Shiyao Zhang

61 papers A* 4A 1B 1Journal 40Unranked 15
YearRankTypeTitle / Venue / Authors
2026 J jnl
FARS: Elevating Rate-Splitting Multiple Access in Non-Territorial Networks With Intelligent Fluid Antenna System.
IEEE J. Sel. Areas Commun.
Shengyu Zhang, Zan Li, Jia Shi, Yijie Mao, Shiyao Zhang, Tony Q. S. Quek
2026 J jnl
Failure-Aware Bimanual Teleoperation via Conservative Value Guided Assistance.
CoRR
Peng Zhou, Zhongxuan Li, Jinsong Wu, Jiaming Qi, Jun Hu, David Navarro-Alarcon, Jia Pan, Lihua Xie, Shiyao Zhang, Zeqing Zhang
2026 J jnl
RadioGen3D: 3D Radio Map Generation via Adversarial Learning on Large-Scale Synthetic Data.
CoRR
Junshen Chen, Angzi Xu, Zezhong Zhang, Shiyao Zhang, Junting Chen, Shuguang Cui
2026 J jnl
Res-UNet-GRU: A Data-Driven Near-Field Sensing Approach in ISAC-Based Low-Altitude Networks.
IEEE Trans. Cogn. Commun. Netw.
Hongjia Huang, Shiyao Zhang, Weijie Yuan, Zhongbin Wang, Shuqiang Xia, Tony Q. S. Quek, Hyundong Shin
2026 J jnl
SemTraj: Semantic-controllable diffusion model for high-fidelity trajectory data generation.
Expert Syst. Appl.
Yuchen Jiang, Guanhua Chen, Shiyao Zhang, Liang Han, James Jianqiao Yu
2025 J jnl
CLEAR: Spatial-Temporal Traffic Data Representation Learning for Traffic Prediction.
IEEE Trans. Knowl. Data Eng.
James Jianqiao Yu, Xinwei Fang, Shiyao Zhang, Yuxin Ma
2025 J jnl
Efficient Federated Connected Electric Vehicle Scheduling System: A Noncooperative Online Incentive Approach.
IEEE Trans. Intell. Transp. Syst.
Shiyao Zhang, Shengyu Zhang
2025 J jnl
Map-Informed Trajectory Recovery With Adaptive Spatio-Temporal Autoencoder.
IEEE Trans. Intell. Transp. Syst.
Yongchao Ye, Ao Wang, Adnan Zeb, Shiyao Zhang, James Jianqiao Yu
2025 A* conf
Mesh Watermark Removal Attack and Mitigation: A Novel Perspective of Function Space.
AAAI
Xingyu Zhu, Guanhui Ye, Chengdong Dong, Xiapu Luo, Shiyao Zhang, Xuetao Wei
2025 J jnl
Personalizing rate-splitting in vehicular communication via large multi-modal model.
Sci. China Inf. Sci.
Shengyu Zhang, Shiyao Zhang, Weijie Yuan, Jia Shi, Zan Li, Tony Q. S. Quek
2025 — conf
ST-TransNet: An Adaptive Spatio-Temporal Transfer Network for City-Wise Traffic Speed Prediction.
ITSC
Lei Chen, Xuetao Wei, Shiyao Zhang
2025 — conf
Spatial-Temporal Motion Prediction in Cooperative Autonomous Driving System.
VTC2025-Spring
Shiyao Zhang, Shuyu Zhang, Song Wang, Shuangyang Li
2025 J jnl
Traffic forecasting with meta attentive graph convolutional recurrent network.
Expert Syst. Appl.
Adnan Zeb, Jianying Zheng, Yongchao Ye, Junde Chen, Shiyao Zhang, Xuetao Wei, James Jianqiao Yu
2025 J jnl
Unveiling Uncertainty-Aware Autonomous Cooperative Learning Based Planning Strategy.
