Seongjin Choi - RankMe

53 papers A 3B 1Journal 35Unranked 14

Year	Rank	Type	Title / Venue / Authors
2026	—	`conf`	A Survey on AI-Enhanced CSI Feedback in Cell-Free Massive MIMO. ICAIIC Seongjin Choi, Donghyun Lee, Junsuk Oh, Thanh Phung Truong, Seungchan Lee, Juyoung Kim, Sungrae Cho
2026	—	`conf`	Energy-Efficient Federated Learning Over-the-Air with Perfect Amplitude Alignment Based on Magnitude-Scaled One-Bit Quantization. ICAIIC Junsuk Oh, Seonghun Hong, Donghyun Lee, Thwe Thwe Win, Hao Hoang Tran, Chunghyun Lee, Chihyun Song, Gahyun Kim, Seongjin Choi, Sungrae Cho
2026	—	`conf`	Recent Advances in Artificial Intelligence for RIS in 6G Wireless Networks. ICAIIC Seungchan Lee, Seongjin Choi, Donghyun Lee, Dongwook Won, Quang Tuan Do, Jaemin Kim, Sungrae Cho
2026	—	`conf`	Researches on Dynamic Metasurface Antenna Based Wireless Communication System. ICAIIC Donghyun Lee, Junsuk Oh, Chihyun Song, Jaemin Kim, Seongjin Choi, Seungchan Lee, Juyoung Kim, Wonjong Noh, Sungrae Cho
2026	J	`jnl`	Weisfeiler and Lehman Go Categorical. CoRR Seongjin Choi, Gahee Kim, Se-Young Yun
2025	J	`jnl`	A Mutual Information-Based Framework for Enhancing Graph Neural Networks on Heterophily. IEEE Access Gahee Kim, Seongjin Choi, Se-Young Yun
2025	—	`conf`	A Survey on Vision-Language-Action Models for Autonomous Driving. ICCVW Sicong Jiang, Menglin Kong, Yihong Tang, Lijun Sun, Kangan Qian, Ziang Luo, Tianze Zhu, Yunlong Wang, Xin Zhao, Tuopu Wen, Zheng Fu, Yang Zhong, Siwen Jiao, Hao Ye, Zilin Huang, Zihao Sheng, Sikai Chen, Seongjin Choi, Kun Jiang, Diange Yang
2025	J	`jnl`	A Survey on Vision-Language-Action Models for Autonomous Driving. CoRR Sicong Jiang, Zilin Huang, Kangan Qian, Ziang Luo, Tianze Zhu, Yang Zhong, Yihong Tang, Menglin Kong, Yunlong Wang, Siwen Jiao, Hao Ye, Zihao Sheng, Xin Zhao, Tuopu Wen, Zheng Fu, Sikai Chen, Kun Jiang, Diange Yang, Seongjin Choi, Lijun Sun
2025	A	`conf`	Adversarial Vulnerabilities in Large Language Models for Time Series Forecasting. AISTATS Fuqiang Liu, Sicong Jiang, Luis Miranda-Moreno, Seongjin Choi, Lijun Sun
2025	J	`jnl`	BO4Mob: Bayesian Optimization Benchmarks for High-Dimensional Urban Mobility Problem. CoRR Seunghee Ryu, Donghoon Kwon, Seongjin Choi, Aryan Deshwal, Seungmo Kang, Carolina Osorio
2025	J	`jnl`	Deep Reinforcement Learning for Dynamic Origin-Destination Matrix Estimation in Microscopic Traffic Simulations Considering Credit Assignment. CoRR Donggyu Min, Seongjin Choi, Dong-Kyu Kim
2025	A	`conf`	Federated Continual Recommendation. CIKM Jaehyung Lim, Wonbin Kweon, Woojoo Kim, Junyoung Kim, Seongjin Choi, Dongha Kim, Hwanjo Yu
2025	J	`jnl`	Federated Continual Recommendation. CoRR Jaehyung Lim, Wonbin Kweon, Woojoo Kim, Junyoung Kim, Seongjin Choi, Dongha Kim, Hwanjo Yu
2025	J	`jnl`	Hypergraph Neural Sheaf Diffusion: A Symmetric Simplicial Set Framework for Higher-Order Learning. IEEE Access Seongjin Choi, Gahee Kim, Yong-Geun Oh
2025	J	`jnl`	Hypergraph Neural Sheaf Diffusion: A Symmetric Simplicial Set Framework for Higher-Order Learning. CoRR Seongjin Choi, Gahee Kim, Yong-Geun Oh
