| An explainable machine learning framework for intrusion detection systems M Wang, K Zheng, Y Yang, X Wang IEEE Access 8, 73127-73141, 2020 | 396 | 2020 |
| LLM-Assisted Light: Leveraging large language model capabilities for human-mimetic traffic signal control in complex urban environments M Wang, A Pang, Y Kan, MO Pun, CS Chen, B Huang arXiv preprint arXiv:2403.08337, 2024 | 55 | 2024 |
| An encrypted traffic classification framework based on convolutional neural networks and stacked autoencoders M Wang, K Zheng, D Luo, Y Yang, X Wang 2020 IEEE 6th International conference on computer and communications (ICCC …, 2020 | 43 | 2020 |
| CENTIME: A Direct Comprehensive Traffic Features Extraction for Encrypted Traffic Classification M Wang, K Zheng, X Ning, Y Yang, X Wang 2021 IEEE 6th International Conference on Computer and Communication Systems …, 2021 | 30 | 2021 |
| iLLM-TSC: Integration reinforcement learning and large language model for traffic signal control policy improvement A Pang, M Wang, MO Pun, CS Chen, X Xiong arXiv preprint arXiv:2407.06025, 2024 | 29 | 2024 |
| UniTSA: A universal reinforcement learning framework for v2x traffic signal control M Wang, X Xiong, Y Kan, C Xu, MO Pun IEEE Transactions on Vehicular Technology 73 (10), 14354-14369, 2024 | 27 | 2024 |
| Scalable reinforcement learning framework for traffic signal control under communication delays A Pang, M Wang, Y Chen, MO Pun, M Lepech IEEE Open Journal of Vehicular Technology 5, 330-343, 2024 | 14 | 2024 |
| Reinforcement Learning from Human Feedback for Lane Changing of Autonomous Vehicles in Mixed Traffic Y Wang, L Liu, M Wang, X Xiong 2025 Transportation Research Board Annual Meeting, 2024 | 13 | 2024 |
| 众创空间生态系统: 内涵, 特点, 结构及运行机制 贾天明， 雷良海， 王茂南 科技管理研究 37 (11), 8-14, 2017 | 11 | 2017 |
| CL-CoTNav: Closed-Loop Hierarchical Chain-of-Thought for Zero-Shot Object-Goal Navigation with Vision-Language Models Y Cai, X He, M Wang, H Guo, WY Yau, C Lv arXiv preprint arXiv:2504.09000, 2025 | 10 | 2025 |
| ADLight: A Universal Approach of Traffic Signal Control with Augmented Data Using Reinforcement Learning M Wang, Y Xu, X Xiong, Y Kan, C Xu, MO Pun 2023 Transportation Research Board Annual Meeting, 2022 | 10 | 2022 |
| Adaptive coordinated traffic control for arterial intersections based on reinforcement learning Z Ma, C Xu, Y Kan, M Wang, W Wu 2021 IEEE International Intelligent Transportation Systems Conference (ITSC …, 2021 | 10 | 2021 |
| Traffic Signal Cycle Control with Centralized Critic and Decentralized Actors under Varying Intervention Frequencies M Wang, Y Chen, Y Kan, C Xu, M Lepech, MO Pun, X Xiong IEEE Transactions on Intelligent Transportation Systems 25 (12), 20085-20104, 2024 | 9 | 2024 |
| An approximate dynamic programming approach to vehicle platooning coordination in networks X Xiong, M Wang, D Sun, L Jin IEEE Transactions on Intelligent Transportation Systems 25 (11), 16536-16547, 2024 | 6 | 2024 |
| A multi-agent rollout approach for highway bottleneck decongenston in mixed autonomy L Liu, M Wang, MO Pun, X Xiong 2024 IEEE 27th International Conference on Intelligent Transportation …, 2024 | 4 | 2024 |
| Reinforcement learning-based traffic signal control using delayed observations for V2X A Pang, Z Xu, M Wang, MO Pun, Y Kan ICC 2023-IEEE International Conference on Communications, 4020-4025, 2023 | 4 | 2023 |
| Topic-to-essay generation with corpus-based background information D Luo, X Ning, C Wu, M Wang, J Wu Journal of Physics: Conference Series 1827 (1), 012127, 2021 | 4 | 2021 |
| A Large Language Model-Enhanced Q-learning for Capacitated Vehicle Routing Problem with Time Windows L Cao, M Wang, X Xiong arXiv preprint arXiv:2505.06178, 2025 | 3 | 2025 |
| VLMLight: Safety-Critical Traffic Signal Control via Vision-Language Meta-Control and Dual-Branch Reasoning Architecture M Wang, Y Chen, A Pang, Y Cai, CS Chen, Y Kan, MO Pun The Thirty-ninth Annual Conference on Neural Information Processing Systems, 2025 | 2* | 2025 |
| Adversarial Text Generation for Personality Privacy Protection Z Wang, K Zheng, Q Li, M Wang, X Wang 2021 4th International Conference on Data Science and Information Technology …, 2021 | 2 | 2021 |
