2024
HierNet: A Hierarchical Resource Allocation Method for Vehicle Platooning Networks.
IEEE Internet Things J., December, 2024
One Size Fits All: A Unified Traffic Predictor for Capturing the Essential Spatial-Temporal Dependency.
IEEE Trans. Neural Networks Learn. Syst., August, 2024
TacNet: A Tactic-Interactive Resource Allocation Method for Vehicular Networks.
IEEE Internet Things J., April, 2024
EdgeCooper: Network-Aware Cooperative LiDAR Perception for Enhanced Vehicular Awareness.
IEEE J. Sel. Areas Commun., January, 2024
One is Plenty: A Polymorphic Feature Interpreter for Immutable Heterogeneous Collaborative Perception.
CoRR, 2024
CollaMamba: Efficient Collaborative Perception with Cross-Agent Spatial-Temporal State Space Model.
CoRR, 2024
Hetecooper: Feature Collaboration Graph for Heterogeneous Collaborative Perception.
Proceedings of the Computer Vision - ECCV 2024, 2024
Plug and Play: A Representation Enhanced Domain Adapter for Collaborative Perception.
Proceedings of the Computer Vision - ECCV 2024, 2024
C-V2X Resource Allocation and Power Control for Cooperative Perception Through Game theory.
Proceedings of the 4th IEEE International Conference on Digital Twins and Parallel Intelligence, 2024
2023
ClusterST: Clustering Spatial-Temporal Network for Traffic Forecasting.
IEEE Trans. Intell. Transp. Syst., January, 2023
MS-Transformer: Masked and Sparse Transformer for Point Cloud Registration.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2023
BlindSpotEliminator: Collaborative Point Cloud Perception in Cellular-V2X Networks.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2023
GPLight: Grouped Multi-agent Reinforcement Learning for Large-scale Traffic Signal Control.
Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023
HierCoop: Hierarchical Cooperative Resource Allocation for Vehicular Communications in Heterogeneous Networks.
Proceedings of the 23rd IEEE International Conference on Communication Technology, 2023
Practical Collaborative Perception: Design, Implementation, and Evaluation.
Proceedings of the IEEE 3rd International Conference on Digital Twins and Parallel Intelligence, 2023
AlphaRoute: Large-Scale Coordinated Route Planning via Monte Carlo Tree Search.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
2022
Guest Editorial Introduction to the Special Section on Cybertwin-Driven 6G for V2X Applications.
IEEE Trans. Veh. Technol., 2022
ESTNet: Embedded Spatial-Temporal Network for Modeling Traffic Flow Dynamics.
IEEE Trans. Intell. Transp. Syst., 2022
Artificial Intelligence Powered Mobile Networks: From Cognition to Decision.
IEEE Netw., 2022
Trajectory Prediction with Heterogeneous Graph Neural Network.
Proceedings of the PRICAI 2022: Trends in Artificial Intelligence, 2022
AdaptLight: Toward Cross-Space-Time Collaboration for Adaptive Traffic Signal Control.
Proceedings of the PRICAI 2023: Trends in Artificial Intelligence, 2022
Complementarity-Enhanced and Redundancy-Minimized Collaboration Network for Multi-agent Perception.
Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022
ACP Based Large-Scale Coordinated Route Planning: From Perspective of Cyber-Physical-Social Systems.
Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2022
F-Transformer: Point Cloud Fusion Transformer for Cooperative 3D Object Detection.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2022, 2022
Cooperative Multi-agent Reinforcement Learning with Hierachical Communication Architecture.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2022, 2022
2021
Software-Defined Cooperative Data Sharing in Edge Computing Assisted 5G-VANET.
IEEE Trans. Mob. Comput., 2021
Space-air-ground integrated networks for future IoT: Architecture, management, service and performance.
Peer-to-Peer Netw. Appl., 2021
Multi-Operator Spectrum Sharing for Massive IoT Coexisting in 5G/B5G Wireless Networks.
IEEE J. Sel. Areas Commun., 2021
Guest Editorial Special Issue on Cybertwin-Driven 6G: Architectures, Methods, and Applications.
IEEE Internet Things J., 2021
GraphComm: Efficient Graph Convolutional Communication for Multiagent Cooperation.
IEEE Internet Things J., 2021
Learning Effective Multi-Vehicle Cooperation at Unsignalized Intersection via Bandwidth-Constrained Communication.
Proceedings of the 94th IEEE Vehicular Technology Conference, 2021
ST-Tracking: Spatial-temporal Graph Convolution Neural Network for Multi-object Tracking.
Proceedings of the 24th IEEE International Intelligent Transportation Systems Conference, 2021
SI-RCNN: A Shape-Invariant Set-Abstraction for 3D Object detection.
Proceedings of the 24th IEEE International Intelligent Transportation Systems Conference, 2021
WR-SRPG: Joint Walking Rhythm and Social Relation-Potential for Pedestrian Trajectory Prediction.
Proceedings of the 24th IEEE International Intelligent Transportation Systems Conference, 2021
MF-Net: Meta Fusion Network for 3D object detection.
Proceedings of the International Joint Conference on Neural Networks, 2021
2020
A Joint Service Migration and Mobility Optimization Approach for Vehicular Edge Computing.
