云计算智能融合团队
上海市可扩展计算与系统重点实验室马汝辉老师团队
研究方向
iCLOUD团队隶属与上海市可扩展计算与系统重点实验室,围绕分布式计算与无服务器计算为主要研究方向,致力于构建智能云计算系统。
新闻速递
Jul 8, 2024 | 实验室本科生队伍参与第十五届中国大学生服务创新创业大赛并荣获东部赛区二等奖 |
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Jun 30, 2024 | 激烈漂流与美食比拼:云计算团队的阳羡之旅 |
代表论文
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JSAC (CCF-A)SMSS: Stateful Model Serving in Metaverse with Serverless Computing and GPU SharingIEEE Journal on Selected Areas in Communications, 2023
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SIGKDD (CCF-A)FedCP: Separating Feature Information for Personalized Federated Learning via Conditional PolicyIn Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023
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AAAI (CCF-A)Fedala: Adaptive local aggregation for personalized federated learningIn Proceedings of the AAAI Conference on Artificial Intelligence, 2023
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JSAC (CCF-A)Automatic Pipeline Parallelism: A Parallel Inference Framework for Deep Learning Applications in 6G Mobile Communication SystemsIEEE Journal on Selected Areas in Communications, 2023
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JSAC (CCF-A)OSTTD: Offloading of splittable tasks with topological dependence in multi-tier computing networksIEEE Journal on Selected Areas in Communications, 2022
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AAAI (CCF-A)Improving bayesian neural networks by adversarial samplingIn Proceedings of the AAAI Conference on Artificial Intelligence, 2022
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CVPR (CCF-A)Robust bayesian neural networks by spectral expectation bound regularizationIn Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2021
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ICCV (CCF-A)Self-supervised vessel segmentation via adversarial learningIn Proceedings of the IEEE/CVF International Conference on Computer Vision, 2021
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AAAI (CCF-A)Reinforcing Neural Network Stability with Attractor DynamicsIn Proceedings of the AAAI Conference on Artificial Intelligence, 2020