Publications

You can also find my articles on my Google Scholar profile.

Journal Articles

PanQoSR: Leveraging Path-Aware Network for Fine-Grained QoS Routing

Published in IEEE Transactions on Mobile Computing, 2025

This paper presents PanQoSR, the first application of path-aware networking to cross-domain QoS routing optimization. PanQoSR is fully compatible with mainstream protocols, including BGP, APN, and SRv6. We further develop dedicated routing algorithms for intra-domain and inter-domain path computation, significantly enhancing QoS assurance in cross-domain transmission scenarios.

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Enhancing Learning to Communicate with Reward-Shaped Curriculum and Network Awareness

Published in IEEE Transactions on Mobile Computing, 2025

This work extends our AAMAS 2025 publication by providing an in-depth investigation of the impact of network latency on multi-agent collaborative communication. We further validate the approach across diverse network environments, including Wi-Fi and 5G.

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BiTrust: Hybrid Trust Management for Secure Data Transmission in LEO Satellite Networks

Published in IEEE Internet of Things Journal, 2025

In this paper, we propose BiTrust, a multi-layer trust management architecture for LEO satellite networks. We introduce two trust dimensions—state trust and behavior trust—and design dedicated management and computation mechanisms for each. The proposed framework effectively mitigates a wide range of attacks.

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Conference Papers

ReSCOM: Reward-Shaped Curriculum for Efficient Multi-Agent Communication Learning (Best Student Paper Runner-Up, Top 1.2%)

Published in AAMAS, 2025

This paper presents ReSCOM, the first work to apply curriculum learning technique to multi-agent collaborative communication scenarios. ReSCOM progressively adjusts the learning emphasis through reward-shaped curriculums, allowing agents to shift their focus from primary tasks to advanced communication strategies.

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Learning to Communicate Strategically for Efficient Collective Intelligence

Published in SIGCOMM NAIC, 2024

This work serves as a precursor to our paper published at AAMAS 2025.

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NDRA: An Efficient Multi-Objective Optimal Routing Algorithm Using Pareto Domination

Published in MobiArch, 2023

In this paper, we propose NDRA, a multi-objective routing algorithm applicable to an arbitrary number of optimization objectives. The algorithm guarantees the optimality of the resulting path solutions and can be deployed in SDN to optimize end-to-end transmission performance.

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Xinghai Wei (魏兴海)

Publications

Journal Articles

PanQoSR: Leveraging Path-Aware Network for Fine-Grained QoS Routing

Enhancing Learning to Communicate with Reward-Shaped Curriculum and Network Awareness

BiTrust: Hybrid Trust Management for Secure Data Transmission in LEO Satellite Networks

Conference Papers

ReSCOM: Reward-Shaped Curriculum for Efficient Multi-Agent Communication Learning (Best Student Paper Runner-Up, Top 1.2%)

Learning to Communicate Strategically for Efficient Collective Intelligence

NDRA: An Efficient Multi-Objective Optimal Routing Algorithm Using Pareto Domination