@article {1832,
	title = {Bi-Level Bandwidth Coordination for Multiple Video Inference at the Edge},
	journal = {IEEE Transactions on Networking},
	year = {2025},
	month = {10/2025},
	doi = {10.1109/TON.2025.3615604},
	author = {Haipeng Dai and Jinghan Chen and Liang Mi and Weijun Wang and Yuanchun Li and Tingting Yuan and Lin Sun and Junlong Chen and Yuben Qu and Yunxin Liu and Xiaoming Fu and Guihai Chen}
}
@conference {1810,
	title = {COGRASP: Co-Occurrence Graph based Stock Price Forecasting},
	booktitle = {34th International Joint Conference on Artificial Intelligence (IJCAI 2025)},
	year = {2025},
	month = {08/2025},
	address = {Montreal, Canada},
	author = {Zhengze Li and Zilin Song and Tingting Yuan and Xiaoming Fu}
}
@article {1821,
	title = {Enhancing Learning to Communicate with Reward-Shaped Curriculum and Network Awareness},
	journal = {IEEE Transactions on Mobile Computing},
	year = {2025},
	month = {09/2025},
	type = {accepted},
	doi = {10.1109/TMC.2025.3608813},
	url = {https://doi.org/10.1109/TMC.2025.3608813},
	author = {Xinghai Wei and Jie Yuan and Tingting Yuan and Xiaoming Fu}
}
@conference {1814,
	title = {ReSCOM: Reward-Shaped Curriculum for Efficient Multi-Agent Communication Learning},
	booktitle = {Proc. of the 24th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2025), Detroit, Michigan, USA (best paper runner-up)},
	year = {2025},
	month = {05/2025},
	author = {Xinghai Wei and Tingting Yuan and Jie Yuan and Dongxiao Liu and Xiaoming Fu}
}
@article {1805,
	title = {Accelerated Neural Enhancement for Video Analytics With Video Quality Adaptation},
	journal = {IEEE/ACM Transactions on Networking},
	volume = {32},
	year = {2024},
	month = {08/2024},
	pages = {3045-3060},
	doi = {10.1109/TNET.2024.3375108},
	author = {Liang Mi and Tingting Yuan and Weijun Wang and Haipeng Dai and Lin Sun and Jiaqi Zheng and Guihai Chen and Xiaoming Fu}
}
@conference {1794,
	title = {BiSwift: Bandwidth Orchestrator for Multi-Stream Video Analytics on Edge},
	booktitle = {IEEE INFOCOM 2024},
	year = {2024},
	month = {05/2024},
	publisher = {IEEE},
	organization = {IEEE},
	address = {Vancouver, Canada},
	author = {Lin Sun and Weijun Wang and Tingting Yuan and Liang Mi and Haipeng Dai and Yunxin Liu and Xiaoming Fu}
}
@conference {1833,
	title = { Deadline-oriented Flow Control for Real-time UHD Videos in 5G Edge Networks},
	booktitle = {2024 IEEE 33rd International Conference on Computer Communications and Networks (ICCCN)},
	year = {2024},
	month = {07/2024},
	publisher = {IEEE},
	organization = {IEEE},
	address = {Kailua-Kona, HI, USA},
	doi = {10.1109/ICCCN61486.2024.10637574},
	author = {Wanghong Yang and Wenji Du and Baosen Zhao and Tingting Yuan and Yongmao Ren and Xu Zhou and Qinghua Wu and Xiaoming Fu}
}
@article {1834,
	title = {A Framework for Cognitive, Decentralized Container Orchestration},
	journal = {IEEE Access},
	volume = {12},
	year = {2024},
	month = {05/2024},
	pages = {79978 - 80008},
	abstract = {<p>This perspective paper introduces a novel framework for container orchestration called CODECO. The CODECO orchestration framework relies on a data-network-computing approach to define the best infrastructure that can support the operation of next-generation Internet applications across a mobile, heterogeneous Edge-Cloud continuum. The selection of such an infrastructure is aligned with target performance profiles defined by the user, such as resilience or greenness. CODECO proposes to rely on decentralized Artificial Intelligence approaches to provide the most suitable infrastructure to an application deployment, considering infrastructural challenges, such as intermittent connectivity and node failure. This paper explains the current CODECO framework and gives insight into operational use-cases where CODECO is being deployed, as relevant examples of application for such a framework. Recent developments in the creation of the open-source CODECO framework are described and explained, allowing the use of the framework by the research community. The paper then provides a thorough analysis of CODECO{\textquoteright}s features in comparison with existing orchestration frameworks, explaining the benefits introduced with this dynamic orchestration approach.</p>