CoRR
Shiyao Zhang, Liwei Deng, Shuyu Zhang, Weijie Yuan, Hong Zhang
2025 J jnl
Unveiling Uncertainty-Aware Autonomous Cooperative Learning Based Planning Strategy.
IEEE Robotics Autom. Lett.
Shiyao Zhang, Liwei Deng, Shuyu Zhang, Weijie Yuan, Hong Zhang
2024 J jnl
A generalized feature projection scheme for multi-step traffic forecasting.
Expert Syst. Appl.
Adnan Zeb, Shiyao Zhang, Xuetao Wei, James Jian Qiao Yu
2024 A* conf
Achieving Resolution-Agnostic DNN-based Image Watermarking: A Novel Perspective of Implicit Neural Representation.
ACM Multimedia
Yuchen Wang, Xingyu Zhu, Guanhui Ye, Shiyao Zhang, Xuetao Wei
2024 J jnl
Achieving Resolution-Agnostic DNN-based Image Watermarking:A Novel Perspective of Implicit Neural Representation.
CoRR
Yuchen Wang, Xingyu Zhu, Guanhui Ye, Shiyao Zhang, Xuetao Wei
2024 — conf
Digital Twins in Near-Field ISAC Systems: A Deep Learning-based Sensing Approach.
GLOBECOM (Workshops)
Hongjia Huang, Weijie Yuan, Yuanhao Cui, Shiyao Zhang, Jun Wu
2024 J jnl
FedVAE: Trajectory privacy preserving based on Federated Variational AutoEncoder.
CoRR
Yuchen Jiang, Ying Wu, Shiyao Zhang, James J. Q. Yu
2024 J jnl
GT-TTE: Modeling Trajectories as Graphs for Travel Time Estimation.
IEEE Internet Things J.
Yunjie Huang, Xiaozhuang Song, Shiyao Zhang, Lei Li, James Jian Qiao Yu
2024 J jnl
Low-Latency NOMA-Enabled Vehicle Platoon Resource Allocation Scheme: A Deep Deterministic Policy Gradient-Based Approach.
IEEE Commun. Lett.
Junshen Chen, Qihao Yuan, Huiyi Ding, Xingzheng Zhu, Shiyao Zhang
2024 A conf
Multi-Uncertainty Aware Autonomous Cooperative Planning.
IROS
Shiyao Zhang, He Li, Shengyu Zhang, Shuai Wang, Derrick Wing Kwan Ng, Chengzhong Xu
2024 J jnl
Multi-Uncertainty Aware Autonomous Cooperative Planning.
CoRR
Shiyao Zhang, He Li, Shengyu Zhang, Shuai Wang, Derrick Wing Kwan Ng, Chengzhong Xu
2024 — conf
Siamese Multiple Attention Temporal Convolution Networks for Human Mobility Signature Identification.
ITSC
Zhipeng Zheng, Yuchen Jiang, Shiyao Zhang, Xuetao Wei
2024 J jnl
Siamese Multiple Attention Temporal Convolution Networks for Human Mobility Signature Identification.
CoRR
Zhipeng Zheng, Yuchen Jiang, Shiyao Zhang, Xuetao Wei
2024 J jnl
Transformer-Based Channel Prediction for Rate-Splitting Multiple Access-Enabled Vehicle-to-Everything Communication.
IEEE Trans. Wirel. Commun.
Shengyu Zhang, Shiyao Zhang, Yijie Mao, Kwan Lawrence Yeung, Bruno Clerckx, Tony Q. S. Quek
2024 J jnl
Transformer-Empowered Predictive Beamforming for Rate-Splitting Multiple Access in Non-Terrestrial Networks.
IEEE Trans. Wirel. Commun.
Shengyu Zhang, Shiyao Zhang, Weijie Yuan, Tony Q. S. Quek
2024 A* conf
Unveiling the Bias Impact on Symmetric Moral Consistency of Large Language Models.
