Shiyao Zhang

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 49

Top Topics

Optimal Power Flow

Top Venues

IEEE Trans. Intell. Transp. Syst.

IEEE Trans. Veh. Technol.

Publications

Adnan Zeb, Shiyao Zhang, Xuetao Wei, James Jian Qiao Yu
A generalized feature projection scheme for multi-step traffic forecasting. Expert Syst. Appl. 244 (2024)
Yuchen Wang, Xingyu Zhu, Guanhui Ye, Shiyao Zhang, Xuetao Wei
Achieving Resolution-Agnostic DNN-based Image Watermarking:A Novel Perspective of Implicit Neural Representation. CoRR (2024)
Haowei Ni, Shuchen Meng, Xieming Geng, Panfeng Li, Zhuoying Li, Xupeng Chen, Xiaotong Wang, Shiyao Zhang
Time Series Modeling for Heart Rate Prediction: From ARIMA to Transformers. CoRR (2024)
Shiyao Zhang, Yuji Dong, Yichuan Zhang, Terry R. Payne, Jie Zhang
Large Language Model Assissted Multi-Agent Dialogue for Ontology Alignment. AAMAS (2024)
Shiyao Zhang, Sergei Kolensnikov, Till Rennspieß, Robert Porzel, Tanja Schultz, Hui Liu
Really Can't Hold On Anymore? Physiological Indicators Versus Self-Reported Motivation Drop During Jogging. BIOSTEC (1) (2024)
Yuchen Jiang, Ying Wu, Shiyao Zhang, James J. Q. Yu
FedVAE: Trajectory privacy preserving based on Federated Variational AutoEncoder. CoRR (2024)
Shengyu Zhang, Shiyao Zhang, Lawrence K. Yeung, James J. Q. Yu
Urban Internet of Electric Vehicle Parking System for Vehicle-to-Grid Scheduling: Formulation and Distributed Algorithm. IEEE Trans. Veh. Technol. 73 (1) (2024)
Ao Wang, Yongchao Ye, Xiaozhuang Song, Shiyao Zhang, James J. Q. Yu
Traffic Prediction With Missing Data: A Multi-Task Learning Approach. IEEE Trans. Intell. Transp. Syst. 24 (4) (2023)
Yuchen Jiang, Ying Wu, Shiyao Zhang, James J. Q. Yu
FedVAE: Trajectory privacy preserving based on Federated Variational AutoEncoder. VTC Fall (2023)
Chao Gao, Yanan Peng, Shiyao Zhang, Bo Zhang, Wendong Li, Lee Li
Mechanism Analysis of Composite Insulators Deterioration and Decay-Like Aging Caused by Internal Discharge in Transmission Lines. IEEE Access 11 (2023)
Zhipeng Zheng, Yongchao Ye, Yuanshao Zhu, Shiyao Zhang, James J. Q. Yu
Data-Driven Methods for Travel Time Estimation: A Survey. ITSC (2023)
Shiyao Zhang, Xingzheng Zhu, Shuai Wang, James J. Q. Yu, Derrick Wing Kwan Ng
Noncooperative and Cooperative Urban Intelligent Systems: Joint Logistic and Charging Incentive Mechanisms. IEEE Internet Things J. 10 (13) (2023)
Shengyu Zhang, Shiyao Zhang, Weijie Yuan, Tony Q. S. Quek
Rate-Splitting Multiple Access-Based Satellite-Vehicular Communication System: A Noncooperative Game Theoretical Approach. IEEE Open J. Commun. Soc. 4 (2023)
Chenhan Zhang, Shiyao Zhang, James J. Q. Yu, Shui Yu
SAM: Query-efficient Adversarial Attacks against Graph Neural Networks. ACM Trans. Priv. Secur. 26 (4) (2023)
Junshen Chen, Qihao Yuan, Shiyao Zhang, Chang Liu
Data-Driven OTFS Channel Estimation Based on Gated Recurrent Convolutional Autoencoder. ISCIT (2023)
Yuanshao Zhu, Yongchao Ye, Shiyao Zhang, Xiangyu Zhao, James Yu
