Hongsuk Yi

Publication Activity (10 Years)

Years Active: 2011-2023
Publications (10 Years): 14

Top Topics

Short Term Traffic

Manifold Alignment

Temporal Correlation

Top Venues

Publications

Khac-Hoai Nam Bui, Ngoc Dung Nguyen, Hongsuk Yi
Dynamic Spatial Transformer WaveNet Network for Traffic Forecasting. Vietnam. J. Comput. Sci. 10 (1) (2023)
Khac-Hoai Nam Bui, Jiho Cho, Hongsuk Yi
Spatial-temporal graph neural network for traffic forecasting: An overview and open research issues. Appl. Intell. 52 (3) (2022)
Khac-Hoai Nam Bui, Hongsuk Yi, Jiho Cho
UVDS: A New Dataset for Traffic Forecasting with Spatial-Temporal Correlation. ACIIDS (2021)
Jiho Cho, Hongsuk Yi, HeeJin Jung, Khac-Hoai Nam Bui
An image generation approach for traffic density classification at large-scale road network. J. Inf. Telecommun. 5 (3) (2021)
Hongsuk Yi, Khac-Hoai Nam Bui
An Automated Hyperparameter Search-Based Deep Learning Model for Highway Traffic Prediction. IEEE Trans. Intell. Transp. Syst. 22 (9) (2021)
Sangrok Lee, Eunsoo Park, Hongsuk Yi, Sang Hun Lee
StRDAN: Synthetic-to-Real Domain Adaptation Network for Vehicle Re-Identification. CVPR Workshops (2020)
Khac-Hoai Nam Bui, Hyeonjeong Oh, Hongsuk Yi
Traffic Density Classification Using Sound Datasets: An Empirical Study on Traffic Flow at Asymmetric Roads. IEEE Access 8 (2020)
Khac-Hoai Nam Bui, Hongsuk Yi
Optimal Hyperparameter Tuning using Meta-Learning for Big Traffic Datasets. BigComp (2020)
Khac-Hoai Nam Bui, Hongsuk Yi, Jiho Cho
A Vehicle Counts by Class Framework using Distinguished Regions Tracking at Multiple Intersections. CVPR Workshops (2020)
Khac-Hoai Nam Bui, Hongsuk Yi, HeeJin Jung, Jiho Cho
Video-Based Traffic Flow Analysis for Turning Volume Estimation at Signalized Intersections. ACIIDS (2) (2020)
Sangrok Lee, Eunsoo Park, Hongsuk Yi, Sang Hun Lee
StRDAN: Synthetic-to-Real Domain Adaptation Network for Vehicle Re-Identification. CoRR (2020)
Hongsuk Yi, Khac-Hoai Nam Bui
VDS Data-Based Deep Learning Approach for Traffic Forecasting Using LSTM Network. EPIA (1) (2019)
Hongsuk Yi, Khac-Hoai Nam Bui, HeeJin Jung
Implementing A Deep Learning Framework for Short Term Traffic Flow Prediction. WIMS (2019)
Hongsuk Yi, HeeJin Jung, Sanghoon Bae
Deep Neural Networks for traffic flow prediction. BigComp (2017)
Hongsuk Yi
Performance evaluation of GAIA supercomputer using NPB multi-zone benchmarks. Comput. Phys. Commun. 182 (1) (2011)