Blockchain-Based Distributed Software-Defined Vehicular Networks: A Dueling Deep -Learning Approach D Zhang, FR Yu, R Yang
IEEE Transactions on Cognitive Communications and Networking 5 (4), 1086-1100, 2019
99 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
63 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
57 * 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
46 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
32 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
15 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
9 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
8 2024 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
3 2023 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
2 2024 Resource Allocation Strategy for Blockchain-Enabled NOMA-Based MEC Networks JJ Ding, LN Han, J Li, D Zhang
Journal of Cloud Computing, 2023
2 2023 A Blockchain-Based Distributed Pruning Deep Compression Approach for Cooperative Positioning in Internet of Vehicles D Zhang, W Shi, M St-Hilaire, R Yang
2022 International Wireless Communications and Mobile Computing (IWCMC), 443-448, 2022
1 2022 Software-defined Mobile Ad Hoc Networks with Trust Management D Zhang
Carleton University, 2016
1 2016 MGtree: Distributed Multi-Granularity Semantic Spanning Trees for Edge Intelligence M Ding, Y Zhang, C Qiu, F Gao, X Wang, D Zhang
Proc. 2025 IEEE International Conference on Computer Communications (Infocom’25), 2024
2024 Blockchain-based Edge Intelligence Enabled by AI Large Models for Future Internet of Things D Zhang, W Shi
2024 IEEE 11th International Conference on Information, Communication and …, 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 (Major Revision), 2024
2024 The “Crucial Leap" in Artificial Intelligence: Exploring the Essence of Network Computing from AI to Generative AI D Zhang, W Shi
IEEE Internet of Things Journal (Under Riview), 2024
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