Donghyun Lee

Orcid: 0009-0004-6925-8824

According to our database1, Donghyun Lee authored at least 62 papers between 2007 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
CATS: Contextually-Aware Thresholding for Sparsity in Large Language Models.
CoRR, 2024

TT-SNN: Tensor Train Decomposition for Efficient Spiking Neural Network Training.
CoRR, 2024

2023
DACODE: Distributed adaptive communication framework for energy efficient industrial IoT-based heterogeneous WSN.
ICT Express, December, 2023

High-Velocity Tails of the Inelastic and the Multispecies Mixture Boltzmann Equations.
SIAM J. Math. Anal., October, 2023

Policy Gradient-Based Core Placement Optimization for Multichip Many-Core Systems.
IEEE Trans. Neural Networks Learn. Syst., August, 2023

StableQ: Enhancing Data-Scarce Quantization with Text-to-Image Data.
CoRR, 2023

BanditPAM++: Faster k-medoids Clustering.
CoRR, 2023

2 × 2 MIMO In-Band Full-Duplex Radio Front-End With Delay Shapable Single-Tap RF Cancellers.
IEEE Access, 2023

BanditPAM++: Faster k-medoids Clustering.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Survey on Challenges and Solutions of C-V2X: LTE-V2X Communication Technology.
Proceedings of the Fourteenth International Conference on Ubiquitous and Future Networks, 2023

Preventive Maintenance Techniques through Learning-based Remaining Useful Lifetime Prediction in IoT Sensor Networks: The Survey.
Proceedings of the International Conference on Artificial Intelligence in Information and Communication, 2023

Early-Exiting DNN MIMO Detector Design with Fast Signal Estimation Process.
Proceedings of the International Conference on Artificial Intelligence in Information and Communication, 2023

A Real-Time Keyword Spotting System Based on an End-To-End Binary Convolutional Neural Network in FPGA.
Proceedings of the IEEE Symposium in Low-Power and High-Speed Chips, 2023

Quantifying Information of Tokens for Simple and Flexible Simultaneous Machine Translation.
Proceedings of the 27th Conference on Computational Natural Language Learning, 2023

Liquid: Mix-and-Match Multiple Image Formats to Balance DNN Training Pipeline.
Proceedings of the 14th ACM SIGOPS Asia-Pacific Workshop on Systems, 2023

Not All Neighbors Matter: Point Distribution-Aware Pruning for 3D Point Cloud.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
Examining the adoption and implementation of behavioral electronic health records by healthcare professionals based on the clinical adoption framework.
BMC Medical Informatics Decis. Mak., 2022

Energy-Efficient Directional Charging Strategy for Wireless Rechargeable Sensor Networks.
IEEE Internet Things J., 2022

Federated Flowchart: Overview of State-of-the-Arts based on Federated Learning Process.
Proceedings of the 13th International Conference on Information and Communication Technology Convergence, 2022

A survey of Energy-saving routing protocol for Wireless Sensor Networks.
Proceedings of the 13th International Conference on Information and Communication Technology Convergence, 2022

DTN-based Multi-link Bundle Protocol Architecture for Deep Space Communications.
Proceedings of the 13th International Conference on Information and Communication Technology Convergence, 2022

2021
Dual Q/V-Band SiGe BiCMOS Low Noise Amplifiers Using Q-Enhanced Metamaterial Transmission Lines.
IEEE Trans. Circuits Syst. II Express Briefs, 2021

QTTNet: Quantized tensor train neural networks for 3D object and video recognition.
Neural Networks, 2021

Robustness of Differentiable Neural Computer Using Limited Retention Vector-based Memory Deallocation in Language Model.
KSII Trans. Internet Inf. Syst., 2021

Data-free mixed-precision quantization using novel sensitivity metric.
CoRR, 2021

A Deep Reinforcement Learning-based Application Framework for Conveyor Belt-based Pick-and-Place Systems using 6-axis Manipulators under Uncertainty and Real-time Constraints.
Proceedings of the 18th International Conference on Ubiquitous Robots, 2021

Shallow Convolution-Augmented Transformer with Differentiable Neural Computer for Low-Complexity Classification of Variable-Length Acoustic Scene.
Proceedings of the Interspeech 2021, 22nd Annual Conference of the International Speech Communication Association, Brno, Czechia, 30 August, 2021

Endorsement Policy for Industrial Internet of Thing with Private Blockchain.
Proceedings of the International Conference on Information and Communication Technology Convergence, 2021

Reinforcement Learning-Based Resource Allocation for Streaming in a Multi-Modal Deep Space Network.
Proceedings of the International Conference on Information and Communication Technology Convergence, 2021

BS Deployment Strategy and Energy Efficient BS Switching in Heterogeneous Networks for 5G.
Proceedings of the International Conference on Information Networking, 2021

VCG Auction Mechanism based on Block Chain in Smart Grid.
Proceedings of the International Conference on Information Networking, 2021

