Transformer-based Map Matching Model with Limited Ground-Truth Data using Transfer-Learning Approach. - Zhixiong Jin; Seongjin Choi; Hwasoo Yeo (CoRR, 2021)

Asymmetric Long-Term Graph Multi-Attention Network for Traffic Speed Prediction. - Ji-Young Hwang; Byeongjoon Noh; Zhixiong Jin; Hwasoo Yeo (ITSC, 2022)

Deep Learning-based Approach on Risk Estimation of Urban Traffic Accidents. - Zhixiong Jin; Byeongjoon Noh; Haechan Cho; Hwasoo Yeo (ITSC, 2022)

A Framework for Pedestrian Sub-classification and Arrival Time Prediction at Signalized Intersection Using Preprocessed Lidar Data. - Tengfeng Lin; Zhixiong Jin; Seongjin Choi; Hwasoo Yeo (CoRR, 2022)

Prioritized Phase Split Optimization for Coordinated Traffic Signal Control in Urban Network Using Deep Reinforcement Learning. - Hyunsoo Kim; Zhixiong Jin; Hyeyoung Tak; Hwapyeong Yu; Hwasoo Yeo (ITSC, 2023)

WOA-AGA Algorithm Design for Robot Path Planning. - Zhixiong Jin; Guangming Luo; Ran Wen; Jilan Huang (Int. J. Comput. Commun. Control, 2023)

Iot Data Processing and Scheduling Based on Deep Reinforcement Learning. - Yuchuan Jiang; Zhangjun Wang; Zhixiong Jin (Int. J. Comput. Commun. Control, 2023)

A Real-time Evaluation Framework for Pedestrian's Potential Risk at Non-Signalized Intersections Based on Predicted Post-Encroachment Time. - Tengfeng Lin; Zhixiong Jin; Seongjin Choi; Hwasoo Yeo (CoRR, 2024)

Deep Learning Methods for Adjusting Global MFD Speed Estimations to Local Link Configurations. - Zhixiong Jin; Dimitrios Tsitsokas; Nikolas Geroliminis; Ludovic Leclercq (CoRR, 2024)

A Gentle Introduction and Tutorial on Deep Generative Models in Transportation Research. - Seongjin Choi; Zhixiong Jin; Seung Woo Ham; Jiwon Kim; Lijun Sun 001 (CoRR, 2024)

SaliencyMix+: Noise-Minimized Image Mixing Method With Saliency Map in Data Augmentation. - Hajeong Lee; Zhixiong Jin; Jiyoung Woo; Byeongjoon Noh (IEEE Access, 2025)

DRIFT open dataset: A drone-derived intelligence for traffic analysis in urban environment. - Hyejin Lee; Seokjun Hong; Jeonghoon Song; Haechan Cho; Zhixiong Jin; Byeonghun Kim; Joobin Jin; Jaegyun Im; Byeongjoon Noh; Hwasoo Yeo (CoRR, 2025)