2025	J	`jnl`	PMA-Diffusion: A Physics-guided Mask-Aware Diffusion Framework for TSE from Sparse Observations. CoRR Lindong Liu, Zhixiong Jin, Seongjin Choi
2025	J	`jnl`	Probabilistic Traffic Forecasting with Dynamic Regression. Transp. Sci. Vincent Zhihao Zheng, Seongjin Choi, Lijun Sun
2025	J	`jnl`	Scalable Dynamic Mixture Model with Full Covariance for Probabilistic Traffic Forecasting. Transp. Sci. Seongjin Choi, Nicolas Saunier, Vincent Zhihao Zheng, Martin Trépanier, Lijun Sun
2025	J	`jnl`	Toward Safe Integration of UAM in Terminal Airspace: UAM Route Feasibility Assessment using Probabilistic Aircraft Trajectory Prediction. CoRR Jungwoo Cho, Seongjin Choi
2025	—	`conf`	TrafficNetQA: Question Answering Datasets for Evaluating LLM Performance on Traffic Network Files. SIGSPATIAL/GIS Donghoon Kwon, Seungmo Kang, Seongjin Choi
2025	J	`jnl`	TrajFlow: A Generative Framework for Occupancy Density Estimation Using Normalizing Flows. CoRR Mitch Kosieradzki, Seongjin Choi
2025	J	`jnl`	Video-based Vehicle Surveillance in the Wild: License Plate, Make, and Model Recognition with Self Reflective Vision-Language Models. CoRR Pouya Parsa, Keya Li, Kara M. Kockelman, Seongjin Choi
2025	J	`jnl`	Weaver: Kronecker Product Approximations of Spatiotemporal Attention for Traffic Network Forecasting. CoRR Christopher Cheong, Gary Davis, Seongjin Choi
2024	—	`conf`	A Customizable Neural Network Based Framework for Autonomous Vehicle Control with Human-Guided Learning. ITSC Tianyi Li, Shian Wang, Mingfeng Shang, Seongjin Choi, Raphael E. Stern
2024	J	`jnl`	A Gentle Introduction and Tutorial on Deep Generative Models in Transportation Research. CoRR Seongjin Choi, Zhixiong Jin, Seung Woo Ham, Jiwon Kim, Lijun Sun
2024	J	`jnl`	A Real-time Evaluation Framework for Pedestrian's Potential Risk at Non-Signalized Intersections Based on Predicted Post-Encroachment Time. CoRR Tengfeng Lin, Zhixiong Jin, Seongjin Choi, Hwasoo Yeo
2024	J	`jnl`	Adversarial Vulnerabilities in Large Language Models for Time Series Forecasting. CoRR Fuqiang Liu, Sicong Jiang, Luis Miranda-Moreno, Seongjin Choi, Lijun Sun
2024	A	`conf`	Better Batch for Deep Probabilistic Time Series Forecasting. AISTATS Vincent Zhihao Zheng, Seongjin Choi, Lijun Sun
2024	J	`jnl`	Communication-Aware Reinforcement Learning for Cooperative Adaptive Cruise Control. CoRR Sicong Jiang, Seongjin Choi, Lijun Sun
2023	—	`conf`	A High-Performance 1Tb 3b/Cell 3D-NAND Flash with a 194MB/s Write Throughput on over 300 Layers $\mathsf{i}$. ISSCC 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
2023	J	`jnl`	Better Batch for Deep Probabilistic Time Series Forecasting. CoRR Vincent Zhihao Zheng, Seongjin Choi, Lijun Sun
2023	J	`jnl`	Enhancing Deep Traffic Forecasting Models with Dynamic Regression. CoRR Vincent Zhihao Zheng, Seongjin Choi, Lijun Sun
2022	J	`jnl`	A Framework for Pedestrian Sub-classification and Arrival Time Prediction at Signalized Intersection Using Preprocessed Lidar Data. CoRR Tengfeng Lin, Zhixiong Jin, Seongjin Choi, Hwasoo Yeo
