James Jian Qiao Yu

IEEE Trans. Knowl. Data Eng., March, 2023

Toward Large-Scale Graph-Based Traffic Forecasting: A Data-Driven Network Partitioning Approach.

[BibT_eX]

[DOI]

IEEE Internet Things J., March, 2023

Video Object Segmentation using Point-based Memory Network.

[BibT_eX]

[DOI]

Pattern Recognit., 2023

Enhancing Traffic Prediction with Learnable Filter Module.

[BibT_eX]

[DOI]

CoRR, 2023

Meta Attentive Graph Convolutional Recurrent Network for Traffic Forecasting.

[BibT_eX]

[DOI]

CoRR, 2023

Diffusion Model for GPS Trajectory Generation.

[BibT_eX]

[DOI]

CoRR, 2023

Deep learning for video object segmentation: a review.

[BibT_eX]

[DOI]

Artif. Intell. Rev., 2023

FedVAE: Trajectory privacy preserving based on Federated Variational AutoEncoder.

[BibT_eX]

[DOI]

Proceedings of the 98th IEEE Vehicular Technology Conference, 2023

SynMob: Creating High-Fidelity Synthetic GPS Trajectory Dataset for Urban Mobility Analysis.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Data-Driven Methods for Travel Time Estimation: A Survey.

[BibT_eX]

[DOI]

Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2023

Uncertainty Quantification for Traffic Forecasting: A Unified Approach.

[BibT_eX]

[DOI]

Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

Construct New Graphs Using Information Bottleneck Against Property Inference Attacks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Communications, 2023

Extracting Privacy-Preserving Subgraphs in Federated Graph Learning using Information Bottleneck.

[BibT_eX]

[DOI]

Proceedings of the 2023 ACM Asia Conference on Computer and Communications Security, 2023

2022

Resource-Constrained Federated Edge Learning With Heterogeneous Data: Formulation and Analysis.

[BibT_eX]

[DOI]

Yi Liu

Yuanshao Zhu

IEEE Trans. Netw. Sci. Eng., 2022

Cross-Area Travel Time Uncertainty Estimation From Trajectory Data: A Federated Learning Approach.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., 2022

Semi-Supervised Federated Learning for Travel Mode Identification From GPS Trajectories.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., 2022

Autonomous Vehicle Intelligent System: Joint Ride-Sharing and Parcel Delivery Strategy.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., 2022

Collision Avoidance Predictive Motion Planning Based on Integrated Perception and V2V Communication.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., 2022

Long-Term Urban Traffic Speed Prediction With Deep Learning on Graphs.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., 2022

Graph Construction for Traffic Prediction: A Data-Driven Approach.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., 2022

CatETA: A Categorical Approximate Approach for Estimating Time of Arrival.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., 2022

Long-Term Origin-Destination Demand Prediction With Graph Deep Learning.

[BibT_eX]

[DOI]

IEEE Trans. Big Data, 2022

Toward Crowdsourced Transportation Mode Identification: A Semisupervised Federated Learning Approach.

[BibT_eX]

[DOI]

IEEE Internet Things J., 2022

Electric Vehicle Dynamic Wireless Charging System: Optimal Placement and Vehicle-to-Grid Scheduling.

[BibT_eX]

[DOI]

IEEE Internet Things J., 2022

A Communication-Efficient Federated Learning Scheme for IoT-Based Traffic Forecasting.

[BibT_eX]

[DOI]

IEEE Internet Things J., 2022

Social-DualCVAE: Multimodal Trajectory Forecasting Based on Social Interactions Pattern Aware and Dual Conditional Variational Auto-Encoder.

[BibT_eX]

[DOI]

Jiashi Gao

Xinming Shi

CoRR, 2022

Graph-Based Traffic Forecasting via Communication-Efficient Federated Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE Wireless Communications and Networking Conference, 2022

Efficient and Effective Multi-task Grouping via Meta Learning on Task Combinations.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021

Sybil Attack Identification for Crowdsourced Navigation: A Self-Supervised Deep Learning Approach.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., 2021

Travel Mode Identification With GPS Trajectories Using Wavelet Transform and Deep Learning.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., 2021

FASTGNN: A Topological Information Protected Federated Learning Approach for Traffic Speed Forecasting.

[BibT_eX]

[DOI]

IEEE Trans. Ind. Informatics, 2021

Complicating the Social Networks for Better Storytelling: An Empirical Study of Chinese Historical Text and Novel.

[BibT_eX]

[DOI]

IEEE Trans. Comput. Soc. Syst., 2021

Citywide traffic speed prediction: A geometric deep learning approach.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2021

Second-order Time Delay Reservoir Computing for Nonlinear Time Series Problems.