NeurIPS
Ziyi Zhou, Xinwei Guo, Jiashi Gao, Xiangyu Zhao, Shiyao Zhang, Xin Yao, Xuetao Wei
2024 J jnl
Urban Internet of Electric Vehicle Parking System for Vehicle-to-Grid Scheduling: Formulation and Distributed Algorithm.
IEEE Trans. Veh. Technol.
Shengyu Zhang, Shiyao Zhang, Lawrence K. Yeung, James J. Q. Yu
2023 — conf
Data-Driven Methods for Travel Time Estimation: A Survey.
ITSC
Zhipeng Zheng, Yongchao Ye, Yuanshao Zhu, Shiyao Zhang, James J. Q. Yu
2023 — conf
Data-Driven OTFS Channel Estimation Based on Gated Recurrent Convolutional Autoencoder.
ISCIT
Junshen Chen, Qihao Yuan, Shiyao Zhang, Chang Liu
2023 A* conf
DiffTraj: Generating GPS Trajectory with Diffusion Probabilistic Model.
NeurIPS
Yuanshao Zhu, Yongchao Ye, Shiyao Zhang, Xiangyu Zhao, James Yu
2023 J jnl
Edge-Assisted V2X Motion Planning and Power Control Under Channel Uncertainty.
IEEE Trans. Veh. Technol.
Zongze Li, Shuai Wang, Shiyao Zhang, Miaowen Wen, Kejiang Ye, Yik-Chung Wu, Derrick Wing Kwan Ng
2023 J jnl
Efficient Rate-Splitting Multiple Access for the Internet of Vehicles: Federated Edge Learning and Latency Minimization.
IEEE J. Sel. Areas Commun.
Shengyu Zhang, Shiyao Zhang, Weijie Yuan, Yonghui Li, Lajos Hanzo
2023 — conf
FedVAE: Trajectory privacy preserving based on Federated Variational AutoEncoder.
VTC Fall
Yuchen Jiang, Ying Wu, Shiyao Zhang, James J. Q. Yu
2023 J jnl
Meta Attentive Graph Convolutional Recurrent Network for Traffic Forecasting.
CoRR
Adnan Zeb, Yongchao Ye, Shiyao Zhang, James J. Q. Yu
2023 J jnl
Noncooperative and Cooperative Urban Intelligent Systems: Joint Logistic and Charging Incentive Mechanisms.
IEEE Internet Things J.
Shiyao Zhang, Xingzheng Zhu, Shuai Wang, James J. Q. Yu, Derrick Wing Kwan Ng
2023 J jnl
Rate-Splitting Multiple Access-Based Satellite-Vehicular Communication System: A Noncooperative Game Theoretical Approach.
IEEE Open J. Commun. Soc.
Shengyu Zhang, Shiyao Zhang, Weijie Yuan, Tony Q. S. Quek
2023 J jnl
SAM: Query-efficient Adversarial Attacks against Graph Neural Networks.
ACM Trans. Priv. Secur.
Chenhan Zhang, Shiyao Zhang, James J. Q. Yu, Shui Yu
2023 J jnl
Traffic Prediction With Missing Data: A Multi-Task Learning Approach.
IEEE Trans. Intell. Transp. Syst.
Ao Wang, Yongchao Ye, Xiaozhuang Song, Shiyao Zhang, James J. Q. Yu
2023 J jnl
Traffic Prediction With Transfer Learning: A Mutual Information-Based Approach.
IEEE Trans. Intell. Transp. Syst.
Yunjie Huang, Xiaozhuang Song, Yuanshao Zhu, Shiyao Zhang, James J. Q. Yu
2023 J jnl
Traffic Prediction with Transfer Learning: A Mutual Information-based Approach.
CoRR
Yunjie Huang, Xiaozhuang Song, Yuanshao Zhu, Shiyao Zhang, James J. Q. Yu
2022 J jnl
A Smart Cross-System Framework for Joint Allocation and Scheduling With Vehicle-to-Grid Regulation Service.
