Shiyao Zhang

Orcid: 0000-0002-0004-1801

Affiliations:

Great Bay University, Dongguan, China

According to our database¹, Shiyao Zhang authored at least 42 papers between 2020 and 2025.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

Legend:

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In proceedings

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PhD thesis

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Bibliography

2025

Unveiling Uncertainty-Aware Autonomous Cooperative Learning Based Planning Strategy.

[BibT_eX]

[DOI]

IEEE Robotics Autom. Lett., December, 2025

CLEAR: Spatial-Temporal Traffic Data Representation Learning for Traffic Prediction.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., April, 2025

Efficient Federated Connected Electric Vehicle Scheduling System: A Noncooperative Online Incentive Approach.

[BibT_eX]

[DOI]

Shiyao Zhang

Shengyu Zhang

IEEE Trans. Intell. Transp. Syst., March, 2025

Map-Informed Trajectory Recovery With Adaptive Spatio-Temporal Autoencoder.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., January, 2025

Traffic forecasting with meta attentive graph convolutional recurrent network.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2025

Mesh Watermark Removal Attack and Mitigation: A Novel Perspective of Function Space.

[BibT_eX]

[DOI]

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

2024

Transformer-Empowered Predictive Beamforming for Rate-Splitting Multiple Access in Non-Terrestrial Networks.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., December, 2024

Low-Latency NOMA-Enabled Vehicle Platoon Resource Allocation Scheme: A Deep Deterministic Policy Gradient-Based Approach.

[BibT_eX]

[DOI]

IEEE Commun. Lett., November, 2024

Transformer-Based Channel Prediction for Rate-Splitting Multiple Access-Enabled Vehicle-to-Everything Communication.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., October, 2024

GT-TTE: Modeling Trajectories as Graphs for Travel Time Estimation.

[BibT_eX]

[DOI]

IEEE Internet Things J., October, 2024

Urban Internet of Electric Vehicle Parking System for Vehicle-to-Grid Scheduling: Formulation and Distributed Algorithm.

[BibT_eX]

[DOI]

IEEE Trans. Veh. Technol., January, 2024

A generalized feature projection scheme for multi-step traffic forecasting.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2024

Achieving Resolution-Agnostic DNN-based Image Watermarking:A Novel Perspective of Implicit Neural Representation.

[BibT_eX]

[DOI]

CoRR, 2024

Unveiling the Bias Impact on Symmetric Moral Consistency of Large Language Models.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Achieving Resolution-Agnostic DNN-based Image Watermarking: A Novel Perspective of Implicit Neural Representation.

[BibT_eX]

[DOI]

Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

Siamese Multiple Attention Temporal Convolution Networks for Human Mobility Signature Identification.

[BibT_eX]

[DOI]

Proceedings of the 27th IEEE International Conference on Intelligent Transportation Systems, 2024

Multi-Uncertainty Aware Autonomous Cooperative Planning.

[BibT_eX]

[DOI]

Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2024

Digital Twins in Near-Field ISAC Systems: A Deep Learning-based Sensing Approach.

[BibT_eX]

[DOI]

Proceedings of the IEEE Globecom Workshops 2024, 2024

2023

SAM: Query-efficient Adversarial Attacks against Graph Neural Networks.

[BibT_eX]

[DOI]

ACM Trans. Priv. Secur., November, 2023

Traffic Prediction With Transfer Learning: A Mutual Information-Based Approach.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., August, 2023

Edge-Assisted V2X Motion Planning and Power Control Under Channel Uncertainty.

[BibT_eX]

[DOI]

IEEE Trans. Veh. Technol., July, 2023

Noncooperative and Cooperative Urban Intelligent Systems: Joint Logistic and Charging Incentive Mechanisms.

[BibT_eX]

[DOI]

IEEE Internet Things J., July, 2023

Efficient Rate-Splitting Multiple Access for the Internet of Vehicles: Federated Edge Learning and Latency Minimization.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Commun., May, 2023

Traffic Prediction With Missing Data: A Multi-Task Learning Approach.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., April, 2023

Rate-Splitting Multiple Access-Based Satellite-Vehicular Communication System: A Noncooperative Game Theoretical Approach.

[BibT_eX]

[DOI]

IEEE Open J. Commun. Soc., 2023

Meta Attentive Graph Convolutional Recurrent Network for Traffic Forecasting.

[BibT_eX]

[DOI]

CoRR, 2023

FedVAE: Trajectory privacy preserving based on Federated Variational AutoEncoder.

[BibT_eX]

[DOI]

Proceedings of the 98th IEEE Vehicular Technology Conference, 2023

DiffTraj: Generating GPS Trajectory with Diffusion Probabilistic Model.

[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 26th IEEE International Conference on Intelligent Transportation Systems, 2023

2022

A Smart Cross-System Framework for Joint Allocation and Scheduling With Vehicle-to-Grid Regulation Service.

[BibT_eX]

[DOI]

Shiyao Zhang

Ka-Cheong Leung

IEEE Trans. Veh. Technol., 2022

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

[BibT_eX]

[DOI]

Shiyao Zhang

Christos Markos

James J. Q. Yu

IEEE Trans. Intell. Transp. Syst., 2022

Joint Optimal Power Flow Routing and Vehicle-to-Grid Scheduling: Theory and Algorithms.

[BibT_eX]

[DOI]

Shiyao Zhang

Ka-Cheong Leung

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]

James J. Q. Yu

Christos Markos

Shiyao Zhang

IEEE Trans. Intell. Transp. Syst., 2022

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

[BibT_eX]

[DOI]

IEEE Trans. Big Data, 2022

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

[BibT_eX]

[DOI]

Shiyao Zhang

James J. Q. Yu

IEEE Internet Things J., 2022

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

[BibT_eX]

[DOI]

Proceedings of the IEEE Wireless Communications and Networking Conference, 2022

Energy-efficient Federated Edge Learning for Internet of Vehicles via Rate-Splitting Multiple Access.

[BibT_eX]

[DOI]

Shengyu Zhang

Shiyao Zhang

Lawrence K. Yeung

Proceedings of the 18th International Symposium on Wireless Communication Systems, 2022

2021

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

[BibT_eX]

[DOI]

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

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

[BibT_eX]

[DOI]

Yongchao Ye

Shiyao Zhang

James J. Q. Yu

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

2020

Reconstruction of Missing Trajectory Data: A Deep Learning Approach.

[BibT_eX]

[DOI]

Ziwei Wang

Shiyao Zhang

James J. Q. Yu

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

Shiyao Zhang

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