Yang Liu

According to our database, Yang Liu authored at least 17 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Deep Adaptive Control: Deep Reinforcement Learning-Based Adaptive Vehicle Trajectory Control Algorithms for Different Risk Levels.

Yixu He, Yang Liu, Lan Yang, Xiaobo Qu

IEEE Trans. Intell. Veh., January, 2024

A Dynamic Transformation Car-Following Model for the Prediction of the Traffic Flow Oscillation.

Shan Fang, Lan Yang, Xiangmo Zhao, Wei Wang, Zhigang Xu, Guoyuan Wu, Yang Liu, Xiaobo Qu

IEEE Intell. Transp. Syst. Mag., 2024

2023

How Generative Adversarial Networks Promote the Development of Intelligent Transportation Systems: A Survey.

Hongyi Lin, Yang Liu, Shen Li, Xiaobo Qu

IEEE CAA J. Autom. Sinica, September, 2023

2022

A Partial-Fréchet-Distance-Based Framework for Bus Route Identification.

Cheng Lyu, Xinhua Wu, Yang Liu, Zhiyuan Liu

IEEE Trans. Intell. Transp. Syst., 2022

Behavior2vector: Embedding Users' Personalized Travel Behavior to Vector.

Yang Liu, Fanyou Wu, Cheng Lyu, Xin Liu, Zhiyuan Liu

IEEE Trans. Intell. Transp. Syst., 2022

Model Controlled Prediction: A Reciprocal Alternative of Model Predictive Control.

Shen Li, Yang Liu, Xiaobo Qu

IEEE CAA J. Autom. Sinica, 2022

Some Practice for Improving the Search Results of E-commerce.

Fanyou Wu, Yang Liu, Rado Gazo, Bedrich Benes, Xiaobo Qu

CoRR, 2022

2021

Automatic Feature Engineering for Bus Passenger Flow Prediction Based on Modular Convolutional Neural Network.

Yang Liu, Cheng Lyu, Xin Liu, Zhiyuan Liu

IEEE Trans. Intell. Transp. Syst., 2021

Building Personalized Transportation Model for Online Taxi-Hailing Demand Prediction.

Zhiyuan Liu, Yang Liu, Cheng Lyu, Jieping Ye

IEEE Trans. Cybern., 2021

2020

Attention-Based Deep Ensemble Net for Large-Scale Online Taxi-Hailing Demand Prediction.

Yang Liu, Zhiyuan Liu, Cheng Lyu, Jieping Ye

IEEE Trans. Intell. Transp. Syst., 2020

Spatio-Temporal Ensemble Method for Car-Hailing Demand Prediction.

Yang Liu, Cheng Lyu, Anish Khadka, Wenbo Zhang, Zhiyuan Liu

IEEE Trans. Intell. Transp. Syst., 2020

TLab: Traffic Map Movie Forecasting Based on HR-NET.

Fanyou Wu, Yang Liu, Zhiyuan Liu, Xiaobo Qu, Rado Gazo, Eva Haviarova

CoRR, 2020

A spatio-temporal ensemble method for large-scale traffic state prediction.

Yang Liu, Zhiyuan Liu, Hai L. Vu, Cheng Lyu

Comput. Aided Civ. Infrastructure Eng., 2020

Traffic4cast at NeurIPS 2020 ? yet more on theunreasonable effectiveness of gridded geo-spatial processes.

Michael Kopp, David P. Kreil, Moritz Neun, David Jonietz, Henry Martin, Pedro Herruzo, Aleksandra Gruca, Ali Soleymani, Fanyou Wu, Yang Liu, Jingwei Xu, Jianjin Zhang, Jay Santokhi, Alabi Bojesomo, Hasan Al-Marzouqi, Panos Liatsis, Pak Hay Kwok, Qi Qi, Sepp Hochreiter

Proceedings of the NeurIPS 2020 Competition and Demonstration Track, 2020

2019

A Two-Stage Destination Prediction Framework of Shared Bicycles Based on Geographical Position Recommendation.

Yang Liu, Ruo Jia, Xue Xie, Zhiyuan Liu

IEEE Intell. Transp. Syst. Mag., 2019

Building Effective Large-Scale Traffic State Prediction System: Traffic4cast Challenge Solution.

Yang Liu, Fanyou Wu, Baosheng Yu, Zhiyuan Liu, Jieping Ye

CoRR, 2019

Building Effective Short Video Recommendation.

Yang Liu, Cheng Lyu, Zhiyuan Liu, Dacheng Tao

Proceedings of the IEEE International Conference on Multimedia & Expo Workshops, 2019