Songkuk Kim

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 28

Top Topics

Sentiment Classification

Mass Spectrometry

Mobile Wireless

Activity Recognition

Top Venues

Mob. Inf. Syst.

Publications

Juyeop Kim, Junha Park, Songkuk Kim, Jong-Seok Lee
Curved Representation Space of Vision Transformers. AAAI (2024)
Seunghyuk Lee, Songkuk Kim
Fusing Brilliance: Evaluating the Encoder-Decoder Hybrids With CNN and Swin Transformer for Medical Segmentation. IEEE Access 12 (2024)
Kichang Lee, Songkuk Kim, JeongGil Ko
FLex&Chill: Improving Local Federated Learning Training with Logit Chilling. CoRR (2024)
Hanju Yoo, Linglong Dai, Songkuk Kim, Chan-Byoung Chae
On the Role of ViT and CNN in Semantic Communications: Analysis and Prototype Validation. IEEE Access 11 (2023)
Namuk Park, Songkuk Kim
Blurs Behave Like Ensembles: Spatial Smoothings to Improve Accuracy, Uncertainty, and Robustness. ICML (2022)
Namuk Park, Songkuk Kim
How Do Vision Transformers Work? CoRR (2022)
Juyeop Kim, Junha Park, Songkuk Kim, Jong-Seok Lee
Curved Representation Space of Vision Transformers. CoRR (2022)
Namuk Park, Songkuk Kim
How Do Vision Transformers Work? ICLR (2022)
Hanju Yoo, Taehun Jung, Linglong Dai, Songkuk Kim, Chan-Byoung Chae
Demo: Real-Time Semantic Communications with a Vision Transformer. CoRR (2022)
Namuk Park, Taekyu Lee, Songkuk Kim
Vector Quantized Bayesian Neural Network Inference for Data Streams. AAAI (2021)
Namuk Park, Songkuk Kim
Blurs Make Results Clearer: Spatial Smoothings to Improve Accuracy, Uncertainty, and Robustness. CoRR (2021)
Namuk Park, Songkuk Kim
FlexSketch: Estimation of Probability Density for Stationary and Non-Stationary Data Streams. Sensors 21 (4) (2021)
Jun-Ho Choi, Kyungmin Kim, Taejin Park, Junho Yun, Jong-Hwan Lee, Songkuk Kim, Hyunjung Shim, Jong-Seok Lee
Real-time Integrated Human Activity Recognition System based on Multimodal User Understanding. IUI Companion (2020)
Taekyu Lee, Seong-Eun Moon, Jongsoo Baek, Jong-Seok Lee, Songkuk Kim
Music for Sleep and Wake-Up: An Empirical Study. IEEE Access 7 (2019)
Namuk Park, Taekyu Lee, Songkuk Kim
Differentiable Bayesian Neural Network Inference for Data Streams. CoRR (2019)
Jongseo Lee, Kyoohyoung Rho, Kyu H. Park, Jae-Seok Kim, Sue Shin, Taek Soo Kim, Songkuk Kim
Utilizing Negative Markers for Identifying Mycobacteria Species based on Mass Spectrometry with Machine Learning Methods. BIBM (2019)
Hojin Jung, Songkuk Kim
Sigcon: Simplifying a Graph Based on Degree Correlation and Clustering Coefficient. HPCC/SmartCity/DSS (2017)
Sunyoung Chung, Seonghoon Moon, Songkuk Kim
The virtualized MPTCP proxy performance in cellular network. ICUFN (2017)
Yoonsu Shin, Songkuk Kim
Virtualized ANR to Manage Resources for Optimization of Neighbour Cell Lists in 5G Mobile Wireless Networks. Mob. Inf. Syst. 2017 (2017)
Chanyoung Park, Songkuk Kim
Measuring the eccentricity of items. SMC (2017)
Seonghoon Moon, Yoonsu Shin, Sunyoung Chung, Songkuk Kim
Design and Analysis of Virtualized Caching Service on Cellular Infrastructure. MobiWac (2017)
Yoonsu Shin, Jongseo Lee, Songkuk Kim
Validity of Biosignal Processing System based on Haar Transform in IoT Application. BIBE (2017)
Jongseo Lee, Yoonsu Shin, Songkuk Kim, Kyoohyoung Rho, Kyu H. Park
SVM Classification Model of Similar Bacteria Species using Negative Marker: Based on Matrix-Assisted Laser Desorption/Ionization Time-of-Flight Mass Spectrometry. BIBE (2017)
Chanyoung Park, Songkuk Kim
Measuring the Eccentricity of Items. CoRR (2017)
Jie Zhang, Miryeong Kwon, Chanyoung Park, Myoungsoo Jung, Songkuk Kim
ROSS: A Design of Read-Oriented STT-MRAM Storage for Energy-Efficient Non-Uniform Cache Architecture. INFLOW@OSDI (2016)
Yoonsu Shin, Chan-Byoung Chae, Songkuk Kim
Multivariate Multiple Regression Models for a Big Data-Empowered SON Framework in Mobile Wireless Networks. Mob. Inf. Syst. 2016 (2016)
Seonghoon Moon, Juwan Yoo, Songkuk Kim
Adaptive interface selection over cloud-based split-layer video streaming via multi-wireless networks. Future Gener. Comput. Syst. 56 (2016)
Seonghoon Moon, Juwan Yoo, Songkuk Kim
Optimal Multi-Interface Selection for Mobile Video Streaming in Efficient Battery Consumption and Data Usage. Mob. Inf. Syst. 2016 (2016)
Yoonsu Shin, Chan-Byoung Chae, Songkuk Kim
Multiple regression models for a big data empowered SON framework. ICUFN (2015)
Seonghoon Moon, Juwan Yoo, Songkuk Kim
Exploiting Adaptive Multi-interface Selection to Improve QoS and Cost-Efficiency of Mobile Video Streaming. IEEE MS (2015)
Seonghoon Moon, Chanhyuk Jung, Jong-Seok Lee, Songkuk Kim
On the Impact of Layer-Splitting for Cloud-Based SVC Streaming. FiCloud (2014)
Heeryon Cho, Songkuk Kim, Jongseo Lee, Jong-Seok Lee
Data-driven integration of multiple sentiment dictionaries for lexicon-based sentiment classification of product reviews. Knowl. Based Syst. 71 (2014)
Seonghoon Moon, Suman Bae, Songkuk Kim
Predicting the Near-Weekend Ticket Sales Using Web-Based External Factors and Box-Office Data. WI-IAT (1) (2014)
Heeryon Cho, Jong-Seok Lee, Songkuk Kim
Enhancing Lexicon-Based Review Classification by Merging and Revising Sentiment Dictionaries. IJCNLP (2013)
Minkyong Kim, David Kotz, Songkuk Kim
Extracting a Mobility Model from Real User Traces. INFOCOM (2006)
Songkuk Kim, Kang G. Shin
Improving Dependability of Real-Time Communication with Preplanned Backup Routes and Spare Resource Pool. IWQoS (2003)
Songkuk Kim, Daji Qiao, Sharath Kodase, Kang G. Shin
Design and Evaluation of Routing Schemes for Dependable Real-Time Connections. DSN (2001)