DiffTraj: Generating GPS Trajectory with Diffusion Probabilistic Model. NeurIPS (2023)
Yunjie Huang, Xiaozhuang Song, Yuanshao Zhu, Shiyao Zhang, James J. Q. Yu
Traffic Prediction With Transfer Learning: A Mutual Information-Based Approach. IEEE Trans. Intell. Transp. Syst. 24 (8) (2023)
Yunjie Huang, Xiaozhuang Song, Yuanshao Zhu, Shiyao Zhang, James J. Q. Yu
Traffic Prediction with Transfer Learning: A Mutual Information-based Approach. CoRR (2023)
Chang Xu, Shiyao Zhang, Liehuang Zhu, Xiaodong Shen, Xiaoming Zhang
Illegal Accounts Detection on Ethereum Using Heterogeneous Graph Transformer Networks. ICICS (2023)
Shengyu Zhang, Shiyao Zhang, Weijie Yuan, Yonghui Li, Lajos Hanzo
Efficient Rate-Splitting Multiple Access for the Internet of Vehicles: Federated Edge Learning and Latency Minimization. IEEE J. Sel. Areas Commun. 41 (5) (2023)
Zongze Li, Shuai Wang, Shiyao Zhang, Miaowen Wen, Kejiang Ye, Yik-Chung Wu, Derrick Wing Kwan Ng
Edge-Assisted V2X Motion Planning and Power Control Under Channel Uncertainty. IEEE Trans. Veh. Technol. 72 (7) (2023)
Adnan Zeb, Yongchao Ye, Shiyao Zhang, James J. Q. Yu
Meta Attentive Graph Convolutional Recurrent Network for Traffic Forecasting. CoRR (2023)
Chenhan Zhang, Shiyao Zhang, Shui Yu, James J. Q. Yu
Graph-Based Traffic Forecasting via Communication-Efficient Federated Learning. WCNC (2022)
Tong Zhang, Dongsheng Chen, Na Li, Shiyao Zhang, Rui Wang
Secure Rate-Splitting for the MIMO Broadcast Channel with Imperfect CSIT and a Jammer. CoRR (2022)
Shiyao Zhang, James J. Q. Yu
Electric Vehicle Dynamic Wireless Charging System: Optimal Placement and Vehicle-to-Grid Scheduling. IEEE Internet Things J. 9 (8) (2022)
Shiyao Zhang, Christos Markos, James J. Q. Yu
Autonomous Vehicle Intelligent System: Joint Ride-Sharing and Parcel Delivery Strategy. IEEE Trans. Intell. Transp. Syst. 23 (10) (2022)
Shengyu Zhang, Shiyao Zhang, Lawrence K. Yeung
Energy-efficient Federated Edge Learning for Internet of Vehicles via Rate-Splitting Multiple Access. ISWCS (2022)
James J. Q. Yu, Christos Markos, Shiyao Zhang
Long-Term Urban Traffic Speed Prediction With Deep Learning on Graphs. IEEE Trans. Intell. Transp. Syst. 23 (7) (2022)
Shiyao Zhang, Ka-Cheong Leung
Joint Optimal Power Flow Routing and Vehicle-to-Grid Scheduling: Theory and Algorithms. IEEE Trans. Intell. Transp. Syst. 23 (1) (2022)
Shiyao Zhang, Shuai Wang, Shuai Yu, James J. Q. Yu, Miaowen Wen
Collision Avoidance Predictive Motion Planning Based on Integrated Perception and V2V Communication. IEEE Trans. Intell. Transp. Syst. 23 (7) (2022)
Xiexin Zou, Shiyao Zhang, Chenhan Zhang, James J. Q. Yu, Edward Chung
Long-Term Origin-Destination Demand Prediction With Graph Deep Learning. IEEE Trans. Big Data 8 (6) (2022)
Shiyao Zhang, Huaiyong Shao, Xiaoqin Li, Wei Xian, Qiufang Shao, Ziqiang Yin, Fang Lai, Jiaguo Qi
Spatiotemporal Dynamics of Ecological Security Pattern of Urban Agglomerations in Yangtze River Delta Based on LUCC Simulation. Remote. Sens. 14 (2) (2022)