IEEE Trans. Veh. Technol., 2020
Cross-Domain Resource Orchestration for the Edge-Computing-Enabled Smart Road.
IEEE Netw., 2020
A Dual-Attention-Based Neural Network for See-Through Driving Decision.
Proceedings of the 92nd IEEE Vehicular Technology Conference, 2020
A Multi-Timescale Load Balancing Approach in Vehicular Edge Computing.
Proceedings of the 92nd IEEE Vehicular Technology Conference, 2020
A Hierarchical Traffic-Balanced Route Planning Method for Connected Vehicles.
Proceedings of the 92nd IEEE Vehicular Technology Conference, 2020
Multi-Range Gated Graph Neural Network for Telecommunication Fraud Detection.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020
Enabling Self-defined Navigation on Road Graph via Double Rewarded Generalized VIN.
Proceedings of the 22nd IEEE International Conference on High Performance Computing and Communications; 18th IEEE International Conference on Smart City; 6th IEEE International Conference on Data Science and Systems, 2020
2019
Predicting Fine-Grained Traffic Conditions via Spatio-Temporal LSTM.
Wirel. Commun. Mob. Comput., 2019
Toward Dynamic Link Utilization for Efficient Vehicular Edge Content Distribution.
IEEE Trans. Veh. Technol., 2019
A Traffic Prediction Enabled Double Rewarded Value Iteration Network for Route Planning.
IEEE Trans. Veh. Technol., 2019
CESense: Cost-Effective Urban Environment Sensing in Vehicular Sensor Networks.
IEEE Trans. Intell. Transp. Syst., 2019
An End-to-End Load Balancer Based on Deep Learning for Vehicular Network Traffic Control.
IEEE Internet Things J., 2019
A Multi-Vehicle Cooperative Routing Method Based on Evolutionary Game Theory.
Proceedings of the 2019 IEEE Intelligent Transportation Systems Conference, 2019
Edge Service Migration for Vehicular Networks Based on Multi-agent Deep Reinforcement Learning.
Proceedings of the Internet of Vehicles. Technologies and Services Toward Smart Cities, 2019
Learning Route Planning from Experienced Drivers Using Generalized Value Iteration Network.
Proceedings of the Internet of Vehicles. Technologies and Services Toward Smart Cities, 2019
Predicting Steering for Autonomous Vehicles Based on Crowd Sensing and Deep Learning.
Proceedings of the Internet of Vehicles. Technologies and Services Toward Smart Cities, 2019
A Road Traffic Guidance Service Based on Deep Reinforcement Learning.
Proceedings of the Internet of Vehicles. Technologies and Services Toward Smart Cities, 2019
Learning Navigation via R-VIN on Road Graphs.
Proceedings of the International Joint Conference on Neural Networks, 2019
An Edge-Assisted Vehicle Routing Method Based on Game-Theoretic Multiagent Learning.
Proceedings of the 25th IEEE International Conference on Parallel and Distributed Systems, 2019
Cooperative Traffic Signal Control Based on Multi-agent Reinforcement Learning.
Proceedings of the Blockchain and Trustworthy Systems - First International Conference, 2019
2018
Message Relaying and Collaboration Motivating for Mobile Crowdsensing Service: An Edge-Assisted Approach.
Wirel. Commun. Mob. Comput., 2018
sdnMAC: A Software-Defined Network Inspired MAC Protocol for Cooperative Safety in VANETs.
IEEE Trans. Intell. Transp. Syst., 2018
Toward Efficient Content Delivery for Automated Driving Services: An Edge Computing Solution.
IEEE Netw., 2018
Improving the Performance of Stock Trend Prediction by Applying GA to Feature Selection.
Proceedings of the 8th IEEE International Symposium on Cloud and Service Computing, 2018
HESAVE: An Approach for Online Heuristic GPS Trajectory Sampling.
Proceedings of the Internet of Vehicles. Technologies and Services Towards Smart City, 2018
2017
Multi-Task Oriented Participant Recruitment for Vehicular Crowdsensing.
Proceedings of the Internet of Vehicles. Technologies and Services for Smart Cities, 2017
Route-Oriented Participants Recruitment in Collaborative Crowdsensing.
Proceedings of the Collaborative Computing: Networking, Applications and Worksharing, 2017
Relaying Message and Motivating Collaboration for VANET Data Service.
Proceedings of the 2017 IEEE International Conference on Services Computing, 2017
2016
Moving Objects Gathering Patterns Retrieving based on Spatio-Temporal Graph.
Int. J. Web Serv. Res., 2016
Space and Time Constrained Data Offloading in Vehicular Networks.
Proceedings of the 18th IEEE International Conference on High Performance Computing and Communications; 14th IEEE International Conference on Smart City; 2nd IEEE International Conference on Data Science and Systems, 2016
2015
An Adaptive and Compressive Data Gathering Scheme in Vehicular Sensor Networks.
Proceedings of the 21st IEEE International Conference on Parallel and Distributed Systems, 2015
2014
On Retrieving Moving Objects Gathering Patterns from Trajectory Data via Spatio-temporal Graph.
Proceedings of the 2014 IEEE International Congress on Big Data, Anchorage, AK, USA, June 27, 2014