People


Maonan Wang

Institution: 
■ Nokia Bell Labs
Office: 
4C14
Groups: 
Former intern

Articles

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C2-SeqRL: Reinforcement Learning for Conflict-Constrained Sequence Construction,
Aoyu Pang, Chung Shue (Calvin) Chen ■, Maonan Wang, Man-On Pun, Yuan-Hsun Lo, Wing Shing Wong,
IEEE 25th International Conference on Electronics, Information, and Communication 2026, Macao SAR, China
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Heterogeneous Vertiport Selection Optimization for On-Demand Air Taxi Services: A Deep Reinforcement Learning Approach,
Aoyu Pang, Maonan Wang, Zifan Sha, Wenwei Yue, Changle Li, Chung Shue (Calvin) Chen ■, Man On Pun,
CoRR 2026
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CROSS: A Mixture-of-Experts Reinforcement Learning Framework for Generalizable Large-Scale Traffic Signal Control,
Xibei Chen, Yifeng Zhang, Yuxiang Xiao, Mingfeng Fan, Maonan Wang, Guillaume Sartoretti,
CoRR 2026
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TranSimHub:A Unified Air-Ground Simulation Platform for Multi-Modal Perception and Decision-Making,
Maonan Wang ■, Yirong Chen, Yuxin Cai, Aoyu Pang ■, Yuejiao Xie, Zian Ma, Chengcheng Xu, Kemou Jiang, Ding Wang, Laurent Roullet, Chung Shue (Calvin) Chen ■, Zhiyong Cui, Yuheng Kan, Michael Lepech, Man On Pun,
CoRR 2025
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V2X-Enabled Air-Ground Traffic Coordination for Enhancing On-Demand Air-Taxi Mobility,
Aoyu Pang ■, Maonan Wang ■, Wenwei Yue, Man On Pun, Chung Shue (Calvin) Chen ■,
ICC 2025
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Dynamic Urban Air Mobility Ride-Sharing Trajectory Planning Using Radio Maps and Multi-Source Hybrid Attention Reinforcement Learning,
Yuejiao Xie, Maonan Wang ■, Di Zhou, Man On Pun, Zhu Han,
ICC 2025
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A Large Language Model-Enhanced Q-Learning for Capacitated Vehicle Routing Problem with Time Windows,
Linjiang Cao, Maonan Wang ■, Xi Xiong,
ITSC 2025
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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
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VLMLight: Traffic Signal Control via Vision-Language Meta-Control and Dual-Branch Reasoning,
Maonan Wang ■, Yirong Chen, Aoyu Pang ■, Yuxin Cai, Chung Shue (Calvin) Chen ■, Yuheng Kan, Man On Pun,
CoRR 2025
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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,
CoRR 2025
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Reinforcement Learning from Human Feedback for Lane Changing of Autonomous Vehicles in Mixed Traffic,
Yuting Wang, Lu Liu, Maonan Wang ■, Xi Xiong,
CoRR 2024
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A Multi-Agent Rollout Approach for Highway Bottleneck Decongestion in Mixed Autonomy,
Lu Liu, Maonan Wang ■, Man On Pun, Xi Xiong,
ITSC 2024
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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 (Calvin) Chen ■, Bo Huang,
CoRR 2024
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A Multi-Agent Rollout Approach for Highway Bottleneck Decongenston in Mixed Autonomy,
Lu Liu, Maonan Wang ■, Man On Pun, Xi Xiong,
CoRR 2024
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iLLM-TSC: Integration reinforcement learning and large language model for traffic signal control policy improvement,
Aoyu Pang, Maonan Wang ■, Man On Pun, Chung Shue (Calvin) Chen ■, Xi Xiong,
CoRR 2024
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Reinforcement Learning-based Traffic Signal Control Using Delayed Observations for V2X,
Aoyu Pang, Zixiao Xu, Maonan Wang, Man On Pun, Yuheng Kan,
ICC 2023
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ADLight: A Universal Approach of Traffic Signal Control with Augmented Data Using Reinforcement Learning,
Maonan Wang, Yutong Xu, Xi Xiong, Yuheng Kan, Chengcheng Xu, Man On Pun,
CoRR 2022
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Adversarial Text Generation for Personality Privacy Protection,
Zhe Wang, Kangfeng Zheng, Qingbiao Li, Maonan Wang, Xiujuan Wang,
DSIT 2021
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CENTIME: A Direct Comprehensive Traffic Features Extraction for Encrypted Traffic Classification,
Maonan Wang, Kangfeng Zheng, Xinyi Ning, Yanqing Yang, Xiujuan Wang,
ICCCS 2021
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Adaptive Coordinated Traffic Control for Arterial Intersections based on Reinforcement Learning,
Zian Ma, Chengcheng Xu, Yuheng Kan, Maonan Wang, Wei Wu,
ITSC 2021

Journal articles

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Traffic Signal Cycle Control With Centralized Critic and Decentralized Actors Under Varying Intervention Frequencies,
Maonan Wang ■, Yirong Chen, Yuheng Kan, Chengcheng Xu, Michael Lepech, Man On Pun, Xi Xiong,
IEEE Trans. Intell. Transp. Syst. 2024
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An Approximate Dynamic Programming Approach to Vehicle Platooning Coordination in Networks,
Xi Xiong, Maonan Wang ■, Dengfeng Sun, Li Jin,
IEEE Trans. Intell. Transp. Syst. 2024
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UniTSA: A Universal Reinforcement Learning Framework for V2X Traffic Signal Control,
Maonan Wang ■, Xi Xiong, Yuheng Kan, Chengcheng Xu, Man On Pun,
IEEE Trans. Veh. Technol. 2024
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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
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An Explainable Machine Learning Framework for Intrusion Detection Systems,
Maonan Wang, Kangfeng Zheng, Yanqing Yang, Xiujuan Wang,
IEEE Access 2020
Generated using minifold and minifold-lincs at 2026-04-17 18:19.