Blockchain-Based Distributed Software-Defined Vehicular Networks: A Dueling Deep D Zhang, FR Yu, R Yang
IEEE Transactions on Cognitive Communications and Networking 5 (4), 1086-1100, 2019
93 2019 A machine learning approach for software-defined vehicular ad hoc networks with trust management D Zhang, FR Yu, R Yang
2018 IEEE Global Communications Conference (GLOBECOM), 1-6, 2018
60 2018 Software-defined vehicular networks with trust management: A deep reinforcement learning approach (ESI Highly Cited Paper Reward) D Zhang, FR Yu, R Yang, L Zhu
IEEE Transactions on Intelligent Transportation Systems 23 (2), 1400-1414, 2022
50 * 2022 A deep reinforcement learning-based trust management scheme for software-defined vehicular networks D Zhang, FR Yu, R Yang, H Tang
Proceedings of the 8th ACM symposium on design and analysis of intelligent …, 2018
45 2018 Blockchain-based multi-access edge computing for future vehicular networks: A deep compressed neural network approach D Zhang, FR Yu, R Yang
IEEE Transactions on Intelligent Transportation Systems 23 (8), 12161-12175, 2021
30 2021 Software-defined vehicular ad hoc networks with trust management D Zhang, FR Yu, Z Wei, A Boukerche
Proceedings of the 6th ACM Symposium on Development and Analysis of …, 2016
22 2016 Trust-based secure routing in software-defined vehicular ad hoc networks D Zhang, FR Yu, Z Wei, A Boukerche
arXiv preprint arXiv:1611.04012, 2016
22 2016 Joint Security and Resource Allocation Scheme in Edge Intelligence Enabled CBTCs: A Two-level Game Theoretic Approach Y Li, L Zhu, H Wang, FR Yu, T Tang, D Zhang
IEEE Transactions on Intelligent Transportation Systems 24 (12), 13948 - 13961, 2023
11 2023 Multi-Access Edge Integrated Networking for Internet of Vehicles: A Blockchain-Based Deep Compressed Cooperative Learning Approach D Zhang, W Shi, M St-Hilaire, R Yang
IEEE Transactions on Intelligent Transportation Systems 23 (11), 21593 - 21607, 2022
10 2022 Blockchain-escorted distributed deep learning with collaborative model aggregation towards 6G networks Z Ma, X Yuan, K Liang, J Feng, L Zhu, D Zhang, FR Yu
Future Generation Computer Systems 141, 555-566, 2023
8 2023 Blockchain-Based Federated Learning With Enhanced Privacy and Security Using Homomorphic Encryption and Reputation R Yang, T Zhao, FR Yu, M Li, D Zhang, X Zhao
IEEE Internet of Things Journal, 2024
1 2024 Resource Allocation Strategy for Blockchain-Enabled NOMA-Based MEC Networks JJ Ding, LN Han, J Li, D Zhang
Journal of Cloud Computing, 2023
1 2023 UAV Altitude, Relay Selection and User Association Optimization for Cooperative Relay-Transmission in UAV-IRS based THz Networks Q Li, S Peng, Y Zhang, D Zhang, FR Yu
IEEE Transactions on Green Communications and Networking (Early Access), 2023
1 2023 Software-defined Mobile Ad Hoc Networks with Trust Management D Zhang
Carleton University, 2016
1 2016 Bring the Intelligence Networking among Future Internet of Things: An AI-Driven Distributed Edge Computing Approach D Zhang, W Shi, R Yang, FR Yu
IEEE Transactions on Mobile Computing (Accepted with Minor Revision), 2024
2024 Blockchain-Based Intelligence Networking for Cooperative Positioning Towards Future Internet of Vehicles D Zhang, W Shi, M St-Hilaire, R Yang
IEEE Transactions on Vehicular Technology 73 (3), 3262-3276, 2024
2024 The Permissioned Blockchain with Quantum-Inspired Internet of Intelligence for the Services of Future Internet of Vehicles D Zhang, W Shi, R Yang, Z Zhang
IEEE Transactions on Intelligent Transprotation Systems (Under Review), 2024
2024 Knowledge Guided Machine Learning for Extracting, Preserving, and Adapting Physics-aware Features E He, Y Xie, L Liu, Z Jin, D Zhang, X Jia
Proceedings of the 2024 SIAM International Conference on Data Mining (SDM …, 2024
2024 Exploring the Essence of Intelligence Networking: New Scientific Principles and Laws Behind Artificial Intelligence and Artificial General Intelligence (AGI) D Zhang, W Shi, X Jia, FR Yu, R Yang
IEEE Commutations Surveys & Tutorials (Under Review), 2024
2024 The AI-driven Permissioned Blockchain System for the Services of Future Internet of Things, D Zhang, W Sh
2023 IEEE 11th International Conference on Information, Communication and …, 2023
2023 
F. Richard YuCarleton University, Ottawa, ON, CanadaVerified email at carleton.ca
