Songkuk Kim

Orcid: 0000-0003-4147-4627

According to our database1, Songkuk Kim authored at least 34 papers between 2001 and 2024.

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

Timeline

Legend:

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In proceedings 
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PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
FLex&Chill: Improving Local Federated Learning Training with Logit Chilling.
CoRR, 2024

Curved Representation Space of Vision Transformers.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
On the Role of ViT and CNN in Semantic Communications: Analysis and Prototype Validation.
IEEE Access, 2023

2022
Demo: Real-Time Semantic Communications with a Vision Transformer.
CoRR, 2022

Blurs Behave Like Ensembles: Spatial Smoothings to Improve Accuracy, Uncertainty, and Robustness.
Proceedings of the International Conference on Machine Learning, 2022

How Do Vision Transformers Work?
Proceedings of the Tenth International Conference on Learning Representations, 2022

2021
FlexSketch: Estimation of Probability Density for Stationary and Non-Stationary Data Streams.
Sensors, 2021

Blurs Make Results Clearer: Spatial Smoothings to Improve Accuracy, Uncertainty, and Robustness.
CoRR, 2021

Vector Quantized Bayesian Neural Network Inference for Data Streams.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020
Real-time Integrated Human Activity Recognition System based on Multimodal User Understanding.
Proceedings of the IUI '20: 25th International Conference on Intelligent User Interfaces, 2020

2019
Differentiable Bayesian Neural Network Inference for Data Streams.
CoRR, 2019

Music for Sleep and Wake-Up: An Empirical Study.
IEEE Access, 2019

Utilizing Negative Markers for Identifying Mycobacteria Species based on Mass Spectrometry with Machine Learning Methods.
Proceedings of the 2019 IEEE International Conference on Bioinformatics and Biomedicine, 2019

2017
Virtualized ANR to Manage Resources for Optimization of Neighbour Cell Lists in 5G Mobile Wireless Networks.
Mob. Inf. Syst., 2017

Measuring the eccentricity of items.
Proceedings of the 2017 IEEE International Conference on Systems, Man, and Cybernetics, 2017

Design and Analysis of Virtualized Caching Service on Cellular Infrastructure.
Proceedings of the 15th ACM International Symposium on Mobility Management and Wireless Access, 2017

The virtualized MPTCP proxy performance in cellular network.
Proceedings of the Ninth International Conference on Ubiquitous and Future Networks, 2017

Sigcon: Simplifying a Graph Based on Degree Correlation and Clustering Coefficient.
Proceedings of the 19th IEEE International Conference on High Performance Computing and Communications; 15th IEEE International Conference on Smart City; 3rd IEEE International Conference on Data Science and Systems, 2017

Validity of Biosignal Processing System based on Haar Transform in IoT Application.
Proceedings of the 17th IEEE International Conference on Bioinformatics and Bioengineering, 2017

SVM Classification Model of Similar Bacteria Species using Negative Marker: Based on Matrix-Assisted Laser Desorption/Ionization Time-of-Flight Mass Spectrometry.
Proceedings of the 17th IEEE International Conference on Bioinformatics and Bioengineering, 2017

2016
Multivariate Multiple Regression Models for a Big Data-Empowered SON Framework in Mobile Wireless Networks.
Mob. Inf. Syst., 2016

Optimal Multi-Interface Selection for Mobile Video Streaming in Efficient Battery Consumption and Data Usage.
Mob. Inf. Syst., 2016

Adaptive interface selection over cloud-based split-layer video streaming via multi-wireless networks.
Future Gener. Comput. Syst., 2016

ROSS: A Design of Read-Oriented STT-MRAM Storage for Energy-Efficient Non-Uniform Cache Architecture.
Proceedings of the 4th Workshop on Interactions of NVM/Flash with Operating Systems and Workloads, 2016

2015
Exploiting Adaptive Multi-interface Selection to Improve QoS and Cost-Efficiency of Mobile Video Streaming.
Proceedings of the 2015 IEEE International Conference on Mobile Services, MS 2015, New York City, NY, USA, June 27, 2015

Multiple regression models for a big data empowered SON framework.
Proceedings of the Seventh International Conference on Ubiquitous and Future Networks, 2015

2014
Data-driven integration of multiple sentiment dictionaries for lexicon-based sentiment classification of product reviews.
Knowl. Based Syst., 2014

Predicting the Near-Weekend Ticket Sales Using Web-Based External Factors and Box-Office Data.
Proceedings of the 2014 IEEE/WIC/ACM International Joint Conferences on Web Intelligence (WI) and Intelligent Agent Technologies (IAT), Warsaw, Poland, August 11-14, 2014, 2014

On the Impact of Layer-Splitting for Cloud-Based SVC Streaming.
Proceedings of the 2014 International Conference on Future Internet of Things and Cloud, 2014

2013
Enhancing Lexicon-Based Review Classification by Merging and Revising Sentiment Dictionaries.
Proceedings of the Sixth International Joint Conference on Natural Language Processing, 2013

2006
Improving the dependability of computer networks.
PhD thesis, 2006

Extracting a Mobility Model from Real User Traces.
Proceedings of the INFOCOM 2006. 25th IEEE International Conference on Computer Communications, 2006

2003
Improving Dependability of Real-Time Communication with Preplanned Backup Routes and Spare Resource Pool.
Proceedings of the Quality of Service, 2003

2001
Design and Evaluation of Routing Schemes for Dependable Real-Time Connections.
Proceedings of the 2001 International Conference on Dependable Systems and Networks (DSN 2001) (formerly: FTCS), 2001


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