Reconstruction of Missing Trajectory Data: A Deep Learning Approach. - Ziwei Wang; Shiyao Zhang 001; James J. Q. Yu (ITSC, 2020)

Spatial-Temporal Traffic Data Imputation via Graph Attention Convolutional Network. - Yongchao Ye; Shiyao Zhang 001; James J. Q. Yu (ICANN (1), 2021)

Transfer Learning in Traffic Prediction with Graph Neural Networks. - Yunjie Huang; Xiaozhuang Song; Shiyao Zhang 001; James J. Q. Yu (ITSC, 2021)

Origin-Destination Matrix Prediction via Hexagon-based Generated Graph. - Yixuan Yang; Shiyao Zhang 001; Chenhan Zhang; James J. Q. Yu (ITSC, 2021)

Energy-efficient Federated Edge Learning for Internet of Vehicles via Rate-Splitting Multiple Access. - Shengyu Zhang; Shiyao Zhang 001; Lawrence K. Yeung (ISWCS, 2022)

Graph-Based Traffic Forecasting via Communication-Efficient Federated Learning. - Chenhan Zhang; Shiyao Zhang 001; Shui Yu 001; James J. Q. Yu (WCNC, 2022)

Electric Vehicle Dynamic Wireless Charging System: Optimal Placement and Vehicle-to-Grid Scheduling. - Shiyao Zhang 001; James J. Q. Yu (IEEE Internet Things J., 2022)

Long-Term Origin-Destination Demand Prediction With Graph Deep Learning. - Xiexin Zou; Shiyao Zhang 001; Chenhan Zhang; James J. Q. Yu; Edward Chung 001 (IEEE Trans. Big Data, 2022)

Long-Term Urban Traffic Speed Prediction With Deep Learning on Graphs. - James J. Q. Yu; Christos Markos; Shiyao Zhang 001 (IEEE Trans. Intell. Transp. Syst., 2022)

Collision Avoidance Predictive Motion Planning Based on Integrated Perception and V2V Communication. - Shiyao Zhang 001; Shuai Wang 004; Shuai Yu 001; James J. Q. Yu; Miaowen Wen (IEEE Trans. Intell. Transp. Syst., 2022)

Joint Optimal Power Flow Routing and Vehicle-to-Grid Scheduling: Theory and Algorithms. - Shiyao Zhang 001; Ka-Cheong Leung (IEEE Trans. Intell. Transp. Syst., 2022)

Autonomous Vehicle Intelligent System: Joint Ride-Sharing and Parcel Delivery Strategy. - Shiyao Zhang 001; Christos Markos; James J. Q. Yu (IEEE Trans. Intell. Transp. Syst., 2022)

A Smart Cross-System Framework for Joint Allocation and Scheduling With Vehicle-to-Grid Regulation Service. - Shiyao Zhang 001; Ka-Cheong Leung (IEEE Trans. Veh. Technol., 2022)

Data-Driven Methods for Travel Time Estimation: A Survey. - Zhipeng Zheng; Yongchao Ye; Yuanshao Zhu; Shiyao Zhang 001; James J. Q. Yu (ITSC, 2023)

DiffTraj: Generating GPS Trajectory with Diffusion Probabilistic Model. - Yuanshao Zhu; Yongchao Ye; Shiyao Zhang 001; Xiangyu Zhao 001; James Yu (NeurIPS, 2023)

FedVAE: Trajectory privacy preserving based on Federated Variational AutoEncoder. - Yuchen Jiang; Ying Wu; Shiyao Zhang 001; James J. Q. Yu (VTC Fall, 2023)

Meta Attentive Graph Convolutional Recurrent Network for Traffic Forecasting. - Adnan Zeb; Yongchao Ye; Shiyao Zhang 001; James J. Q. Yu (CoRR, 2023)

Rate-Splitting Multiple Access-Based Satellite-Vehicular Communication System: A Noncooperative Game Theoretical Approach. - Shengyu Zhang; Shiyao Zhang 001; Weijie Yuan 001; Tony Q. S. Quek (IEEE Open J. Commun. Soc., 2023)

Traffic Prediction With Missing Data: A Multi-Task Learning Approach. - Ao Wang; Yongchao Ye; Xiaozhuang Song; Shiyao Zhang 001; James J. Q. Yu (IEEE Trans. Intell. Transp. Syst., 2023)

Efficient Rate-Splitting Multiple Access for the Internet of Vehicles: Federated Edge Learning and Latency Minimization. - Shengyu Zhang; Shiyao Zhang 001; Weijie Yuan 001; Yonghui Li 001; Lajos Hanzo (IEEE J. Sel. Areas Commun., 2023)

Noncooperative and Cooperative Urban Intelligent Systems: Joint Logistic and Charging Incentive Mechanisms. - Shiyao Zhang 001; Xingzheng Zhu; Shuai Wang 004; James J. Q. Yu; Derrick Wing Kwan Ng (IEEE Internet Things J., 2023)

Edge-Assisted V2X Motion Planning and Power Control Under Channel Uncertainty. - Zongze Li; Shuai Wang 004; Shiyao Zhang 001; Miaowen Wen; Kejiang Ye; Yik-Chung Wu; Derrick Wing Kwan Ng (IEEE Trans. Veh. Technol., 2023)