[BibT_eX]

[DOI]

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2021

Traffic Data Imputation with Ensemble Convolutional Autoencoder.

[BibT_eX]

[DOI]

Yongchao Ye

Shuyu Zhang

Proceedings of the 24th IEEE International Intelligent Transportation Systems Conference, 2021

Origin-Destination Matrix Prediction via Hexagon-based Generated Graph.

[BibT_eX]

[DOI]

Proceedings of the 24th IEEE International Intelligent Transportation Systems Conference, 2021

Learn Travel Time Distribution with Graph Deep Learning and Generative Adversarial Network.

[BibT_eX]

[DOI]

Xiaozhuang Song

Chenhan Zhang

Proceedings of the 24th IEEE International Intelligent Transportation Systems Conference, 2021

Transfer Learning in Traffic Prediction with Graph Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 24th IEEE International Intelligent Transportation Systems Conference, 2021

FedOVA: One-vs-All Training Method for Federated Learning with Non-IID Data.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2021

A Bayesian Learning Network for Traffic Speed Forecasting with Uncertainty Quantification.

[BibT_eX]

[DOI]

Ying Wu

Proceedings of the International Joint Conference on Neural Networks, 2021

Improving Transportation Mode Identification with Limited GPS Trajectories.

[BibT_eX]

[DOI]

Yuanshao Zhu

Proceedings of the 33rd IEEE International Conference on Tools with Artificial Intelligence, 2021

Attn-CommNet: Coordinated Traffic Lights Control On Large-Scale Network Level.

[BibT_eX]

[DOI]

Jiashi Gao

Xinming Shi

Proceedings of the 33rd IEEE International Conference on Tools with Artificial Intelligence, 2021

Spatial-Temporal Traffic Data Imputation via Graph Attention Convolutional Network.

[BibT_eX]

[DOI]

Yongchao Ye

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2021, 2021

TINet: Multi-dimensional Traffic Data Imputation via Transformer Network.

[BibT_eX]

[DOI]

Xiaozhuang Song

Yongchao Ye

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2021, 2021

Capturing Uncertainty in Unsupervised GPS Trajectory Segmentation Using Bayesian Deep Learning.

[BibT_eX]

[DOI]

Richard Yi Da Xu

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Privacy-Preserving Traffic Flow Prediction: A Federated Learning Approach.

[BibT_eX]

[DOI]

IEEE Internet Things J., 2020

A Novel Interpolation-SVT Approach for Recovering Missing Low-Rank Air Quality Data.

[BibT_eX]

[DOI]

IEEE Access, 2020

Reconstruction of Missing Trajectory Data: A Deep Learning Approach.

[BibT_eX]

[DOI]

Ziwei Wang

Proceedings of the 23rd IEEE International Conference on Intelligent Transportation Systems, 2020

MultiMix: A Multi-Task Deep Learning Approach for Travel Mode Identification with Few GPS Data.

[BibT_eX]

[DOI]

Xiaozhuang Song

Proceedings of the 23rd IEEE International Conference on Intelligent Transportation Systems, 2020

Unsupervised Deep Learning for GPS-Based Transportation Mode Identification.

[BibT_eX]

[DOI]

Proceedings of the 23rd IEEE International Conference on Intelligent Transportation Systems, 2020

FedGRU: Privacy-preserving Traffic Flow Prediction via Federated Learning.

[BibT_eX]

[DOI]

Proceedings of the 23rd IEEE International Conference on Intelligent Transportation Systems, 2020

Robust Federated Learning Approach for Travel Mode Identification from Non-IID GPS Trajectories.

[BibT_eX]

[DOI]

Proceedings of the 26th IEEE International Conference on Parallel and Distributed Systems, 2020

An Enhanced Motif Graph Clustering-Based Deep Learning Approach for Traffic Forecasting.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2020

2019

Delay Aware Power System Synchrophasor Recovery and Prediction Framework.

[BibT_eX]

[DOI]

IEEE Trans. Smart Grid, 2019

Intelligent Fault Detection Scheme for Microgrids With Wavelet-Based Deep Neural Networks.

[BibT_eX]

[DOI]

IEEE Trans. Smart Grid, 2019

Online Vehicle Routing With Neural Combinatorial Optimization and Deep Reinforcement Learning.

[BibT_eX]

[DOI]

Wen Yu

Jiatao Gu

IEEE Trans. Intell. Transp. Syst., 2019

Real-Time Traffic Speed Estimation With Graph Convolutional Generative Autoencoder.

