Conformal Prediction for Reliable Uncertainty Quantification in Quantum Machine Learning. CoRR (2023)
Julie Mulvaney-Kemp, Sangwoo Park, Ming Jin, Javad Lavaei
Dynamic Regret Bounds for Constrained Online Nonconvex Optimization Based on Polyak-Lojasiewicz Regions. IEEE Trans. Control. Netw. Syst. 10 (2) (2023)
Keonwoo Kang, Sangwoo Park, Hasil Park, Donggoo Kang, Joonki Paik
Action Recognition Using Multi-stream 2D CNN with Deep Learning-Based Temporal Modality. ICCE (2023)
Matteo Zecchin, Sangwoo Park, Osvaldo Simeone
Forking Uncertainties: Reliable Prediction and Model Predictive Control with Sequence Models via Conformal Risk Control. CoRR (2023)
Jiayi Huang, Sangwoo Park, Osvaldo Simeone
Calibration-Aware Bayesian Learning. CoRR (2023)
Tomer Raviv, Sangwoo Park, Osvaldo Simeone, Yonina C. Eldar, Nir Shlezinger
Online Meta-Learning for Hybrid Model-Based Deep Receivers. IEEE Trans. Wirel. Commun. 22 (10) (2023)
Kfir M. Cohen, Sangwoo Park, Osvaldo Simeone, Petar Popovski, Shlomo Shamai
Guaranteed Dynamic Scheduling of Ultra-Reliable Low-Latency Traffic via Conformal Prediction. CoRR (2023)
Dongwon Kim, Sangwoo Park, Jinkyu Kang, Joonhyuk Kang
Block-Fading Non-Stationary Channel Estimation for MIMO-OFDM Systems via Meta-Learning. IEEE Commun. Lett. 26 (12) (2022)
Kwan Soo Kim, Sangwoo Park, Seok-Kyoon Kim, Hyun Ho Kang, Choon Ki Ahn
-Stable Speed Estimator for BLDCM Servo System Applications. IEEE Trans. Circuits Syst. II Express Briefs 69 (6) (2022)
Matteo Zecchin, Sangwoo Park, Osvaldo Simeone, Marios Kountouris, David Gesbert
: Training Ensemble Models Under Model Misspecification and Outliers. CoRR (2022)
Mihui Kim, Sangwoo Park, Changhwan Kim, Mona Choi
Risk Prediction Models for Mortality using Nursing Records in Intensive Care Patients: A Systematic Review. AMIA (2022)
Ava Chen, Lauren Winterbottom, Sangwoo Park, Jingxi Xu, Dawn Nilsen, Joel Stein, Matei T. Ciocarlie
Thumb Stabilization and Assistance in a Robotic Hand Orthosis for Post-Stroke Hemiparesis. BioRob (2022)
Sangwoo Park, Inseop Lee, Junseok Lee, Sanghun Sul
Advanced Information Data-interactive Learning System Effect for Creative Design Project. KSII Trans. Internet Inf. Syst. 16 (8) (2022)
Sangwoo Park, Dong Ho Kim, Cheolwoo You
Fi-Vi: Large-Area Indoor Localization Scheme Combining ML/DL-Based Wireless Fingerprinting and Visual Positioning. IEEE Access 10 (2022)
Sangwoo Park, Osvaldo Simeone
Speeding up Training of Linear Predictors for Multi-Antenna Frequency-Selective Channels via Meta-Learning. Entropy 24 (10) (2022)
Youngjoon Lee, Sangwoo Park, Jin-Hyun Ahn, Joonhyuk Kang
Accelerated Federated Learning via Greedy Aggregation. IEEE Commun. Lett. 26 (12) (2022)
Sangwoo Park, Elizabeth Glista, Javad Lavaei, Somayeh Sojoudi
An Efficient Homotopy Method for Solving the Post-Contingency Optimal Power Flow to Global Optimality. IEEE Access 10 (2022)
Jingxi Xu, Cassie Meeker, Ava Chen, Lauren Winterbottom, Michaela Fraser, Sangwoo Park, Lynne M. Weber, Mitchell Miya, Dawn Nilsen, Joel Stein, Matei T. Ciocarlie
Adaptive Semi-Supervised Intent Inferral to Control a Powered Hand Orthosis for Stroke. ICRA (2022)
Tomer Raviv, Sangwoo Park, Osvaldo Simeone, Yonina C. Eldar, Nir Shlezinger
Online Meta-Learning For Hybrid Model-Based Deep Receivers. CoRR (2022)
Matteo Zecchin, Sangwoo Park, Osvaldo Simeone, Marios Kountouris, David Gesbert
