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Accelerating Large-Scale Graph-Based Nearest Neighbor Search on a Computational Storage Platform

IEEE transactions on computers, 2023-01, Vol.72 (1), p.278-290

2023

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A Dual-Mode Similarity Search Accelerator based on Embedding Compression for Online Cross-Modal Image-Text Retrieval

2022 IEEE 30th Annual International Symposium on Field-Programmable Custom Computing Machines (FCCM), 2022, p.1-9

2022

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Accelerating Large-Scale Nearest Neighbor Search with Computational Storage Device

2021 IEEE 29th Annual International Symposium on Field-Programmable Custom Computing Machines (FCCM), 2021, p.254-254

2021

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Self-Writing xnor Magnetic Random Access Memory for Binary Neural Network Acceleration

IEEE transactions on magnetics, 2023-11, Vol.59 (11), p.1-10

Park, Jaeyoung

2023

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Policy iterations for reinforcement learning problems in continuous time and space — Fundamental theory and methods

Automatica (Oxford), 2021-04, Vol.126, p.109421, Article 109421

2021

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ESG information extraction with cross-sectoral and multi-source adaptation based on domain-tuned language models

Expert systems with applications, 2023-07, Vol.221, p.119726, Article 119726

2023

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Wireless Distributed Edge Learning: How Many Edge Devices Do We Need?

IEEE journal on selected areas in communications, 2021-07, Vol.39 (7), p.2120-2134

2021

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Mobility-Aware Content Placement for Device-to-Device Caching Systems

IEEE transactions on wireless communications, 2019-07, Vol.18 (7), p.3658-3668

2019

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Adaptive and Compressive Beamforming Using Deep Learning for Medical Ultrasound

IEEE transactions on ultrasonics, ferroelectrics, and frequency control, 2020-08, Vol.67 (8), p.1558-1572

2020

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Identification of Individual Infection Over Networks With Limit Observation: Random vs. Epidemic?

IEEE access, 2021, Vol.9, p.74234-74245

Choi, Jaeyoung

2021

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T-GSA: Transformer with Gaussian-Weighted Self-Attention for Speech Enhancement

ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2020, p.6649-6653

2020

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Deep-learning architecture to forecast destinations of bus passengers from entry-only smart-card data

IET intelligent transport systems, 2017-08, Vol.11 (6), p.334-339

2017

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Efficient B-Mode Ultrasound Image Reconstruction From Sub-Sampled RF Data Using Deep Learning

IEEE transactions on medical imaging, 2019-02, Vol.38 (2), p.325-336

2019

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Time-Varying and Multiresolution Envelope Analysis and Discriminative Feature Analysis for Bearing Fault Diagnosis

IEEE transactions on industrial electronics (1982), 2015-12, Vol.62 (12), p.7749-7761

2015

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HYFII: HYbrid Fault Injection Infrastructure for Accurate Runtime System Failure Analysis

IEEE transactions on very large scale integration (VLSI) systems, 2020-08, Vol.28 (8), p.1893-1900

2020

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Variational Formulation of Unsupervised Deep Learning for Ultrasound Image Artifact Removal

IEEE transactions on ultrasonics, ferroelectrics, and frequency control, 2021-06, Vol.68 (6), p.2086-2100

2021

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Switchable and Tunable Deep Beamformer Using Adaptive Instance Normalization for Medical Ultrasound

IEEE transactions on medical imaging, 2022-02, Vol.41 (2), p.266-278

2022

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A Hybrid Feature Selection Scheme for Reducing Diagnostic Performance Deterioration Caused by Outliers in Data-Driven Diagnostics

IEEE transactions on industrial electronics (1982), 2016-05, Vol.63 (5), p.3299-3310

2016

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From Prediction to Profit: A Comprehensive Review of Cryptocurrency Trading Strategies and Price Forecasting Techniques

IEEE access, 2024-01, Vol.12, p.1-1

2024

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Optimal Content Placement for Wireless Femto-Caching Network

IEEE transactions on wireless communications, 2017-07, Vol.16 (7), p.4433-4444

2017

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Resource Configuration for Full-Duplex-Aided Multiple-Access Edge Computation Offloading

IEEE transactions on wireless communications, 2022-04, Vol.21 (4), p.2799-2812

2022

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An FPGA-Based Multicore System for Real-Time Bearing Fault Diagnosis Using Ultrasampling Rate AE Signals

IEEE transactions on industrial electronics (1982), 2015-04, Vol.62 (4), p.2319-2329

2015

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Twitter Attribute Classification With Q-Learning on Bitcoin Price Prediction

IEEE access, 2022, Vol.10, p.96136-96148

2022

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A robust 12T SRAM cell with improved write margin for ultra-low power applications in 40 nm CMOS

Integration (Amsterdam), 2017-03, Vol.57, p.1-10

2017

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IoT Service Slicing and Task Offloading for Edge Computing

IEEE internet of things journal, 2021-07, Vol.8 (14), p.11526-11547

2021

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Accelerating Large-Scale Graph-Based Nearest Neighbor Search on a Computational Storage Platform

A Dual-Mode Similarity Search Accelerator based on Embedding Compression for Online Cross-Modal Image-Text Retrieval

Accelerating Large-Scale Nearest Neighbor Search with Computational Storage Device

Self-Writing xnor Magnetic Random Access Memory for Binary Neural Network Acceleration

Policy iterations for reinforcement learning problems in continuous time and space — Fundamental theory and methods

ESG information extraction with cross-sectoral and multi-source adaptation based on domain-tuned language models

Wireless Distributed Edge Learning: How Many Edge Devices Do We Need?

Mobility-Aware Content Placement for Device-to-Device Caching Systems

Adaptive and Compressive Beamforming Using Deep Learning for Medical Ultrasound

Identification of Individual Infection Over Networks With Limit Observation: Random vs. Epidemic?

T-GSA: Transformer with Gaussian-Weighted Self-Attention for Speech Enhancement

Deep-learning architecture to forecast destinations of bus passengers from entry-only smart-card data

Efficient B-Mode Ultrasound Image Reconstruction From Sub-Sampled RF Data Using Deep Learning

Time-Varying and Multiresolution Envelope Analysis and Discriminative Feature Analysis for Bearing Fault Diagnosis

HYFII: HYbrid Fault Injection Infrastructure for Accurate Runtime System Failure Analysis

Variational Formulation of Unsupervised Deep Learning for Ultrasound Image Artifact Removal

Switchable and Tunable Deep Beamformer Using Adaptive Instance Normalization for Medical Ultrasound

A Hybrid Feature Selection Scheme for Reducing Diagnostic Performance Deterioration Caused by Outliers in Data-Driven Diagnostics

From Prediction to Profit: A Comprehensive Review of Cryptocurrency Trading Strategies and Price Forecasting Techniques

Optimal Content Placement for Wireless Femto-Caching Network

Resource Configuration for Full-Duplex-Aided Multiple-Access Edge Computation Offloading

An FPGA-Based Multicore System for Real-Time Bearing Fault Diagnosis Using Ultrasampling Rate AE Signals

Twitter Attribute Classification With Q-Learning on Bitcoin Price Prediction

A robust 12T SRAM cell with improved write margin for ultra-low power applications in 40 nm CMOS

IoT Service Slicing and Task Offloading for Edge Computing

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