Seongjin Choi

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 24

Top Topics

Imitation Learning

Autonomous Vehicles

Fuzzy Clustering

Top Venues

IEICE Trans. Inf. Syst.

Publications

Tengfeng Lin, Zhixiong Jin, Seongjin Choi, Hwasoo Yeo
A Real-time Evaluation Framework for Pedestrian's Potential Risk at Non-Signalized Intersections Based on Predicted Post-Encroachment Time. CoRR (2024)
Sicong Jiang, Seongjin Choi, Lijun Sun
Communication-Aware Reinforcement Learning for Cooperative Adaptive Cruise Control. CoRR (2024)
Vincent Zhihao Zheng, Seongjin Choi, Lijun Sun
Better Batch for Deep Probabilistic Time Series Forecasting. AISTATS (2024)
Vincent Zhihao Zheng, Seongjin Choi, Lijun Sun
Enhancing Deep Traffic Forecasting Models with Dynamic Regression. CoRR (2023)
Vincent Zhihao Zheng, Seongjin Choi, Lijun Sun
Better Batch for Deep Probabilistic Time Series Forecasting. CoRR (2023)
Bvunarvul Kim, Seungpil Lee, Beomseok Hah, Kanawoo Park, Yongsoon Park, Kangwook Jo, Yujong Noh, Hyeon-Cheon Seol, Hyunsoo Lee, Jae-Hyeon Shin, Seongjin Choi, Youngdon Jung, Sungho Ahn, Yonghun Park, Sujeong Oh, Myungsu Kim, Seonauk Kim, Hyunwook Park, Taeho Lee, Haeun Won, Minsung Kim, Cheulhee Koo, Yeonjoo Choi, Suyoung Choi, Sechun Park, Dongkyu Youn, Junyoun Lim, Wonsun Park, Hwang Hur, Kichang Kwean, Hongsok Choi, Woopyo Jeong, Sungyong Chung, Jungdal Choi, Seonyong Cha
A High-Performance 1Tb 3b/Cell 3D-NAND Flash with a 194MB/s Write Throughput on over 300 Layers $\mathsf{i}$. ISSCC (2023)
Tengfeng Lin, Zhixiong Jin, Seongjin Choi, Hwasoo Yeo
A Framework for Pedestrian Sub-classification and Arrival Time Prediction at Signalized Intersection Using Preprocessed Lidar Data. CoRR (2022)
Seongjin Choi, Nicolas Saunier, Martin Trépanier, Lijun Sun
Spatiotemporal Residual Regularization with Dynamic Mixtures for Traffic Forecasting. CoRR (2022)
Sehyun Tak, Seongjin Choi
Safety Monitoring System of CAVs Considering the Trade-Off between Sampling Interval and Data Reliability. Sensors 22 (10) (2022)
Seongjin Choi, Jinwoo Lee
Optimal Parking Planning for Shared Autonomous Vehicles. CoRR (2022)
Seongjin Choi
Deep Learning based Urban Vehicle Trajectory Analytics. CoRR (2021)
Sehyun Tak, Seongjin Choi
Development of Safety Monitoring System of Connected and Automated Vehicles considering the Trade-off between Communication Efficiency and Data Reliability. CoRR (2021)
Seongjin Choi
Development of Simulation-based Lane Change Control System for Autonomous Vehicles. CoRR (2021)
Zhixiong Jin, Seongjin Choi, Hwasoo Yeo
Transformer-based Map Matching Model with Limited Ground-Truth Data using Transfer-Learning Approach. CoRR (2021)
Seongjin Choi, Jiwon Kim, Hwasoo Yeo
TrajGAIL: Generating Urban Trajectories using Generative Adversarial Imitation Learning. CoRR (2020)
Yeeun Kim, Seongjin Choi, Hwasoo Yeo
Extended Urban Cell Transmission Model Using Agent-based Modeling. ANT/EDI40 (2020)
Seongjin Choi, Jiwon Kim, Hwasoo Yeo
Attention-based Recurrent Neural Network for Urban Vehicle Trajectory Prediction. ANT/EDI40 (2019)
Yeeun Kim, Seongjin Choi, Jihyuk Park, Hwasoo Yeo
Agent-based Mesoscopic Urban Traffic Simulation based on Multi-lane Cell Transmission Model. ANT/EDI40 (2019)
Seongjin Choi, Jiwon Kim, Hwapyeong Yu, Hwasoo Yeo
Real-time Prediction of Arterial Vehicle Trajectories: An Application to Predictive Route Guidance for an Emergency Vehicle. ITSC (2019)
Seongjin Choi, Hyeong-Cheol Oh
Pipelined Squarer for Unsigned Integers of Up to 12 Bits. IEICE Trans. Inf. Syst. (3) (2018)
Seongjin Choi, Jiwon Kim, Hwasoo Yeo
Attention-based Recurrent Neural Network for Urban Vehicle Trajectory Prediction. CoRR (2018)
Yeeun Kim, Seongjin Choi, Hwasoo Yeo
Incorporation of Driver Distraction in Car-following model based on Driver's Eye Glance Behavior. ITSC (2018)
Seongjin Choi, Sungho Kim
An investigation of operating behavior characteristics of a wind power system using a fuzzy clustering method. Expert Syst. Appl. 81 (2017)
Seongjin Choi, Hwasoo Yeo
Framework for simulation-based lane change control for autonomous vehicles. Intelligent Vehicles Symposium (2017)
Byungwhan Kim, Hee Ju Kwon, Seongjin Choi
Use of adaptive network fuzzy inference system to predict plasma charging damage on electrical MOSFET properties. Expert Syst. Appl. 36 (3) (2009)
Byungwhan Kim, Jeong Kim, Seongjin Choi
Use of neural network to model X-ray photoelectron spectroscopy data for diagnosis of plasma etch equipment. Expert Syst. Appl. 36 (8) (2009)
Byungwhan Kim, Seongjin Choi
Adaptive Network-Based Fuzzy Inference Model of Plasma Enhanced Chemical Vapor Deposition Process. ISNN (1) (2007)
Seongjin Choi, James F. Antaki, J. Robert Boston, Douglas Thomas
A sensorless approach to control of a turbodynamic left ventricular assist system. IEEE Trans. Control. Syst. Technol. 9 (3) (2001)