2022	J	`jnl`	Optimal Parking Planning for Shared Autonomous Vehicles. CoRR Seongjin Choi, Jinwoo Lee
2022	J	`jnl`	Safety Monitoring System of CAVs Considering the Trade-Off between Sampling Interval and Data Reliability. Sensors Sehyun Tak, Seongjin Choi
2022	J	`jnl`	Spatiotemporal Residual Regularization with Dynamic Mixtures for Traffic Forecasting. CoRR Seongjin Choi, Nicolas Saunier, Martin Trépanier, Lijun Sun
2021	J	`jnl`	Deep Learning based Urban Vehicle Trajectory Analytics. CoRR Seongjin Choi
2021	J	`jnl`	Development of Safety Monitoring System of Connected and Automated Vehicles considering the Trade-off between Communication Efficiency and Data Reliability. CoRR Sehyun Tak, Seongjin Choi
2021	J	`jnl`	Transformer-based Map Matching Model with Limited Ground-Truth Data using Transfer-Learning Approach. CoRR Zhixiong Jin, Seongjin Choi, Hwasoo Yeo
2020	—	`conf`	Extended Urban Cell Transmission Model Using Agent-based Modeling. ANT/EDI40 Yeeun Kim, Seongjin Choi, Hwasoo Yeo
2020	J	`jnl`	TrajGAIL: Generating Urban Trajectories using Generative Adversarial Imitation Learning. CoRR Seongjin Choi, Jiwon Kim, Hwasoo Yeo
2019	—	`conf`	Agent-based Mesoscopic Urban Traffic Simulation based on Multi-lane Cell Transmission Model. ANT/EDI40 Yeeun Kim, Seongjin Choi, Jihyuk Park, Hwasoo Yeo
2019	—	`conf`	Attention-based Recurrent Neural Network for Urban Vehicle Trajectory Prediction. ANT/EDI40 Seongjin Choi, Jiwon Kim, Hwasoo Yeo
2019	—	`conf`	Real-time Prediction of Arterial Vehicle Trajectories: An Application to Predictive Route Guidance for an Emergency Vehicle. ITSC Seongjin Choi, Jiwon Kim, Hwapyeong Yu, Hwasoo Yeo
2018	J	`jnl`	Attention-based Recurrent Neural Network for Urban Vehicle Trajectory Prediction. CoRR Seongjin Choi, Jiwon Kim, Hwasoo Yeo
2018	—	`conf`	Incorporation of Driver Distraction in Car-following model based on Driver's Eye Glance Behavior. ITSC Yeeun Kim, Seongjin Choi, Hwasoo Yeo
2018	J	`jnl`	Pipelined Squarer for Unsigned Integers of Up to 12 Bits. IEICE Trans. Inf. Syst. Seongjin Choi, Hyeong-Cheol Oh
2017	J	`jnl`	An investigation of operating behavior characteristics of a wind power system using a fuzzy clustering method. Expert Syst. Appl. Seongjin Choi, Sungho Kim
2017	B	`conf`	Framework for simulation-based lane change control for autonomous vehicles. Intelligent Vehicles Symposium Seongjin Choi, Hwasoo Yeo
2009	J	`jnl`	Use of adaptive network fuzzy inference system to predict plasma charging damage on electrical MOSFET properties. Expert Syst. Appl. Byungwhan Kim, Hee Ju Kwon, Seongjin Choi
2009	J	`jnl`	Use of neural network to model X-ray photoelectron spectroscopy data for diagnosis of plasma etch equipment. Expert Syst. Appl. Byungwhan Kim, Jeong Kim, Seongjin Choi
2007	—	`conf`	Adaptive Network-Based Fuzzy Inference Model of Plasma Enhanced Chemical Vapor Deposition Process. ISNN (1) Byungwhan Kim, Seongjin Choi
2001	J	`jnl`	A sensorless approach to control of a turbodynamic left ventricular assist system. IEEE Trans. Control. Syst. Technol. Seongjin Choi, James F. Antaki, J. Robert Boston, Douglas Thomas