An Explainable Machine Learning Framework for Intrusion Detection Systems. - Maonan Wang; Kangfeng Zheng; Yanqing Yang; Xiujuan Wang (IEEE Access, 2020)

CENTIME: A Direct Comprehensive Traffic Features Extraction for Encrypted Traffic Classification. - Maonan Wang; Kangfeng Zheng; Xinyi Ning; Yanqing Yang; Xiujuan Wang (ICCCS, 2021)

Adversarial Text Generation for Personality Privacy Protection. - Zhe Wang 031; Kangfeng Zheng; Qingbiao Li; Maonan Wang; Xiujuan Wang (DSIT, 2021)

Adaptive Coordinated Traffic Control for Arterial Intersections based on Reinforcement Learning. - Zian Ma; Chengcheng Xu 005; Yuheng Kan; Maonan Wang; Wei Wu 021 (ITSC, 2021)

ADLight: A Universal Approach of Traffic Signal Control with Augmented Data Using Reinforcement Learning. - Maonan Wang; Yutong Xu; Xi Xiong; Yuheng Kan; Chengcheng Xu 005; Man-On Pun (CoRR, 2022)

Frequency offset estimation based on a combination of FFT and CZT for DP-QDB coherent receiver. - Chun Chang; Maonan Wang; Zhengguang Xu; Tiezhou Wu (Evol. Intell., 2022)

Reinforcement Learning-based Traffic Signal Control Using Delayed Observations for V2X. - Aoyu Pang; Zixiao Xu; Maonan Wang; Man-On Pun; Yuheng Kan (ICC, 2023)

An Approximate Dynamic Programming Approach to Vehicle Platooning Coordination in Networks. - Xi Xiong; Maonan Wang; Dengfeng Sun; Li Jin (CoRR, 2023)

A Multi-Agent Rollout Approach for Highway Bottleneck Decongestion in Mixed Autonomy. - Lu Liu; Maonan Wang; Man-On Pun; Xi Xiong (ITSC, 2024)

LLM-Assisted Light: Leveraging Large Language Model Capabilities for Human-Mimetic Traffic Signal Control in Complex Urban Environments. - Maonan Wang; Aoyu Pang; Yuheng Kan; Man-On Pun; Chung Shue Chen; Bo Huang 001 (CoRR, 2024)

A Multi-Agent Rollout Approach for Highway Bottleneck Decongenston in Mixed Autonomy. - Lu Liu; Maonan Wang; Man-On Pun; Xi Xiong (CoRR, 2024)

iLLM-TSC: Integration reinforcement learning and large language model for traffic signal control policy improvement. - Aoyu Pang; Maonan Wang; Man-On Pun; Chung Shue Chen; Xi Xiong (CoRR, 2024)

Reinforcement Learning from Human Feedback for Lane Changing of Autonomous Vehicles in Mixed Traffic. - Yuting Wang; Lu Liu; Maonan Wang; Xi Xiong (CoRR, 2024)

UniTSA: A Universal Reinforcement Learning Framework for V2X Traffic Signal Control. - Maonan Wang; Xi Xiong; Yuheng Kan; Chengcheng Xu 005; Man-On Pun (IEEE Trans. Veh. Technol., 2024)

An Approximate Dynamic Programming Approach to Vehicle Platooning Coordination in Networks. - Xi Xiong; Maonan Wang; Dengfeng Sun; Li Jin 004 (IEEE Trans. Intell. Transp. Syst., 2024)

Traffic Signal Cycle Control With Centralized Critic and Decentralized Actors Under Varying Intervention Frequencies. - Maonan Wang; Yirong Chen; Yuheng Kan; Chengcheng Xu 005; Michael D. Lepech; Man-On Pun; Xi Xiong (IEEE Trans. Intell. Transp. Syst., 2024)

CL-CoTNav: Closed-Loop Hierarchical Chain-of-Thought for Zero-Shot Object-Goal Navigation with Vision-Language Models. - Yuxin Cai; Xiangkun He; Maonan Wang; Hongliang Guo; Wei-Yun Yau; Chen Lv (CoRR, 2025)

A Large Language Model-Enhanced Q-learning for Capacitated Vehicle Routing Problem with Time Windows. - Linjiang Cao; Maonan Wang; Xi Xiong (CoRR, 2025)

VLMLight: Traffic Signal Control via Vision-Language Meta-Control and Dual-Branch Reasoning. - Maonan Wang; Yirong Chen; Aoyu Pang; Yuxin Cai; Chung Shue Chen; Yuheng Kan; Man-On Pun (CoRR, 2025)

Real-Time Communication-Aware Ride-Sharing Route Planning for Urban Air Mobility: A Multi-Source Hybrid Attention Reinforcement Learning Approach. - Yuejiao Xie; Maonan Wang; Di Zhou; Man-On Pun; Zhu Han 001 (CoRR, 2025)