},
	doi = {10.1109/ACCESS.2024.3406861},
	author = {Rute C. Sofia and Josh Salomon and Simone Ferlin-Reiter and Luis Garc{\'e}s-Erice and Peter Urbanetz and Harald Mueller and Rizkallah Touma and Alejandro Espinosa and Luis M. Contreras and Vasileios Theodorou and Nikos Psaromanolakis and Lefteris Mamatas and Vassilis Tsaoussidis and Xiaoming Fu and Tingting Yuan and Alberto del Rio and David Jim{\'e}nez and Andries Stam and Efterpi Paraskevoulakou and Panagiotis Karamolegkos and Vitor Vieira and Josep Martrat and Ignacio Mariscal Prusiel and Dorine Matzakou and John Soldatos and David Remon and Marco Jahn}
}
@article {1801,
	title = {PP-MARL: Efficient Privacy-Preserving Multi-agent Reinforcement Learning for Cooperative Intelligence in Communications},
	journal = {IEEE Network},
	volume = {38},
	year = {2024},
	month = {09/2024},
	pages = {196-203},
	type = {journal article},
	doi = {10.1109/mnet.2023.3330877},
	url = {https://doi.org/10.1109/mnet.2023.3330877},
	author = {Tingting Yuan and Hwei-Ming Chung and Xiaoming Fu}
}
@conference {1808,
	title = {Resource-efficient Federated Learning for Large-scale Model Training},
	booktitle = {19th ACM Workshop on Mobility in the Evolving Internet Architecture (MobiArch 2024)},
	year = {2024},
	month = {11/2024},
	publisher = {ACM},
	organization = {ACM},
	address = {Washington DC, USA},
	author = {Zilin Song and Zhengze Li and Tingting Yuan and Xiaoming Fu}
}
@conference {1767,
	title = {AccDecoder: Accelerated Decoding for Neural-enhanced Video Analytics},
	booktitle = {IEEE INFOCOM 2023, New York, USA},
	year = {2023},
	month = {05/2023},
	author = {Tingting Yuan and Weijun Wang and Liang Mi and Haipeng Dai and Xiaoming Fu}
}
@conference {1765,
	title = {DAMA: Learning Delay-Aware Communication for Multi-Agent Reinforcement Learning},
	booktitle = {Thirty-Seventh AAAI Conference on Artificial Intelligence (AAAI 2023), Washington DC},
	year = {2023},
	month = {02/2023},
	author = {Tingting Yuan and Hwei-Ming Chung and Xiaoming Fu}
}
@article {1777,
	title = {A Temporal-Spatial Analysis on the Socioeconomic Development of Rural Villages in Thailand and Vietnam based on Satellite Image Data},
	journal = {Computer Communications},
	volume = {203},
	year = {2023},
	month = {04/2023},
	pages = {146-162},
	author = {Fabian W{\"o}lk and Tingting Yuan and Kristina Kis-Katos and Xiaoming Fu}
}
@conference {1758,
	title = {Rethinking the Role of Communication in Collective Intelligence: Benefits and Costs },
	booktitle = {Proceedings of ACM SIGCOMM 2022 Workshops},
	year = {2022},
	month = {08/2022},
	publisher = {ACM},
	organization = {ACM},
	address = {Amsterdam, the Netherlands},
	author = {Tingting Yuan and Jie Yuan and Dongxiao Liu and Xiaoming Fu}
}
@conference {1752,
	title = {Towards Exploiting Stakeholder Resources for Data-Driven Resilient Hazard Management},
	booktitle = {1st IEEE International Workshop on  Social and Metaverse Computing and Networking (SocialMeta 2022), in conjunction with IEEE 42nd International Conference on Distributed Computing Systems (ICDCS 2022)},
	year = {2022},
	month = {07/2022},
	publisher = {IEEE},
	organization = {IEEE},
	address = {Bologna, Italy},
	author = {Xiaoming Fu and Tingting Yuan and Weijun Wang and Fabian W{\"o}lk and G{\"u}nter Strunz}
}
@conference {1736,
	title = {Measuring Consumption Changes in Rural Villages based on Satellite Image Data -- A Case Study for Thailand and Vietnam},
	booktitle = {The 17th IEEE International Conference on Mobility, Sensing and Networking (MSN 2021)},
	year = {2021},
	month = {12/2021},
	publisher = {IEEE},
	organization = {IEEE},
	address = {Exeter, UK},
	url = {https://ieee-msn.org/2021/},
	author = {Fabian W{\"o}lk and Tingting Yuan and Krisztina Kis-Katos and Xiaoming Fu}
}
