Sangwoo Park

This page is a disambiguation page, it actually contains mutiple papers from persons of the same or a similar name.

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Bibliography

2024
Few-Shot Calibration of Set Predictors via Meta-Learned Cross-Validation-Based Conformal Prediction.
IEEE Trans. Pattern Anal. Mach. Intell., January, 2024

Federated Inference With Reliable Uncertainty Quantification Over Wireless Channels via Conformal Prediction.
IEEE Trans. Signal Process., 2024

Forking Uncertainties: Reliable Prediction and Model Predictive Control With Sequence Models via Conformal Risk Control.
IEEE J. Sel. Areas Inf. Theory, 2024

Multi-Fidelity Bayesian Optimization With Across-Task Transferable Max-Value Entropy Search.
CoRR, 2024

Cross-Validation Conformal Risk Control.
CoRR, 2024

Generalization and Informativeness of Conformal Prediction.
CoRR, 2024

2023
Online Meta-Learning for Hybrid Model-Based Deep Receivers.
IEEE Trans. Wirel. Commun., October, 2023

Robust Bayesian Learning for Reliable Wireless AI: Framework and Applications.
IEEE Trans. Cogn. Commun. Netw., August, 2023

Dynamic Regret Bounds for Constrained Online Nonconvex Optimization Based on Polyak-Lojasiewicz Regions.
IEEE Trans. Control. Netw. Syst., June, 2023

Learning with Limited Samples: Meta-Learning and Applications to Communication Systems.
Found. Trends Signal Process., 2023

Agreeing to Stop: Reliable Latency-Adaptive Decision Making via Ensembles of Spiking Neural Networks.
CoRR, 2023

Bayesian Optimization with Formal Safety Guarantees via Online Conformal Prediction.
CoRR, 2023

SpikeCP: Delay-Adaptive Reliable Spiking Neural Networks via Conformal Prediction.
CoRR, 2023

Adaptive and Flexible Model-Based AI for Deep Receivers in Dynamic Channels.
CoRR, 2023

Quantum Conformal Prediction for Reliable Uncertainty Quantification in Quantum Machine Learning.
CoRR, 2023

Byzantine-Resilient Federated Learning via Reverse Aggregation.
Proceedings of the 2023 IEEE Virtual Conference on Communications (VCC), 2023

Inter-Mode-Interference-Aware OAM Detector via Deep Learning.
Proceedings of the 34th IEEE Annual International Symposium on Personal, 2023

Calibration-Aware Bayesian Learning.
Proceedings of the 33rd IEEE International Workshop on Machine Learning for Signal Processing, 2023

Fast-Convergent Federated Learning via Cyclic Aggregation.
Proceedings of the IEEE International Conference on Image Processing, 2023

Action Recognition Using Multi-stream 2D CNN with Deep Learning-Based Temporal Modality.
Proceedings of the IEEE International Conference on Consumer Electronics, 2023

Modular Model-Based Bayesian Learning for Uncertainty-Aware and Reliable Deep MIMO Receivers.
Proceedings of the IEEE International Conference on Communications, 2023

Continual Meta-Reinforcement Learning for UAV-Aided Vehicular Wireless Networks.
Proceedings of the IEEE International Conference on Communications, 2023

Calibrating AI Models for Few-Shot Demodulation VIA Conformal Prediction.
Proceedings of the IEEE International Conference on Acoustics, 2023

Distributed Power System State Estimation Using Graph Convolutional Neural Networks.
Proceedings of the 56th Hawaii International Conference on System Sciences, 2023

Neural Filter Design for Frequency Selective Channel Equalization.
Proceedings of the 20th IEEE Consumer Communications & Networking Conference, 2023

2022
Bayesian Active Meta-Learning for Reliable and Efficient AI-Based Demodulation.
IEEE Trans. Signal Process., 2022

Uniqueness of Power Flow Solutions Using Graph-Theoretic Notions.
IEEE Trans. Control. Netw. Syst., 2022

