Shiyao Zhang

Orcid: 0000-0002-6853-0361

According to our database1, Shiyao Zhang authored at least 54 papers between 2015 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Transformer-Based Channel Prediction for Rate-Splitting Multiple Access-Enabled Vehicle-to-Everything Communication.
IEEE Trans. Wirel. Commun., October, 2024

GT-TTE: Modeling Trajectories as Graphs for Travel Time Estimation.
IEEE Internet Things J., October, 2024

Urban Internet of Electric Vehicle Parking System for Vehicle-to-Grid Scheduling: Formulation and Distributed Algorithm.
IEEE Trans. Veh. Technol., January, 2024

A generalized feature projection scheme for multi-step traffic forecasting.
Expert Syst. Appl., 2024

Siamese Multiple Attention Temporal Convolution Networks for Human Mobility Signature Identification.
CoRR, 2024

Harnessing Earnings Reports for Stock Predictions: A QLoRA-Enhanced LLM Approach.
CoRR, 2024

Evaluating Modern Approaches in 3D Scene Reconstruction: NeRF vs Gaussian-Based Methods.
CoRR, 2024

Time Series Modeling for Heart Rate Prediction: From ARIMA to Transformers.
CoRR, 2024

Achieving Resolution-Agnostic DNN-based Image Watermarking:A Novel Perspective of Implicit Neural Representation.
CoRR, 2024

Achieving Resolution-Agnostic DNN-based Image Watermarking: A Novel Perspective of Implicit Neural Representation.
Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

LSTM-MorA: Melody-Accompaniment Classification of MIDI Tracks.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2024, 2024

Really Can't Hold On Anymore? Physiological Indicators Versus Self-Reported Motivation Drop During Jogging.
Proceedings of the 17th International Joint Conference on Biomedical Engineering Systems and Technologies, 2024

Large Language Model Assissted Multi-Agent Dialogue for Ontology Alignment.
Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems, 2024

Examining the Effects of Human-Likeness of Avatars on Emotion Perception and Emotion Elicitation.
Proceedings of the International Conference on Activity and Behavior Computing, 2024

2023
SAM: Query-efficient Adversarial Attacks against Graph Neural Networks.
ACM Trans. Priv. Secur., November, 2023

Traffic Prediction With Transfer Learning: A Mutual Information-Based Approach.
IEEE Trans. Intell. Transp. Syst., August, 2023

Edge-Assisted V2X Motion Planning and Power Control Under Channel Uncertainty.
IEEE Trans. Veh. Technol., July, 2023

Noncooperative and Cooperative Urban Intelligent Systems: Joint Logistic and Charging Incentive Mechanisms.
IEEE Internet Things J., July, 2023

Efficient Rate-Splitting Multiple Access for the Internet of Vehicles: Federated Edge Learning and Latency Minimization.
IEEE J. Sel. Areas Commun., May, 2023

Traffic Prediction With Missing Data: A Multi-Task Learning Approach.
IEEE Trans. Intell. Transp. Syst., April, 2023

Rate-Splitting Multiple Access-Based Satellite-Vehicular Communication System: A Noncooperative Game Theoretical Approach.
IEEE Open J. Commun. Soc., 2023

Meta Attentive Graph Convolutional Recurrent Network for Traffic Forecasting.
CoRR, 2023

Mechanism Analysis of Composite Insulators Deterioration and Decay-Like Aging Caused by Internal Discharge in Transmission Lines.
IEEE Access, 2023

FedVAE: Trajectory privacy preserving based on Federated Variational AutoEncoder.
Proceedings of the 98th IEEE Vehicular Technology Conference, 2023

DiffTraj: Generating GPS Trajectory with Diffusion Probabilistic Model.
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.
Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2023

Data-Driven OTFS Channel Estimation Based on Gated Recurrent Convolutional Autoencoder.
Proceedings of the 22nd International Symposium on Communications and Information Technologies, 2023

Illegal Accounts Detection on Ethereum Using Heterogeneous Graph Transformer Networks.
Proceedings of the Information and Communications Security - 25th International Conference, 2023