Shengyu Zhang, Shiyao Zhang, Weijie Yuan, Yonghui Li, Lajos Hanzo
Efficient Rate-Splitting Multiple Access for the Internet of Vehicles: Federated Edge Learning and Latency Minimization. CoRR (2022)
Shiyao Zhang, Ka-Cheong Leung
A Smart Cross-System Framework for Joint Allocation and Scheduling With Vehicle-to-Grid Regulation Service. IEEE Trans. Veh. Technol. 71 (6) (2022)
Zongze Li, Shuai Wang, Shiyao Zhang, Miaowen Wen, Kejiang Ye, Yik-Chung Wu, Derrick Wing Kwan Ng
Edge-Assisted V2X Motion Planning and Power Control Under Channel Uncertainty. CoRR (2022)
Wei Wu, Haifeng Song, Zixuan Zhang, Shiyao Zhang, Jochen Trinckauf, Hairong Dong
A Bayesian Game-Based Train Protection Method Using Train-to-Train Communication. IEEE Intell. Transp. Syst. Mag. 14 (4) (2022)
Shiyao Zhang, Hairong Dong, Ulrich Maschek, Haifeng Song
A digital-twin-assisted fault diagnosis of railway point machine. DTPI (2021)
Yunjie Huang, Xiaozhuang Song, Shiyao Zhang, James J. Q. Yu
Transfer Learning in Traffic Prediction with Graph Neural Networks. ITSC (2021)
Shiyao Zhang, Ka-Cheong Leung
Data-Driven Frequency Regulation Reserve Prediction Based on Deep Learning Approach. SmartGridComm (2021)
Yongchao Ye, Shiyao Zhang, James J. Q. Yu
Spatial-Temporal Traffic Data Imputation via Graph Attention Convolutional Network. ICANN (1) (2021)
Yixuan Yang, Shiyao Zhang, Chenhan Zhang, James J. Q. Yu
Origin-Destination Matrix Prediction via Hexagon-based Generated Graph. ITSC (2021)
Ziwei Wang, Shiyao Zhang, James J. Q. Yu
Reconstruction of Missing Trajectory Data: A Deep Learning Approach. ITSC (2020)
Shiyao Zhang, Ka-Cheong Leung
Joint Optimal Allocation and Scheduling for Electric Buses with Vehicle-to-Grid Regulation Service. SmartGridComm (2019)
Shiyao Zhang, Ka-Cheong Leung
Joint Optimal Power Flow Routing and Decentralized Scheduling with Vehicle-to-Grid Regulation Service. SmartGridComm (2018)
Shunxiang Zhang, Shiyao Zhang, Neil Y. Yen, Guangli Zhu
The Recommendation System of Micro-Blog Topic Based on User Clustering. Mob. Networks Appl. 22 (2) (2017)
Zhidong Dong, Yuling Li, Shiyao Zhang, Fei Shang
Fuzzy temperature control of induction cooker. IECON (2017)
Shunxiang Zhang, Yin Wang, Shiyao Zhang, Guangli Zhu
Building associated semantic representation model for the ultra-short microblog text jumping in big data. Clust. Comput. 19 (3) (2016)
Shunxiang Zhang, Shiyao Zhang, Guangli Zhu
Building User Micro-blog Semantic view based on topic feature extraction. MobiMedia (2016)
Shunxiang Zhang, Yin Wang, Shiyao Zhang, Guangli Zhu
Building course semantic view for representing course content concisely. Int. J. Comput. Sci. Eng. 13 (4) (2016)
Paul Craig, Xin Huang, Huayue Chen, Xi Wang, Shiyao Zhang
Pervasive Information Visualization: Toward an Information Visualization Design Methodology for Multi-device Co-located Synchronous Collaboration. CIT/IUCC/DASC/PICom (2015)