L<sub>2</sub>-Stable Speed Estimator for BLDCM Servo System Applications.
IEEE Trans. Circuits Syst. II Express Briefs, 2022

CeRA-eSP: Code-Expanded Random Access to Enhance Success Probability of Massive MTC.
Sensors, 2022

Thumb Stabilization and Assistance in a Robotic Hand Orthosis for Post-Stroke Hemiparesis.
IEEE Robotics Autom. Lett., 2022

GalaxyWater-CNN: Prediction of Water Positions on the Protein Structure by a 3D-Convolutional Neural Network.
J. Chem. Inf. Model., 2022

Advanced Information Data-interactive Learning System Effect for Creative Design Project.
KSII Trans. Internet Inf. Syst., 2022

Secure wireless communication via adversarial machine learning: <i>A Priori</i> vs. <i>A Posteriori</i>.
ICT Express, 2022

Accelerated Federated Learning via Greedy Aggregation.
IEEE Commun. Lett., 2022

Block-Fading Non-Stationary Channel Estimation for MIMO-OFDM Systems via Meta-Learning.
IEEE Commun. Lett., 2022

Speeding up Training of Linear Predictors for Multi-Antenna Frequency-Selective Channels via Meta-Learning.
Entropy, 2022

Calibrating AI Models for Wireless Communications via Conformal Prediction.
CoRR, 2022

Security-Preserving Federated Learning via Byzantine-Sensitive Triplet Distance.
CoRR, 2022

Predicting Multi-Antenna Frequency-Selective Channels via Meta-Learned Linear Filters based on Long-Short Term Channel Decomposition.
CoRR, 2022

Robust PAC<sup>m</sup>: Training Ensemble Models Under Model Misspecification and Outliers.
CoRR, 2022

Continual Learning With Speculative Backpropagation and Activation History.
IEEE Access, 2022

Fi-Vi: Large-Area Indoor Localization Scheme Combining ML/DL-Based Wireless Fingerprinting and Visual Positioning.
IEEE Access, 2022

An Efficient Homotopy Method for Solving the Post-Contingency Optimal Power Flow to Global Optimality.
IEEE Access, 2022

Adaptive Semi-Supervised Intent Inferral to Control a Powered Hand Orthosis for Stroke.
Proceedings of the 2022 International Conference on Robotics and Automation, 2022

Design of Spiral-Cable Forearm Exoskeleton to Assist Supination for Hemiparetic Stroke Subjects.
Proceedings of the International Conference on Rehabilitation Robotics, 2022

Predicting Flat-Fading Channels via Meta-Learned Closed-Form Linear Filters and Equilibrium Propagation.
Proceedings of the IEEE International Conference on Acoustics, 2022

Risk Prediction Models for Mortality using Nursing Records in Intensive Care Patients: A Systematic Review.
Proceedings of the AMIA 2022, 2022

Information-Theoretic Analysis of Epistemic Uncertainty in Bayesian Meta-learning.
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022

2021
Learning to Demodulate From Few Pilots via Offline and Online Meta-Learning.
IEEE Trans. Signal Process., 2021

Uniqueness of Power Flow Solutions Using Monotonicity and Network Topology.
IEEE Trans. Control. Netw. Syst., 2021

Effect of Brain and Pulse Waves on Safety Consciousness and Safety Commitment of Workers at Construction Sites.
Sensors, 2021

GalaxyWater-wKGB: Prediction of Water Positions on Protein Structure Using wKGB Statistical Potential.
J. Chem. Inf. Model., 2021

Design of Spiral-Cable Forearm Exoskeleton to Provide Supination Adjustment for Hemiparetic Stroke Subjects.
CoRR, 2021

Thumb Assistance Via Active and Passive Exotendons in a Robotic Hand Orthosis for Stroke.
CoRR, 2021

Nonlinear Least Absolute Value Estimator for Topology Error Detection and Robust State Estimation.
IEEE Access, 2021