IEEE Trans. Veh. Technol.
Shiyao Zhang, Ka-Cheong Leung
2022 J jnl
Autonomous Vehicle Intelligent System: Joint Ride-Sharing and Parcel Delivery Strategy.
IEEE Trans. Intell. Transp. Syst.
Shiyao Zhang, Christos Markos, James J. Q. Yu
2022 J jnl
Collision Avoidance Predictive Motion Planning Based on Integrated Perception and V2V Communication.
IEEE Trans. Intell. Transp. Syst.
Shiyao Zhang, Shuai Wang, Shuai Yu, James J. Q. Yu, Miaowen Wen
2022 J jnl
Edge-Assisted V2X Motion Planning and Power Control Under Channel Uncertainty.
CoRR
Zongze Li, Shuai Wang, Shiyao Zhang, Miaowen Wen, Kejiang Ye, Yik-Chung Wu, Derrick Wing Kwan Ng
2022 J jnl
Efficient Rate-Splitting Multiple Access for the Internet of Vehicles: Federated Edge Learning and Latency Minimization.
CoRR
Shengyu Zhang, Shiyao Zhang, Weijie Yuan, Yonghui Li, Lajos Hanzo
2022 J jnl
Electric Vehicle Dynamic Wireless Charging System: Optimal Placement and Vehicle-to-Grid Scheduling.
IEEE Internet Things J.
Shiyao Zhang, James J. Q. Yu
2022 — conf
Energy-efficient Federated Edge Learning for Internet of Vehicles via Rate-Splitting Multiple Access.
ISWCS
Shengyu Zhang, Shiyao Zhang, Lawrence K. Yeung
2022 B conf
Graph-Based Traffic Forecasting via Communication-Efficient Federated Learning.
WCNC
Chenhan Zhang, Shiyao Zhang, Shui Yu, James J. Q. Yu
2022 J jnl
Joint Optimal Power Flow Routing and Vehicle-to-Grid Scheduling: Theory and Algorithms.
IEEE Trans. Intell. Transp. Syst.
Shiyao Zhang, Ka-Cheong Leung
2022 J jnl
Long-Term Origin-Destination Demand Prediction With Graph Deep Learning.
IEEE Trans. Big Data
Xiexin Zou, Shiyao Zhang, Chenhan Zhang, James J. Q. Yu, Edward Chung
2022 J jnl
Long-Term Urban Traffic Speed Prediction With Deep Learning on Graphs.
IEEE Trans. Intell. Transp. Syst.
James J. Q. Yu, Christos Markos, Shiyao Zhang
2021 — conf
Data-Driven Frequency Regulation Reserve Prediction Based on Deep Learning Approach.
SmartGridComm
Shiyao Zhang, Ka-Cheong Leung
2021 — conf
Origin-Destination Matrix Prediction via Hexagon-based Generated Graph.
ITSC
Yixuan Yang, Shiyao Zhang, Chenhan Zhang, James J. Q. Yu
2021 — conf
Spatial-Temporal Traffic Data Imputation via Graph Attention Convolutional Network.
ICANN (1)
Yongchao Ye, Shiyao Zhang, James J. Q. Yu
2021 — conf
Transfer Learning in Traffic Prediction with Graph Neural Networks.
ITSC
Yunjie Huang, Xiaozhuang Song, Shiyao Zhang, James J. Q. Yu
2020 — conf
Reconstruction of Missing Trajectory Data: A Deep Learning Approach.
ITSC
Ziwei Wang, Shiyao Zhang, James J. Q. Yu
2019 — conf
Joint Optimal Allocation and Scheduling for Electric Buses with Vehicle-to-Grid Regulation Service.
SmartGridComm
Shiyao Zhang, Ka-Cheong Leung
2018 — conf
Joint Optimal Power Flow Routing and Decentralized Scheduling with Vehicle-to-Grid Regulation Service.
SmartGridComm
Shiyao Zhang, Ka-Cheong Leung