Mengyun Xu

25 papers A 1Journal 21Unranked 3
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Macroscopic-Fundamental-Function-Aided Neural Networks for Traffic Flows Prediction From Mobile Signaling Data.
IEEE Internet Things J.
Jie Fang, Xiongwei Wu, Mengyun Xu, Chunping Li, Xuesong Wu, Li Li
2025 J jnl
Coordinated Multi-Agent Reinforcement Learning Method for Integrating Transit Signal Priority and Speed Guidance Control.
IEEE Trans. Intell. Transp. Syst.
Jie Fang, Sibin Cai, Ya You, Mengyun Xu, Prateek Bansal, Eui-Jin Kim
2025 J jnl
FairSignal: A Multiagent Reinforcement Learning Approach Considering Fairness for Multi-Intersection Traffic Signal Control.
IEEE Internet Things J.
Sibin Cai, Jie Fang, Mengyun Xu
2025 J jnl
Freeway optimal control based on emission oriented microscopic graph convolutional neural network.
Appl. Intell.
Jie Fang, Mingwen Lu, Lina Fu, Juanmeizi Wang, Mengyun Xu
2025 J jnl
Heterogeneous multi-modal graph network for arterial travel time prediction.
Appl. Intell.
Jie Fang, Hangyu He, Mengyun Xu, Xiongwei Wu
2025 J jnl
MSFGAN: A multi-source federated generative learning paradigm for robust traffic data imputation.
Knowl. Based Syst.
Jie Fang, Yuqing Shi, Mengyun Xu
2025 J jnl
Physics Informed Multi-task Joint Generative Learning for Arterial Vehicle Trajectory Reconstruction Considering Lane Changing Behavior.
CoRR
Mengyun Xu, Jie Fang, Eui-Jin Kim, Tony Z. Qiu, Prateek Bansal
2025 J jnl
XLight: An interpretable multi-agent reinforcement learning approach for traffic signal control.
Expert Syst. Appl.
Sibin Cai, Jie Fang, Mengyun Xu
2024 J jnl
MDTGAN: Multi domain generative adversarial transfer learning network for traffic data imputation.
Expert Syst. Appl.
Jie Fang, Hangyu He, Mengyun Xu, Hongting Chen
2024 J jnl
Multistep traffic speed prediction from multiple time-scale spatiotemporal features using graph attention network.
Appl. Intell.
Jie Fang, Zhichao Wu, Mengyun Xu, Hongting Chen
2023 J jnl
A Map-Matching Algorithm With Extraction of Multi-Group Information for Low-Frequency Data.
IEEE Intell. Transp. Syst. Mag.
Jie Fang, Xiongwei Wu, DianChao Lin, Mengyun Xu, Huahua Wu, Xuesong Wu, Ting Bi
2023 J jnl
Internet of Vehicles Data-Oriented Arterial Travel Time Estimation Framework With Dynamic Multigraph Model.
IEEE Intell. Transp. Syst. Mag.
Tony Z. Qiu, Mengyun Xu, Jie Fang
2023 J jnl
Multi-Objective Traffic Signal Control Using Network-Wide Agent Coordinated Reinforcement Learning.
Expert Syst. Appl.
Jie Fang, Ya You, Mengyun Xu, Juanmeizi Wang, Sibin Cai
2023 J jnl
Signal-control refined dynamic traffic graph model for movement-based arterial network traffic volume prediction.
Expert Syst. Appl.
Mengyun Xu, Tony Z. Qiu, Jie Fang, Hangyu He, Hongting Chen
2022 J jnl
A Map-matching Algorithm with Extraction of Multi-group Information for Low-frequency Data.
CoRR
Jie Fang, Xiongwei Wu, DianChao Lin, Mengyun Xu, Huahua Wu, Xuesong Wu, Ting Bi
2022 J jnl
A Multi-Attention Tensor Completion Network for Spatiotemporal Traffic Data Imputation.
IEEE Internet Things J.
Xuesong Wu, Mengyun Xu, Jie Fang, Xiongwei Wu
2022 J jnl
An Intelligent Adaptive Spatiotemporal Graph Approach for GPS-Data-Based Travel-Time Estimation.
IEEE Intell. Transp. Syst. Mag.
Mengyun Xu, Jie Fang, Yingfang Tong
2020 A conf
Learning Orientation Distributions for Object Pose Estimation.
IROS
Brian Okorn, Mengyun Xu, Martial Hebert, David Held
2020 J jnl
Learning Orientation Distributions for Object Pose Estimation.
CoRR
Brian Okorn, Mengyun Xu, Martial Hebert, David Held
2019 J jnl
Utilizing Artificial Neural Network in GPS-Equipped Probe Vehicles Data- Based Travel Time Estimation.
IEEE Access
Mengyun Xu, Kehua Guo, Jie Fang, Zeshan Chen
2018 — conf
A Real-time Augmented Reality Surgical System for Overlaying Stiffness Information.
Robotics: Science and Systems
Nicolas Zevallos, Arun Srivatsan Rangaprasad, Hadi Salman, Lu Li, Jianing Qian, Saumya Saxena, Mengyun Xu, Kartik Patath, Howie Choset
2018 — conf
A surgical system for automatic registration, stiffness mapping and dynamic image overlay.
ISMR
Nicolas Zevallos, Rangaprasad Arun Srivatsan, Hadi Salman, Lu Li, Jianing Qian, Saumya Saxena, Mengyun Xu, Kartik Patath, Howie Choset
2018 J jnl
Probabilistic pose estimation using a Bingham distribution-based linear filter.
Int. J. Robotics Res.
Rangaprasad Arun Srivatsan, Mengyun Xu, Nicolas Zevallos, Howie Choset
2017 J jnl
A surgical system for automatic registration, stiffness mapping and dynamic image overlay.
CoRR
Nicolas Zevallos, Rangaprasad Arun Srivatsan, Hadi Salman, Lu Li, Jianing Qian, Saumya Saxena, Mengyun Xu, Kartik Patath, Howie Choset
2017 — conf
Bingham Distribution-Based Linear Filter for Online Pose Estimation.
Robotics: Science and Systems
Arun Srivatsan Rangaprasad, Mengyun Xu, Nicolas Zevallos, Howie Choset