Learning to Learn to Demodulate with Uncertainty Quantification via Bayesian Meta-Learning.
Proceedings of the 25th International ITG Workshop on Smart Antennas, 2021

Adversarial, yet Friendly Signal Design for Secured Wireless Communication.
Proceedings of the IEEE Wireless Communications and Networking Conference, 2021

Meta-ViterbiNet: Online Meta-Learned Viterbi Equalization for Non-Stationary Channels.
Proceedings of the IEEE International Conference on Communications Workshops, 2021

Diminishing Regret for Online Nonconvex Optimization.
Proceedings of the 2021 American Control Conference, 2021

2020
Balance-Oriented Focal Loss with Linear Scheduling for Anchor Free Object Detection.
CoRR, 2020

Semi-Supervised Intent Inferral Using Ipsilateral Biosignals on a Hand Orthosis for Stroke Subjects.
CoRR, 2020

Speculative Backpropagation for CNN Parallel Training.
IEEE Access, 2020

SdBAN: Salient Object Detection Using Bilateral Attention Network With Dice Coefficient Loss.
IEEE Access, 2020

End-to-End Fast Training of Communication Links Without a Channel Model via Online Meta-Learning.
Proceedings of the 21st IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2020

Coarse to Fine: Progressive and Multi-Task Learning for Salient Object Detection.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

Meta-Learning to Communicate: Fast End-to-End Training for Fading Channels.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Homotopy Method for Finding the Global Solution of Post-contingency Optimal Power Flow.
Proceedings of the 2020 American Control Conference, 2020

From Learning to Meta-Learning: Reduced Training Overhead and Complexity for Communication Systems.
Proceedings of the 2nd 6G Wireless Summit, 2020

2019
Driver Drowsiness Detection Using Condition-Adaptive Representation Learning Framework.
IEEE Trans. Intell. Transp. Syst., 2019

Multimodal Sensing and Interaction for a Robotic Hand Orthosis.
IEEE Robotics Autom. Lett., 2019

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, 2019

User-Driven Functional Movement Training with a Wearable Hand Robot after Stroke.
CoRR, 2019

Drivers Drowsiness Detection using Condition-Adaptive Representation Learning Framework.
CoRR, 2019

Learning How to Demodulate from Few Pilots via Meta-Learning.
Proceedings of the 20th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2019

Improved Center and Scale Prediction-Based Pedestrian Detection Using Convolutional Block.
Proceedings of the 9th IEEE International Conference on Consumer Electronics, 2019

Performance Evaluation: Two Flood-Cancellation Methods of the Blocking Expanding Ring Searches on the AODV/WiFi MANET Environment.
Proceedings of the 21st International Conference on Advanced Communication Technology, 2019

Monotonicity Between Phase Angles and Power Flow and Its Implications for the Uniqueness of Solutions.
Proceedings of the 52nd Hawaii International Conference on System Sciences, 2019

EEG-based Gait State and Gait Intention Recognition Using Spatio-Spectral Convolutional Neural Network.
Proceedings of the 7th International Winter Conference on Brain-Computer Interface, 2019

Topology Error Detection and Robust State Estimation Using Nonlinear Least Absolute Value.
Proceedings of the 2019 American Control Conference, 2019

2018
Segmentation-Based Color Channel Registration for Disparity Estimation of Dual Color-Filtered Aperture Camera.
Sensors, 2018

Full-Duplex Cooperative Cognitive Radio Networks with Simultaneous Transmit and Receive Antennas in MIMO Channels.
IEICE Trans. Commun., 2018

Design and Development of Effective Transmission Mechanisms on a Tendon Driven Hand Orthosis for Stroke Patients.
Proceedings of the 2018 IEEE International Conference on Robotics and Automation, 2018

5G K-Simulator: Link Level Simulator for 5G.
Proceedings of the 2018 IEEE International Symposium on Dynamic Spectrum Access Networks, 2018