Robust Bayesian Learning for Reliable Wireless AI: Framework and Applications. CoRR (2022)
Jiseung Youn, Joohan Park, Joohyun Oh, Soohyeong Kim, Seyoung Ahn, Sunghyun Cho, Sangwoo Park, Cheolwoo You
CeRA-eSP: Code-Expanded Random Access to Enhance Success Probability of Massive MTC. Sensors 22 (20) (2022)
Sangwoo Park, Osvaldo Simeone
Predicting Flat-Fading Channels via Meta-Learned Closed-Form Linear Filters and Equilibrium Propagation. ICASSP (2022)
Riccardo Marini, Sangwoo Park, Osvaldo Simeone, Chiara Buratti
Continual Meta-Reinforcement Learning for UAV-Aided Vehicular Wireless Networks. CoRR (2022)
Haixiang Zhang, Sangwoo Park, Javad Lavaei, Ross Baldick
Uniqueness of Power Flow Solutions Using Graph-Theoretic Notions. IEEE Trans. Control. Netw. Syst. 9 (1) (2022)
Sharu Theresa Jose, Sangwoo Park, Osvaldo Simeone
Information-Theoretic Analysis of Epistemic Uncertainty in Bayesian Meta-learning. AISTATS (2022)
Ava Chen, Lauren Winterbottom, Sangwoo Park, Jingxi Xu, Dawn Nilsen, Joel Stein, Matei T. Ciocarlie
Thumb Stabilization and Assistance in a Robotic Hand Orthosis for Post-Stroke Hemiparesis. IEEE Robotics Autom. Lett. 7 (3) (2022)
Kfir M. Cohen, Sangwoo Park, Osvaldo Simeone, Shlomo Shamai
Bayesian Active Meta-Learning for Reliable and Efficient AI-Based Demodulation. IEEE Trans. Signal Process. 70 (2022)
Youngjoon Lee, Sangwoo Park, Joonhyuk Kang
Fast-Convergent Federated Learning via Cyclic Aggregation. CoRR (2022)
Lisha Chen, Sharu Theresa Jose, Ivana Nikoloska, Sangwoo Park, Tianyi Chen, Osvaldo Simeone
Learning with Limited Samples - Meta-Learning and Applications to Communication Systems. CoRR (2022)
Sangwoo Park, Kfir M. Cohen, Osvaldo Simeone
Few-Shot Calibration of Set Predictors via Meta-Learned Cross-Validation-Based Conformal Prediction. CoRR (2022)
Sangwoo Park, Osvaldo Simeone
Predicting Multi-Antenna Frequency-Selective Channels via Meta-Learned Linear Filters based on Long-Short Term Channel Decomposition. CoRR (2022)
Kfir M. Cohen, Sangwoo Park, Osvaldo Simeone, Shlomo Shamai
Calibrating AI Models for Wireless Communications via Conformal Prediction. CoRR (2022)
Junghaa Seo, Sangwoo Park, Joonhyuk Kang
. ICT Express 8 (2) (2022)
Kfir M. Cohen, Sangwoo Park, Osvaldo Simeone, Shlomo Shamai
Calibrating AI Models for Few-Shot Demodulation via Conformal Prediction. CoRR (2022)
Sangwoo Park, Taeweon Suh
Continual Learning With Speculative Backpropagation and Activation History. IEEE Access 10 (2022)
Ava Chen, Lauren Winterbottom, Katherine O'Reilly, Sangwoo Park, Dawn Nilsen, Joel Stein, Matei T. Ciocarlie
Design of Spiral-Cable Forearm Exoskeleton to Assist Supination for Hemiparetic Stroke Subjects. ICORR (2022)
Youngjoon Lee, Sangwoo Park, Joonhyuk Kang
Security-Preserving Federated Learning via Byzantine-Sensitive Triplet Distance. CoRR (2022)
Sangwoo Park, Chaok Seok
GalaxyWater-CNN: Prediction of Water Positions on the Protein Structure by a 3D-Convolutional Neural Network. J. Chem. Inf. Model. 62 (13) (2022)
Sangwoo Park, Osvaldo Simeone
Predicting Flat-Fading Channels via Meta-Learned Closed-Form Linear Filters and Equilibrium Propagation. CoRR (2021)
Sangwoo Park, Richard Y. Zhang, Javad Lavaei, Ross Baldick
Uniqueness of Power Flow Solutions Using Monotonicity and Network Topology. IEEE Trans. Control. Netw. Syst. 8 (1) (2021)
Sharu Theresa Jose, Sangwoo Park, Osvaldo Simeone