A Novel Sensitivity Metric For Mixed-Precision Quantization With Synthetic Data Generation.
Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

2020
Non-Ionizing Label-Free Photoacoustic Imaging of Bones.
IEEE Access, 2020

Demonstration of Self-Interference Antenna Suppression and RF Cancellation for Full Duplex MIMO Communications.
Proceedings of the 2020 IEEE Wireless Communications and Networking Conference Workshops, 2020

2019
Computational determination of hERG-related cardiotoxicity of drug candidates.
BMC Bioinform., 2019

Safety Assessment Framework for Nuclear Power Plant Decommissioning Workers.
IEEE Access, 2019

Analysis of Self-Interference Cancellation and Experimental Results of 2×2 MIMO In-Band Full-Duplex Radio Front-End.
Proceedings of the 30th IEEE International Symposium on Personal, 2019

Shortcut Connections Based Deep Speaker Embeddings for End-to-End Speaker Verification System.
Proceedings of the Interspeech 2019, 2019

VAE-PGN based Abstractive Model in Multi-stage Architecture for Text Summarization.
Proceedings of the 12th International Conference on Natural Language Generation, 2019

Dynamic Time Warping-based Korean Spoken Word Detection System Using Euclidean Distance in Intelligent Personal Assistants.
Proceedings of the IEEE 8th Global Conference on Consumer Electronics, 2019

Syllable-Level Long Short-Term Memory Recurrent Neural Network-based Language Model for Korean Voice Interface in Intelligent Personal Assistants.
Proceedings of the IEEE 8th Global Conference on Consumer Electronics, 2019

Environmental Noise Robustness for Korean Fricatives Using Speech Enhancement Generative Adversarial Networks.
Proceedings of the IEEE International Conference on Big Data and Smart Computing, 2019

2018
Convolutional Neural Network based Audio Event Classification.
KSII Trans. Internet Inf. Syst., 2018

A Fast-Converged Acoustic Modeling for Korean Speech Recognition: A Preliminary Study on Time Delay Neural Network.
CoRR, 2018

Design of Hand-held Suturing Device Integrated with Optical Coherence Tomography Probe for Corneal Suturing.
Proceedings of the IEEE International Conference on Cyborg and Bionic Systems, 2018

2017
Uniform Estimate of Viscous Free-Boundary Magnetohydrodynamics with Zero Vacuum Magnetic Field.
SIAM J. Math. Anal., 2017

Electrochemical Detection of Dopamine Using 3D Porous Graphene Oxide/Gold Nanoparticle Composites.
Sensors, 2017

Maximum Likelihood-based Automatic Lexicon Generation for AI Assistant-based Interaction with Mobile Devices.
KSII Trans. Internet Inf. Syst., 2017

2016
Implementation of a large-scale language model adaptation in a cloud environment.
Multim. Tools Appl., 2016

Brainwave-based Mood Classification Using Regularized Comm.
KSII Trans. Internet Inf. Syst., 2016

2015
A Voice QR Code for Mobile Devices.
Proceedings of the Natural Language Dialog Systems and Intelligent Assistants, 2015

Learning Speed Improvement Using Multi-GPUs on DNN-Based Acoustic Model Training in Korean Intelligent Personal Assistant.
Proceedings of the Natural Language Dialog Systems and Intelligent Assistants, 2015

Performance Analysis of FFNN-Based Language Model in Contrast with <i>n</i>-Gram.
Proceedings of the Natural Language Dialog Systems and Intelligent Assistants, 2015

2014
Development of Small Footprint Korean Large Vocabulary Speech Recognition for Commanding a Standalone Robot.
Proceedings of the Ninth International Conference on Broadband and Wireless Computing, 2014

2013
Self-improvement of voice interface with user-input spoken query at early stage of commercialization.
IEEE Trans. Consumer Electron., 2013

Interference coordination of heterogeneous LTE systems using remote radio heads.
EURASIP J. Adv. Signal Process., 2013

Performance Analysis of Noise Robust Audio Hashing in Music Identification for Entertainment Robot.
Proceedings of the Information Technology Convergence, 2013

A new PID auto-tuning strategy with operational optimization for MCFC systems.
Proceedings of the 9th Asian Control Conference, 2013

2012
Inter-cell interference mitigation using the moving coverage boundary of cellular systems employing remote radio heads.
Proceedings of the 23rd IEEE International Symposium on Personal, 2012

Digital map based pose improvement for outdoor Augmented Reality.
Proceedings of the 11th IEEE International Symposium on Mixed and Augmented Reality, 2012

2008
A Single-Chip CMOS Transceiver for UHF Mobile RFID Reader.
IEEE J. Solid State Circuits, 2008

2007
A Single-Chip CMOS Transceiver for UHF Mobile RFID Reader.
Proceedings of the 2007 IEEE International Solid-State Circuits Conference, 2007


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