Traffic Prediction With Transfer Learning: A Mutual Information-Based Approach. - Yunjie Huang; Xiaozhuang Song; Yuanshao Zhu; Shiyao Zhang 001; James J. Q. Yu (IEEE Trans. Intell. Transp. Syst., 2023)

SAM: Query-efficient Adversarial Attacks against Graph Neural Networks. - Chenhan Zhang; Shiyao Zhang 001; James J. Q. Yu; Shui Yu 001 (ACM Trans. Priv. Secur., 2023)

Digital Twins in Near-Field ISAC Systems: A Deep Learning-based Sensing Approach. - Hongjia Huang; Weijie Yuan 001; Yuanhao Cui; Shiyao Zhang 001; Jun Wu 023 (GLOBECOM (Workshops), 2024)

Multi-Uncertainty Aware Autonomous Cooperative Planning. - Shiyao Zhang 001; He Li 043; Shengyu Zhang; Shuai Wang 004; Derrick Wing Kwan Ng; Chengzhong Xu 001 (IROS, 2024)

Siamese Multiple Attention Temporal Convolution Networks for Human Mobility Signature Identification. - Zhipeng Zheng; Yuchen Jiang; Shiyao Zhang 001; Xuetao Wei (ITSC, 2024)

Achieving Resolution-Agnostic DNN-based Image Watermarking: A Novel Perspective of Implicit Neural Representation. - Yuchen Wang; Xingyu Zhu 016; Guanhui Ye; Shiyao Zhang 001; Xuetao Wei (ACM Multimedia, 2024)

Unveiling the Bias Impact on Symmetric Moral Consistency of Large Language Models. - Ziyi Zhou; Xinwei Guo; Jiashi Gao; Xiangyu Zhao 001; Shiyao Zhang 001; Xin Yao 001; Xuetao Wei (NeurIPS, 2024)

Achieving Resolution-Agnostic DNN-based Image Watermarking:A Novel Perspective of Implicit Neural Representation. - Yuchen Wang; Xingyu Zhu 016; Guanhui Ye; Shiyao Zhang 001; Xuetao Wei (CoRR, 2024)

A generalized feature projection scheme for multi-step traffic forecasting. - Adnan Zeb; Shiyao Zhang 001; Xuetao Wei; James Jian Qiao Yu (Expert Syst. Appl., 2024)

Urban Internet of Electric Vehicle Parking System for Vehicle-to-Grid Scheduling: Formulation and Distributed Algorithm. - Shengyu Zhang; Shiyao Zhang 001; Lawrence K. Yeung; James J. Q. Yu (IEEE Trans. Veh. Technol., 2024)

GT-TTE: Modeling Trajectories as Graphs for Travel Time Estimation. - Yunjie Huang; Xiaozhuang Song; Shiyao Zhang 001; Lei Li 003; James Jian Qiao Yu (IEEE Internet Things J., 2024)

Transformer-Based Channel Prediction for Rate-Splitting Multiple Access-Enabled Vehicle-to-Everything Communication. - Shengyu Zhang; Shiyao Zhang 001; Yijie Mao; Kwan Lawrence Yeung; Bruno Clerckx; Tony Q. S. Quek (IEEE Trans. Wirel. Commun., 2024)

Low-Latency NOMA-Enabled Vehicle Platoon Resource Allocation Scheme: A Deep Deterministic Policy Gradient-Based Approach. - Junshen Chen; Qihao Yuan; Huiyi Ding; Xingzheng Zhu; Shiyao Zhang 001 (IEEE Commun. Lett., 2024)

Transformer-Empowered Predictive Beamforming for Rate-Splitting Multiple Access in Non-Terrestrial Networks. - Shengyu Zhang; Shiyao Zhang 001; Weijie Yuan 001; Tony Q. S. Quek (IEEE Trans. Wirel. Commun., 2024)

Mesh Watermark Removal Attack and Mitigation: A Novel Perspective of Function Space. - Xingyu Zhu 016; Guanhui Ye; Chengdong Dong; Xiapu Luo; Shiyao Zhang 001; Xuetao Wei (AAAI, 2025)

Traffic forecasting with meta attentive graph convolutional recurrent network. - Adnan Zeb; Jianying Zheng; Yongchao Ye; Junde Chen; Shiyao Zhang 001; Xuetao Wei; James Jianqiao Yu (Expert Syst. Appl., 2025)

Map-Informed Trajectory Recovery With Adaptive Spatio-Temporal Autoencoder. - Yongchao Ye; Ao Wang; Adnan Zeb; Shiyao Zhang 001; James Jianqiao Yu (IEEE Trans. Intell. Transp. Syst., 2025)

Efficient Federated Connected Electric Vehicle Scheduling System: A Noncooperative Online Incentive Approach. - Shiyao Zhang 001; Shengyu Zhang (IEEE Trans. Intell. Transp. Syst., 2025)

CLEAR: Spatial-Temporal Traffic Data Representation Learning for Traffic Prediction. - James Jianqiao Yu; Xinwei Fang; Shiyao Zhang 001; Yuxin Ma (IEEE Trans. Knowl. Data Eng., 2025)

Unveiling Uncertainty-Aware Autonomous Cooperative Learning Based Planning Strategy. - Shiyao Zhang 001; Liwei Deng; Shuyu Zhang 003; Weijie Yuan 001; Hong Zhang 013 (IEEE Robotics Autom. Lett., 2025)