Information-Theoretic Analysis of Epistemic Uncertainty in Bayesian Meta-learning. CoRR (2021)
Lim Heo, Sangwoo Park, Chaok Seok
GalaxyWater-wKGB: Prediction of Water Positions on Protein Structure Using wKGB Statistical Potential. J. Chem. Inf. Model. 61 (5) (2021)
Ava Chen, Lauren Winterbottom, Sangwoo Park, Jingxi Xu, Dawn Nilsen, Joel Stein, Matei T. Ciocarlie
Thumb Assistance Via Active and Passive Exotendons in a Robotic Hand Orthosis for Stroke. CoRR (2021)
Sangwoo Park, Reza Mohammadi-Ghazi, Javad Lavaei
Nonlinear Least Absolute Value Estimator for Topology Error Detection and Robust State Estimation. IEEE Access 9 (2021)
Young-Jun Park, Un-Na Lim, Sangwoo Park, Jae-Han Shin
Effect of Brain and Pulse Waves on Safety Consciousness and Safety Commitment of Workers at Construction Sites. Sensors 21 (8) (2021)
Tomer Raviv, Sangwoo Park, Nir Shlezinger, Osvaldo Simeone, Yonina C. Eldar, Joonhyuk Kang
Meta-ViterbiNet: Online Meta-Learned Viterbi Equalization for Non-Stationary Channels. CoRR (2021)
Sangwoo Park, Hyeryung Jang, Osvaldo Simeone, Joonhyuk Kang
Learning to Demodulate From Few Pilots via Offline and Online Meta-Learning. IEEE Trans. Signal Process. 69 (2021)
Kfir M. Cohen, Sangwoo Park, Osvaldo Simeone, Shlomo Shamai
Learning to Learn to Demodulate with Uncertainty Quantification via Bayesian Meta-Learning. WSA (2021)
Junghaa Seo, Sangwoo Park, Joonhyuk Kang
Adversarial, yet Friendly Signal Design for Secured Wireless Communication. WCNC (2021)
Ava Chen, Lauren Winterbottom, Katherine O'Reilly, Sangwoo Park, Dawn Nilsen, Joel Stein, Matei T. Ciocarlie
Design of Spiral-Cable Forearm Exoskeleton to Provide Supination Adjustment for Hemiparetic Stroke Subjects. CoRR (2021)
Kfir M. Cohen, Sangwoo Park, Osvaldo Simeone, Shlomo Shamai
Learning to Learn to Demodulate with Uncertainty Quantification via Bayesian Meta-Learning. CoRR (2021)
Tomer Raviv, Sangwoo Park, Nir Shlezinger, Osvaldo Simeone, Yonina C. Eldar, Joonhyuk Kang
Meta-ViterbiNet: Online Meta-Learned Viterbi Equalization for Non-Stationary Channels. ICC Workshops (2021)
Sangwoo Park, Julie Mulvaney-Kemp, Ming Jin, Javad Lavaei
Diminishing Regret for Online Nonconvex Optimization. ACC (2021)
Sangwoo Park, Osvaldo Simeone, Joonhyuk Kang
Meta-Learning to Communicate: Fast End-to-End Training for Fading Channels. ICASSP (2020)
Osvaldo Simeone, Sangwoo Park, Joonhyuk Kang
From Learning to Meta-Learning: Reduced Training Overhead and Complexity for Communication Systems. 6G SUMMIT (2020)
Sangwoo Park, Osvaldo Simeone, Joonhyuk Kang
End-to-End Fast Training of Communication Links Without a Channel Model via Online Meta-Learning. SPAWC (2020)
Osvaldo Simeone, Sangwoo Park, Joonhyuk Kang
From Learning to Meta-Learning: Reduced Training Overhead and Complexity for Communication Systems. CoRR (2020)
Sangwoo Park, Taeweon Suh
Speculative Backpropagation for CNN Parallel Training. IEEE Access 8 (2020)
Sangwoo Park, Osvaldo Simeone, Joonhyuk Kang
End-to-End Fast Training of Communication Links Without a Channel Model via Online Meta-Learning. CoRR (2020)
Donggoo Kang, Sangwoo Park, Joonki Paik
SdBAN: Salient Object Detection Using Bilateral Attention Network With Dice Coefficient Loss. IEEE Access 8 (2020)
Cassie Meeker, Michaela Fraser, Sangwoo Park, Ava Chen, Lynne M. Weber, Mitchell Miya, Joel Stein, Matei T. Ciocarlie
