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Zhixiong Jin

University of Minnesota Twin Cities

4H-index
17Paper Count
91Citation Count
Published Papers 8
Publication Date
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Simulation-based Bayesian optimization for large-scale dynamic lane allocation
errTransportation Research Part E-Logistics and Transportation Review
IF8.8
err2026-09-23
err0
errOAAI
errZhixiong Jin; Nikolas Geroliminis; Ludovic Leclercq
errShare
errSave
PMA-Diffusion: A physics-guided mask-aware diffusion framework for traffic state estimation from sparse observations
errTransportation Research Part C-Emerging Technologies
IF7.9
err2026-06-01
err0
PREAI
errLiu, Lindong; Jin, Zhixiong; Choi, Seongjin
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errSave
Predicted lane-based time to collision: A novel surrogate safety measure for pedestrian potential risk evaluation at non-signalized intersections
errTransportation Research Interdisciplinary Perspectives
IF3.8
err2025-10-28
err0
errOAAI
errTengfeng Lin; Zhixiong Jin; Seongjin Choi; Hwasoo Yeo
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errSave
Deep Learning Methods for Adjusting Global MFD Speed Estimations to Local Link Configurations
errIEEE Transactions on Intelligent Transportation Systems
IF8.4
err2025-08-25
err0
PREAI
errZhixiong Jin; Dimitrios Tsitsokas; Nikolas Geroliminis; Ludovic Leclercq
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errSave
A gentle introduction and tutorial on Deep Generative Models in transportation research
errTRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES
IF7.9
err2025-07-01
err0
errOAAI
errChoi, Seongjin; Jin, Zhixiong; Hamd, Seung Woo; Kim, Jiwon; Sunf, Lijun
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errSave
Do enhanced school zone policies improve pedestrians' safety? A deep learning-based case study of Osan City, South Korea
errCITIES
IF6.6
err2025-01-01
err0
PREAI
errJin, Zhixiong; No, Wonjun; Noh, Byeongjoon
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errSave
SaliencyMix plus : Noise-Minimized Image Mixing Method With Saliency Map in Data Augmentation
errIEEE ACCESS
IF3.6
err2025-01-01
err0
errOAAI
errLee, Hajeong; Jin, Zhixiong; Woo, Jiyoung; Noh, Byeongjoon
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errSave
Transformer-based map-matching model with limited labeled data using transfer-learning approach
errTRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES
IF7.9
err2022-07-01
err21
errOAAI
errJin, Zhixiong; Kim, Jiwon; Yeo, Hwasoo; Choi, Seongjin
errShare
errSave

Research Directions

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Co-authors
Cooperation Journals
N
Nikolas Geroliminis
H-index: 57 · Papers: 417
L
Ludovic Leclercq
H-index: 45 · Papers: 346
L
Lijun Sun
H-index: 39 · Papers: 204
H
Hwasoo Yeo
H-index: 34 · Papers: 196
J
Jiyoung Woo
H-index: 28 · Papers: 144
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