Energy efficiency enhancement on cloud and edge processing by dynamic RRH selection.
Proceedings of the 15th IEEE Annual Consumer Communications & Networking Conference, 2018

Introducing Smart Pillow Using Actuator Mechanism, Pressure Sensors, and Deep Learning-Based ASR.
Proceedings of the 9th Augmented Human International Conference, 2018

2017
EMG pattern classification to control a hand orthosis for functional grasp assistance after stroke.
Proceedings of the International Conference on Rehabilitation Robotics, 2017

Learning Feature Representation for Face Verification.
Proceedings of the 14th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2017

2016
A computationally efficient scheme for feature extraction with kernel discriminant analysis.
Pattern Recognit., 2016

Full-duplex communication in cooperative cognitive radio networks: Preliminary results.
Proceedings of the 37th IEEE Sarnoff Symposium 2016, Newark, NJ, USA, 2016

Effect of simultaneous transmit and receive antennas on cooperative cognitive radio networks.
Proceedings of the IEEE 59th International Midwest Symposium on Circuits and Systems, 2016

On the feasibility of wearable exotendon networks for whole-hand movement patterns in stroke patients.
Proceedings of the 2016 IEEE International Conference on Robotics and Automation, 2016

Representation Learning, Scene Understanding, and Feature Fusion for Drowsiness Detection.
Proceedings of the Computer Vision - ACCV 2016 Workshops, 2016

2013
Threat modeling of a mobile device management system for secure smart work.
Electron. Commer. Res., 2013

2011
Word-based FCSRs with fast software implementations.
J. Commun. Networks, 2011

2008
Guaranteed Dynamic Scheduling of Ultra-Reliable Low-Latency Traffic via Conformal Prediction.
IEEE Signal Process. Lett., 2008

Cryptanalysis of Sosemanuk and SNOW 2.0 Using Linear Masks.
Proceedings of the Advances in Cryptology, 2008

2006
Collision Search Attack for 53-Step HAS-160.
Proceedings of the Information Security and Cryptology - ICISC 2006, 9th International Conference, Busan, Korea, November 30, 2006

Cryptanalysis of the Full HAVAL with 4 and 5 Passes.
Proceedings of the Fast Software Encryption, 13th International Workshop, 2006

2005
Cryptanalysis of Some Group-Oriented Proxy Signature Schemes.
Proceedings of the Information Security Applications, 6th International Workshop, 2005

Finding Collision on 45-Step HAS-160.
Proceedings of the Information Security and Cryptology, 2005

2003
New Block Cipher: ARIA.
Proceedings of the Information Security and Cryptology, 2003

Improving the Upper Bound on the Maximum Differential and the Maximum Linear Hull Probability for SPN Structures and AES.
Proceedings of the Fast Software Encryption, 10th International Workshop, 2003

2002
On the Security of CAMELLIA against the Square Attack.
Proceedings of the Fast Software Encryption, 9th International Workshop, 2002

Cryptanalysis of the Modified Version of the Hash Function Proposed at PKC'98.
Proceedings of the Fast Software Encryption, 9th International Workshop, 2002

On the Security of Rijndael-Like Structures against Differential and Linear Cryptanalysis.
Proceedings of the Advances in Cryptology, 2002

On the Security of Reduced Versions of 3-Pass HAVAL.
Proceedings of the Information Security and Privacy, 7th Australian Conference, 2002

1998
Two Efficient Algorithms for Arithmetic of Elliptic Curves Using Frobenius Map.
Proceedings of the Public Key Cryptography, 1998

How to construct balanced Boolean functions with good global avalanche characteristics.
Proceedings of the 1st International Conference on Information Security and Cryptology, 1998

1997
Two efficient RSA multisignature schemes.
Proceedings of the Information and Communication Security, First International Conference, 1997

1994
A Global and Local Robot Tracking and Control Strategy Using Multisensory Inputs.
Proceedings of the 1994 International Conference on Robotics and Automation, 1994


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