Publications
[SAC'24] Dewant Katare, Mengying Zhou, Yang Chen, Marijn Janssen, Aaron Yi Ding. "Energy-Aware Vision Model Partitioning for Edge AI." The 40th ACM/SIGAPP Symposium On Applied Computing (SAC'25), 2025. [To Appear]
[TST'24] Mengying Zhou, Qianyu He, Bruno Abrahao, Xin Wang, Yang Chen. "Unifying Data Effectiveness Assessment in User Churn Detection: An Indicator-Assisted Framework." Tsinghua Science and Technology (TST), 2024. [To Appear]
[SEC'24] Dewant Katare, Mengying Zhou, Yang Chen, Marijn Janssen, Aaron Yi Ding. "Poster: Energy-Aware Partitioning for Edge AI." The Eighthth ACM/IEEE Symposium on Edge Computing (SEC'24) Posters and Demos, 2024.
[PDF]
[SenSys'24] Mengying Zhou, Zhiyang Sun, Xin Wang, Yang Chen. "Demo: Enhancing the Networking Performance of IPv6 IoT Devices Using Machine Learning and IVI." The 22nd ACM Conference on Embedded Networked Sensor Systems (SenSys'24) Posters and Demos, 2024.
[PDF]
[ToN'24] Mengying Zhou, Tiancheng Guo, Yang Chen, Yupeng Li, Meng Niu, Xin Wang, Pan Hui. "Polygon: A QUIC-Based CDN Server Selection System Supporting Multiple Resource Demands." IEEE/ACM Transactions on Networking (ToN), 2024.
[ICDCS'24] Mengying Zhou, Yang Chen, Shihan Lin, Xin Wang, Bingyang Liu, and Aaron Ding. "Dissecting the Applicability of HTTP/3 in Content Delivery Networks." Proc. of 44th IEEE International Conference on Distributed Computing Systems (ICDCS’24), 2024.
[ICC'23] Tiancheng Guo, Yuke Ma, Mengying Zhou, Xin Wang, Jun Wu, Yang Chen. "SocialCache: A Pervasive Social-Aware Caching Strategy for Self-Operated Content Delivery Networks of Online Social Networks." Proc. of 2023 IEEE International Conference on Communications (ICC’23), 2023.
[PDF] [Slides] [ProjectPage]
[SIGCOMM'22 Demo] Run Huang, Mengying Zhou, Tiancheng Guo, and Yang Chen. "Locating CDN Edge Servers with HTTP Responses." Proc. of the SIGCOMM '22 Posters and Demos. 🏆 The #1 place in the SRC undergraduate category of SIGCOMM 2022 (opens new window)
[PDF] [Video (opens new window)] [Demo (opens new window)] [Code (opens new window)]
[EuroMLSys'22] Mengying Zhou, Zheng Li, Shihan Lin, Xin Wang, and Yang Chen. "FlexHTTP: An Intelligent and Scalable HTTP Version Selection System." Proc. of the 2nd workshop on Machine Learning and Systems (EuroMLSys), co-located with EuroSys'22.
[PDF] [Slides] [Code (opens new window)]
[TPDS'22] Xuebing Li, Yang Chen, Mengying Zhou, Tiancheng Guo, Chenhao Wang, Yu Xiao, Junjie Wan, and Xin Wang. "Artemis: A Latency-Oriented Naming and Routing System." IEEE Transactions on Parallel and Distributed Systems (TPDS), 2022, 33(12):4874-4890.
[Middleware'21] Mengying Zhou, Tiancheng Guo, Yang Chen, Junjie Wan, and Xin Wang. "Polygon: A QUIC-Based CDN Server Selection System Supporting Multiple Resource Demands." Proc. of the 22nd ACM/IFIP Middleware Conference (Middleware’21), Industry Track, 2021.
[PDF] [Slides] [Code (opens new window)]
汤佳欣, 陈阳, 周孟莹, 王新. "深度学习方法在兴趣点推荐中的应用研究综述." 计算机工程, 2021, 1000-3428.0061598.
[PDF]
李学兵, 陈阳, 周孟莹, 王新. "互联网数据传输协议QUIC研究综述." 计算机研究与发展, 2020, 57(9): 1864-1876.