2022
A Smart Cross-System Framework for Joint Allocation and Scheduling With Vehicle-to-Grid Regulation Service.
IEEE Trans. Veh. Technol., 2022

Autonomous Vehicle Intelligent System: Joint Ride-Sharing and Parcel Delivery Strategy.
IEEE Trans. Intell. Transp. Syst., 2022

Joint Optimal Power Flow Routing and Vehicle-to-Grid Scheduling: Theory and Algorithms.
IEEE Trans. Intell. Transp. Syst., 2022

Collision Avoidance Predictive Motion Planning Based on Integrated Perception and V2V Communication.
IEEE Trans. Intell. Transp. Syst., 2022

Long-Term Urban Traffic Speed Prediction With Deep Learning on Graphs.
IEEE Trans. Intell. Transp. Syst., 2022

Long-Term Origin-Destination Demand Prediction With Graph Deep Learning.
IEEE Trans. Big Data, 2022

Spatiotemporal Dynamics of Ecological Security Pattern of Urban Agglomerations in Yangtze River Delta Based on LUCC Simulation.
Remote. Sens., 2022

A Bayesian Game-Based Train Protection Method Using Train-to-Train Communication.
IEEE Intell. Transp. Syst. Mag., 2022

Electric Vehicle Dynamic Wireless Charging System: Optimal Placement and Vehicle-to-Grid Scheduling.
IEEE Internet Things J., 2022

Secure Rate-Splitting for the MIMO Broadcast Channel with Imperfect CSIT and a Jammer.
CoRR, 2022

Graph-Based Traffic Forecasting via Communication-Efficient Federated Learning.
Proceedings of the IEEE Wireless Communications and Networking Conference, 2022

Energy-efficient Federated Edge Learning for Internet of Vehicles via Rate-Splitting Multiple Access.
Proceedings of the 18th International Symposium on Wireless Communication Systems, 2022

2021
Data-Driven Frequency Regulation Reserve Prediction Based on Deep Learning Approach.
Proceedings of the IEEE International Conference on Communications, 2021

Origin-Destination Matrix Prediction via Hexagon-based Generated Graph.
Proceedings of the 24th IEEE International Intelligent Transportation Systems Conference, 2021

Transfer Learning in Traffic Prediction with Graph Neural Networks.
Proceedings of the 24th IEEE International Intelligent Transportation Systems Conference, 2021

Spatial-Temporal Traffic Data Imputation via Graph Attention Convolutional Network.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2021, 2021

A digital-twin-assisted fault diagnosis of railway point machine.
Proceedings of the IEEE 2nd International Conference on Digital Twins and Parallel Intelligence, 2021

2020
Reconstruction of Missing Trajectory Data: A Deep Learning Approach.
Proceedings of the 23rd IEEE International Conference on Intelligent Transportation Systems, 2020

2019
Joint Optimal Allocation and Scheduling for Electric Buses with Vehicle-to-Grid Regulation Service.
Proceedings of the 2019 IEEE International Conference on Communications, 2019

2018
Joint Optimal Power Flow Routing and Decentralized Scheduling with Vehicle-to-Grid Regulation Service.
Proceedings of the 2018 IEEE International Conference on Communications, 2018

2017
The Recommendation System of Micro-Blog Topic Based on User Clustering.
Mob. Networks Appl., 2017

Fuzzy temperature control of induction cooker.
Proceedings of the IECON 2017 - 43rd Annual Conference of the IEEE Industrial Electronics Society, Beijing, China, October 29, 2017

2016
Building course semantic view for representing course content concisely.
Int. J. Comput. Sci. Eng., 2016

Building associated semantic representation model for the ultra-short microblog text jumping in big data.
Clust. Comput., 2016

Building User Micro-blog Semantic view based on topic feature extraction.
Proceedings of the 9th EAI International Conference on Mobile Multimedia Communications, 2016

2015
Pervasive Information Visualization: Toward an Information Visualization Design Methodology for Multi-device Co-located Synchronous Collaboration.
Proceedings of the 15th IEEE International Conference on Computer and Information Technology, 2015


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