Ziyuan Gu

25 papers Journal 21Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
Data-driven departure time and traffic assignment model for intercity multimodal transport system.
Comput. Ind. Eng.
Di Huang, Ziyu Liu, Tianle Li, Ziyuan Gu
2026 J jnl
Let Experts Feel Uncertainty: A Multi-Expert Label Distribution Approach to Probabilistic Time Series Forecasting.
CoRR
Zhen Zhou, Zhirui Wang, Qi Hong, Yunyang Shi, Ziyuan Gu, Zhiyuan Liu
2025 J jnl
A Heteroscedastic Robust Bayesian Optimization Method for Solving Simulation-Based Transportation Problems.
Transp. Sci.
Jinbiao Huo, Ziyuan Gu, Zhiyuan Liu, Shuaian Wang, Gilbert Laporte
2025 — conf
Advancing Simulation-Based Optimization with LLMs for Traffic Problems.
ITSC
Xin Liu, Jinbiao Huo, Zhen Zhou, Zhitao Hu, Ziyuan Gu, Zhiyuan Liu
2025 J jnl
An integrated framework for multiple traffic anomalies detection on highways using vehicle trajectories.
Comput. Aided Civ. Infrastructure Eng.
Zhiyuan Liu, Anfeng Jiang, Zhirui Wang, Zhen Zhou, Lue Fang, Qixiu Cheng, Ziyuan Gu
2025 J jnl
HPTSim: A Highway Parallel Traffic Simulation Framework for Mixed Concurrency Scenarios.
IEEE Intell. Transp. Syst. Mag.
Yunyang Shi, Ziyuan Gu, Anfeng Jiang, Dinghao Zhou, Zhiyuan Liu
2025 J jnl
Leveraging Semi-Supervised Learning and Meta-Learning for Re-Identification in Few-Shot Spatiotemporal Anomaly Detection.
IEEE Trans. Neural Networks Learn. Syst.
Zhen Zhou, Ziyuan Gu, Pan Liu, Wenwu Yu, Zhiyuan Liu
2025 J jnl
Topological Information Utilization in Label Enhancement and Label Distribution Learning Based on Optimal Transport Theory.
IEEE Trans. Knowl. Data Eng.
Ziyuan Gu, Qi Hong, Zhen Zhou, Xin Geng, Zhiyuan Liu, Mo Jia
2024 J jnl
An Adaptive Route Guidance Model Considering the Effect of Traffic Signals Based on Deep Reinforcement Learning.
IEEE Intell. Transp. Syst. Mag.
Yunyang Shi, Ziyuan Gu, Xun Yang, Yingdi Li, Zixuan Chu
2024 J jnl
Online Prediction-Assisted Safe Reinforcement Learning for Electric Vehicle Charging Station Recommendation in Dynamically Coupled Transportation-Power Systems.
CoRR
Qionghua Liao, Guilong Li, Jiajie Yu, Ziyuan Gu, Wei Ma
2024 J jnl
Simulation-Based Robust and Adaptive Optimization Method for Heteroscedastic Transportation Problems.
Transp. Sci.
Ziyuan Gu, Yifan Li, Meead Saberi, Zhiyuan Liu
2023 J jnl
TERL: Two-Stage Ensemble Reinforcement Learning Paradigm for Large-Scale Decentralized Decision Making in Transportation Simulation.
IEEE Trans. Knowl. Data Eng.
Ziyuan Gu, Xun Yang, Qi Zhang, Wenwu Yu, Zhiyuan Liu
2021 J jnl
A macro-micro approach to modeling parking.
CoRR
Ziyuan Gu, Farshid Safarighouzhdib, Meead Saberi, Taha Hossein Rashidi
2021 J jnl
An Open GMNS Dataset of a Dynamic Multi-Modal Transportation Network Model of Melbourne, Australia.
Data
Fatemeh Nourmohammadi, Mohammadhadi Mansourianfar, Sajjad Shafiei, Ziyuan Gu, Meead Saberi
2020 J jnl
Joint routing and pricing control of autonomous vehicles in mixed equilibrium simulation-based dynamic traffic assignment.
CoRR
Mohammadhadi Mansourianfar, Ziyuan Gu, S. Travis Waller, Meead Saberi
2020 J jnl
Simulation-based Optimization of Toll Pricing in Large-Scale Urban Networks using the Network Fundamental Diagram: A Cross-Comparison of Methods.
CoRR
Ziyuan Gu, Meead Saberi
2019 — conf
A Simulation-Based Optimization Framework for Urban Congestion Pricing Considering Travelers' Departure Time Rescheduling.
ITSC
Ziyuan Gu, Meead Saberi
2019 J jnl
A simple contagion process describes spreading of traffic jams in urban networks.
CoRR
Meead Saberi, Mudabber Ashfaq, Homayoun Hamedmoghadam, Seyed Amir Hosseini, Ziyuan Gu, Sajjad Shafiei, Divya Jayakumar Nair, Vinayak V. Dixit, Lauren Gardner, S. Travis Waller, Marta C. González
2019 — —
Dynamic Congestion Pricing in Urban Networks with the Network Fundamental Diagram and Simulation-Based Dynamic Traffic Assignment.
Ziyuan Gu
2019 J jnl
Effects of Turning and Merging on Network Traffic Instability: A Simulation-Based Analysis of Human-Driven and Autonomous Vehicles.
CoRR
Ziyuan Gu, Meead Saberi
2019 J jnl
Optimal distance- and time-dependent area-based pricing with the Network Fundamental Diagram.
CoRR
Ziyuan Gu, Sajjad Shafiei, Zhiyuan Liu, Meead Saberi
2019 J jnl
Surrogate-based toll optimization in a large-scale heterogeneously congested network.
Comput. Aided Civ. Infrastructure Eng.
Ziyuan Gu, S. Travis Waller, Meead Saberi
2019 J jnl
Surrogate-based toll optimization in a large-scale heterogeneously congested network.
CoRR
Ziyuan Gu, S. Travis Waller, Meead Saberi
2018 J jnl
Calibration and validation of a simulation-based dynamic traffic assignment model for a large-scale congested network.
Simul. Model. Pract. Theory
Sajjad Shafiei, Ziyuan Gu, Meead Saberi
2016 — conf
Calibration of traffic flow fundamental diagrams for network simulation applications: A two-stage clustering approach.
ITSC
Ziyuan Gu, Meead Saberi, Majid Sarvi, Zhiyuan Liu