Mengbang Zou

According to our database, Mengbang Zou authored at least 21 papers between 2020 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Guardrailing LLM and Agentic Decisions for 6G AI-RAN.

Yun Tang, Mengbang Zou, Weisi Guo, Syed Ali Raza Zaidi

Proceedings of the 23rd Consumer Communications & Networking Conference, 2026

2025

Guaranteeing and Explaining Stability across Heterogeneous Load Balancing using Calculus Network Dynamics.

Mengbang Zou, Yun Tang, Adolfo Perrusquía, Weisi Guo

CoRR, July, 2025

KP-A: A Unified Network Knowledge Plane for Catalyzing Agentic Network Intelligence.

Yun Tang, Mengbang Zou, Zeinab Nezami, Syed Ali Raza Zaidi, Weisi Guo

CoRR, July, 2025

How to find opinion leader on the online social network?

Bailu Jin, Mengbang Zou, Zhuangkun Wei, Weisi Guo

Appl. Intell., May, 2025

Integrated Sensing, Communication, and Over-The-Air Control of UAV Swarm Dynamics.

Zhuangkun Wei, Wenxiu Hu, Yathreb Bouazizi, Mengbang Zou, Chenguang Liu, Yunfei Chen, Hongjian Sun, Julie A. McCann

CoRR, February, 2025

A modularity-based improved small-world genetic algorithm for large-scale intercell scheduling with flexible routes.

Guangshuai Ning, Qiong Liu, Mengbang Zou

Comput. Oper. Res., 2025

Data-driven Method to Ensure Cascade Stability of Traffic Load Balancing in O-RAN Based Networks.

Mengbang Zou, Yun Tang, Weisi Guo

Proceedings of the 102nd IEEE Vehicular Technology Conference, 2025

Building AI Service Repositories for On-Demand Service Orchestration in 6G AI-RAN.

Yun Tang, Mengbang Zou, Udhaya Chandhar Srinivasan, Obumneme Umealor, Dennis Kevogo, Benjamin James Scott, Weisi Guo

Proceedings of the 2025 IEEE Global Communications Conference, 2025

2024

Rewiring Complex Networks to Achieve Cluster Synchronization Using Graph Convolution Networks With Reinforcement Learning.

Mengbang Zou, Weisi Guo, Kai-Fung Chu

IEEE Trans. Netw. Sci. Eng., 2024

Explainable data-driven Q-learning control for a class of discrete-time linear autonomous systems.

Adolfo Perrusquía, Mengbang Zou, Weisi Guo

Inf. Sci., 2024

Modelling Networked Dynamical System by Temporal Graph Neural ODE with Irregularly Partial Observed Time-series Data.

Mengbang Zou, Weisi Guo

CoRR, 2024

Minimize Control Inputs for Strong Structural Controllability Using Reinforcement Learning with Graph Neural Network.

Mengbang Zou, Weisi Guo, Bailu Jin

CoRR, 2024

Cascade Network Stability of Synchronized Traffic Load Balancing with Heterogeneous Energy Efficiency Policies.

Mengbang Zou, Weisi Guo

Proceedings of the 2024 IEEE Global Communications Conference, 2024

Explaining Data-Driven Control in Autonomous Systems: A Reinforcement Learning Case Study.

Mengbang Zou, Adolfo Perrusquía, Weisi Guo

Proceedings of the 10th International Conference on Control, 2024

2023

Local Assortativity Affects the Synchronizability of Scale-Free Network.

Mengbang Zou, Weisi Guo

IEEE Syst. J., June, 2023

Robust Time Synchronization for Industrial Internet of Things by H_∞ Output Feedback Control.

Yan Zong, Xuewu Dai, Zhuangkun Wei, Mengbang Zou, Weisi Guo, Zhiwei Gao

IEEE Internet Things J., February, 2023

2022

Analysing region of attraction of load balancing on complex network.

Mengbang Zou, Weisi Guo

J. Complex Networks, 2022

2021

Uncertainty of Resilience in Complex Networks With Nonlinear Dynamics.

Giannis Moutsinas, Mengbang Zou, Weisi Guo

IEEE Syst. J., 2021

Regions of Attraction Estimation using Level SetMethod for Complex Network System.

Mengbang Zou, Yu Huang, Weisi Guo

CoRR, 2021

Infection and Re-Infection: Stability of Complex Air Transport Network.

Mengbang Zou, Weisi Guo

Proceedings of the IEEE International Smart Cities Conference, 2021

2020

Uncertainty Quantification of Multi-Scale Resilience in Nonlinear Complex Networks using Arbitrary Polynomial Chaos.

Mengbang Zou, Luca Zanotti Fragonara, Weisi Guo

CoRR, 2020