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Seongjin Choi
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2020 – today
- 2024
- [c9]Vincent Zhihao Zheng, Seongjin Choi, Lijun Sun:
Better Batch for Deep Probabilistic Time Series Forecasting. AISTATS 2024: 91-99 - [i13]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 abs/2404.15635 (2024) - [i12]Sicong Jiang, Seongjin Choi, Lijun Sun:
Communication-Aware Reinforcement Learning for Cooperative Adaptive Cruise Control. CoRR abs/2407.08964 (2024) - [i11]Seongjin Choi, Zhixiong Jin, Seung Woo Ham, Jiwon Kim, Lijun Sun:
A Gentle Introduction and Tutorial on Deep Generative Models in Transportation Research. CoRR abs/2410.07066 (2024) - 2023
- [c8]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: 402-403 - [i10]Vincent Zhihao Zheng, Seongjin Choi, Lijun Sun:
Enhancing Deep Traffic Forecasting Models with Dynamic Regression. CoRR abs/2301.06650 (2023) - [i9]Vincent Zhihao Zheng, Seongjin Choi, Lijun Sun:
Better Batch for Deep Probabilistic Time Series Forecasting. CoRR abs/2305.17028 (2023) - 2022
- [j6]Sehyun Tak
, Seongjin Choi
Safety Monitoring System of CAVs Considering the Trade-Off between Sampling Interval and Data Reliability. Sensors 22(10): 3611 (2022) - [i8]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 abs/2201.05877 (2022) - [i7]Seongjin Choi, Jinwoo Lee:
Optimal Parking Planning for Shared Autonomous Vehicles. CoRR abs/2208.03718 (2022) - [i6]Seongjin Choi, Nicolas Saunier, Martin Trépanier
Spatiotemporal Residual Regularization with Dynamic Mixtures for Traffic Forecasting. CoRR abs/2212.06653 (2022) - 2021
- [i5]Zhixiong Jin, Seongjin Choi, Hwasoo Yeo:
Transformer-based Map Matching Model with Limited Ground-Truth Data using Transfer-Learning Approach. CoRR abs/2108.00439 (2021) - [i4]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 abs/2109.12253 (2021) - [i3]Seongjin Choi:
Deep Learning based Urban Vehicle Trajectory Analytics. CoRR abs/2111.07489 (2021) - 2020
- [c7]Yeeun Kim, Seongjin Choi
Extended Urban Cell Transmission Model Using Agent-based Modeling. ANT/EDI40 2020: 354-361 - [i2]Seongjin Choi, Jiwon Kim, Hwasoo Yeo:
TrajGAIL: Generating Urban Trajectories using Generative Adversarial Imitation Learning. CoRR abs/2007.14189 (2020)
2010 – 2019
- 2019
- [c6]Yeeun Kim, Seongjin Choi
Agent-based Mesoscopic Urban Traffic Simulation based on Multi-lane Cell Transmission Model. ANT/EDI40 2019: 240-247 - [c5]Seongjin Choi
Attention-based Recurrent Neural Network for Urban Vehicle Trajectory Prediction. ANT/EDI40 2019: 327-334 - [c4]Seongjin Choi
Real-time Prediction of Arterial Vehicle Trajectories: An Application to Predictive Route Guidance for an Emergency Vehicle. ITSC 2019: 4030-4036 - 2018
- [j5]Seongjin Choi, Hyeong-Cheol Oh:
Pipelined Squarer for Unsigned Integers of Up to 12 Bits. IEICE Trans. Inf. Syst. 101-D(3): 795-798 (2018) - [c3]Yeeun Kim, Seongjin Choi
Incorporation of Driver Distraction in Car-following model based on Driver's Eye Glance Behavior. ITSC 2018: 1801-1806 - [i1]Seongjin Choi, Jiwon Kim, Hwasoo Yeo:
Attention-based Recurrent Neural Network for Urban Vehicle Trajectory Prediction. CoRR abs/1812.07151 (2018) - 2017
- [j4]Seongjin Choi, Sungho Kim:
An investigation of operating behavior characteristics of a wind power system using a fuzzy clustering method. Expert Syst. Appl. 81: 244-250 (2017) - [c2]Seongjin Choi
Framework for simulation-based lane change control for autonomous vehicles. Intelligent Vehicles Symposium 2017: 699-704
2000 – 2009
- 2009
- [j3]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): 6570-6573 (2009) - [j2]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): 11347-11351 (2009) - 2007
- [c1]Byungwhan Kim, Seongjin Choi:
Adaptive Network-Based Fuzzy Inference Model of Plasma Enhanced Chemical Vapor Deposition Process. ISNN (1) 2007: 602-608 - 2001
- [j1]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): 473-482 (2001)
Coauthor Index
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