Semi-Supervised Intent Inferral Using Ipsilateral Biosignals on a Hand Orthosis for Stroke Subjects. CoRR (2020)
Sangwoo Park, Elizabeth Glista, Javad Lavaei, Somayeh Sojoudi
Homotopy Method for Finding the Global Solution of Post-contingency Optimal Power Flow. ACC (2020)
Donggoo Kang, Sangwoo Park, Joonki Paik
Coarse to Fine: Progressive and Multi-Task Learning for Salient Object Detection. ICPR (2020)
Sangwoo Park, Elizabeth Glista, Javad Lavaei, Somayeh Sojoudi
Homotopy Method for Finding the Global Solution of Post-contingency Optimal Power Flow. ACC (2020)
Hopyong Gil, Sangwoo Park, Yusang Park, Wongoo Han, Juyean Hong, Juneyoung Jung
Balance-Oriented Focal Loss with Linear Scheduling for Anchor Free Object Detection. CoRR (2020)
Sangwoo Park, Hyeryung Jang, Osvaldo Simeone, Joonhyuk Kang
Learning to Demodulate from Few Pilots via Offline and Online Meta-Learning. CoRR (2019)
Sangwoo Park, Cassie Meeker, Lynne M. Weber, Lauri Bishop, Joel Stein, Matei T. Ciocarlie
Multimodal Sensing and Interaction for a Robotic Hand Orthosis. IEEE Robotics Autom. Lett. 4 (2) (2019)
Sangwoo Park, Hyeryung Jang, Osvaldo Simeone, Joonhyuk Kang
Learning How to Demodulate from Few Pilots via Meta-Learning. CoRR (2019)
Sangwoo Park, Osvaldo Simeone, Joonhyuk Kang
Meta-Learning to Communicate: Fast End-to-End Training for Fading Channels. CoRR (2019)
Jongmin Yu, Sangwoo Park, Sangwook Lee, Moongu Jeon
Drivers Drowsiness Detection using Condition-Adaptive Representation Learning Framework. CoRR (2019)
Donggeun Kim, Sangwoo Park, Donggoo Kang, Joonki Paik
Improved Center and Scale Prediction-Based Pedestrian Detection Using Convolutional Block. ICCE-Berlin (2019)
Sangwoo Park, Changgyun Kim, Sekyoung Youm
Establishment of an IoT-based smart factory and data analysis model for the quality management of SMEs die-casting companies in Korea. Int. J. Distributed Sens. Networks 15 (10) (2019)
Sangwoo Park, Michaela Fraser, Lynne M. Weber, Cassie Meeker, Lauri Bishop, Daniel Geller, Joel Stein, Matei T. Ciocarlie
User-Driven Functional Movement Training with a Wearable Hand Robot after Stroke. CoRR (2019)
Kwi-Yil Gwak, Sangwoo Park, JooSeok Song
Performance Evaluation: Two Flood-Cancellation Methods of the Blocking Expanding Ring Searches on the AODV/WiFi MANET Environment. ICACT (2019)
Sangwoo Park, Frank C. Park, Junhyuk Choi, Hyungmin Kim
EEG-based Gait State and Gait Intention Recognition Using Spatio-Spectral Convolutional Neural Network. BCI (2019)
Sangwoo Park, Hyeryung Jang, Osvaldo Simeone, Joonhyuk Kang
Learning How to Demodulate from Few Pilots via Meta-Learning. SPAWC (2019)
Jongmin Yu, Sangwoo Park, Sangwook Lee, Moongu Jeon
Driver Drowsiness Detection Using Condition-Adaptive Representation Learning Framework. IEEE Trans. Intell. Transp. Syst. 20 (11) (2019)
Sangwoo Park, Richard Y. Zhang, Javad Lavaei, Ross Baldick
Monotonicity Between Phase Angles and Power Flow and Its Implications for the Uniqueness of Solutions. HICSS (2019)
Sangwoo Park, Reza Mohammadi-Ghazi, Javad Lavaei
Topology Error Detection and Robust State Estimation Using Nonlinear Least Absolute Value. ACC (2019)
Shuxiang Song, Sangwoo Park, Joonki Paik
Segmentation-Based Color Channel Registration for Disparity Estimation of Dual Color-Filtered Aperture Camera. Sensors 18 (10) (2018)

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Publication Activity (10 Years)

Top Topics

Top Venues

Sangwoo Park