[BibT_eX]

[DOI]

Jiatao Gu

IEEE Trans. Intell. Transp. Syst., 2019

Two-Stage Request Scheduling for Autonomous Vehicle Logistic System.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., 2019

Core-Selecting Auctions for Autonomous Vehicle Public Transportation System.

[BibT_eX]

[DOI]

IEEE Syst. J., 2019

Synchrophasor Recovery and Prediction: A Graph-Based Deep Learning Approach.

[BibT_eX]

[DOI]

IEEE Internet Things J., 2019

Spatial-Temporal Graph Attention Networks: A Deep Learning Approach for Traffic Forecasting.

[BibT_eX]

[DOI]

Chenhan Zhang

Yi Liu

IEEE Access, 2019

Online Traffic Speed Estimation for Urban Road Networks with Few Data: A Transfer Learning Approach.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE Intelligent Transportation Systems Conference, 2019

PPGAN: Privacy-Preserving Generative Adversarial Network.

[BibT_eX]

[DOI]

Proceedings of the 25th IEEE International Conference on Parallel and Distributed Systems, 2019

2018

Coordinated Autonomous Vehicle Parking for Vehicle-to-Grid Services: Formulation and Distributed Algorithm.

[BibT_eX]

[DOI]

IEEE Trans. Smart Grid, 2018

Double Auction-Based Pricing Mechanism for Autonomous Vehicle Public Transportation System.

[BibT_eX]

[DOI]

Zhiyi Lu

IEEE Trans. Intell. Veh., 2018

Autonomous Vehicle Logistic System: Joint Routing and Charging Strategy.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., 2018

Online False Data Injection Attack Detection With Wavelet Transform and Deep Neural Networks.

[BibT_eX]

[DOI]

Yunhe Hou

IEEE Trans. Ind. Informatics, 2018

Delay aware transient stability assessment with synchrophasor recovery and prediction framework.

[BibT_eX]

[DOI]

David J. Hill

Neurocomputing, 2018

2017

A Unified Framework for Wide Area Measurement System Planning.

[BibT_eX]

[DOI]

CoRR, 2017

Delay Aware Intelligent Transient Stability Assessment System.

[BibT_eX]

[DOI]

IEEE Access, 2017

Energy exchange coordination of off-grid charging stations with Vehicular Energy Network.

[BibT_eX]

[DOI]

Siew-Chong Tan

Proceedings of the 2017 IEEE International Conference on Smart Grid Communications, 2017

Robust Routing for Vehicular Energy Network.

[BibT_eX]

[DOI]

Proceedings of the Eighth International Conference on Future Energy Systems, 2017

Low-rank singular value thresholding for recovering missing air quality data.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017

2016

A social spider algorithm for solving the non-convex economic load dispatch problem.

[BibT_eX]

[DOI]

Neurocomputing, 2016

Intelligent Time-Adaptive Transient Stability Assessment System.

[BibT_eX]

[DOI]

CoRR, 2016

Maximizing aggregator profit through energy trading by coordinated electric vehicle charging.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Smart Grid Communications, 2016

Coordinated autonomous vehicle parking for vehicle-to-grid services.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Smart Grid Communications, 2016

Joint relay and user selection for two-hop multi-relay multi-user MIMO systems.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Communication Systems, 2016

2015

Coordinated Electric Vehicle Charging Control with Aggregator Power Trading and Indirect Load Control.

[BibT_eX]

[DOI]

CoRR, 2015

A social spider algorithm for global optimization.

[BibT_eX]

[DOI]

Appl. Soft Comput., 2015

Adaptive Chemical Reaction Optimization for global numerical optimization.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2015

Parameter sensitivity analysis of Social Spider Algorithm.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2015

2014

An inter-molecular adaptive collision scheme for Chemical Reaction Optimization.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2014

Chemical reaction optimization for the set covering problem.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2014

Base station switching problem for green cellular networks with Social Spider Algorithm.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2014

2013

Power-Controlled Cognitive Radio Spectrum Allocation with Chemical Reaction Optimization.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2013

Optimal V2G scheduling of electric vehicles and Unit Commitment using Chemical Reaction Optimization.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2013

2012

Real-Coded Chemical Reaction Optimization.

[BibT_eX]

[DOI]

IEEE Trans. Evol. Comput., 2012

Sensor deployment for air pollution monitoring using public transportation system.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2012

Real-coded chemical reaction optimization with different perturbation functions.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2012

Chemical Reaction Optimization for the optimal power flow problem.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2012

2011

Evolutionary artificial neural network based on Chemical Reaction Optimization.

[BibT_eX]

[DOI]