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

代表论文

  1. CCF-A
    Self-supervised vessel segmentation via adversarial learning
    Yuxin Ma, Yang Hua, Hanming Deng, and 6 more authors
    In Proceedings of the IEEE/CVF International Conference on Computer Vision, 2021
  2. CCF-A
    Robust bayesian neural networks by spectral expectation bound regularization
    Jiaru Zhang, Yang Hua, Zhengui Xue, and 4 more authors
    In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2021
  3. CCF-B
    Fine-Grained Pose Temporal Memory Module for Video Pose Estimation and Tracking
    WANG Chaoyi, Yang Hua, Tao Song, and 4 more authors
    In ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2021
  4. CCF-A
    Themis: A Fair Evaluation Platform for Computer Vision Competitions.
    Zinuo Cai, Jianyong Yuan, Yang Hua, and 8 more authors
    In IJCAI, 2021
  5. CCF-B
    Siren: Byzantine-robust federated learning via proactive alarming
    Hanxi Guo, Hao Wang, Tao Song, and 6 more authors
    In Proceedings of the ACM Symposium on Cloud Computing, 2021
  6. CCF-A
    Improving bayesian neural networks by adversarial sampling
    Jiaru Zhang, Yang Hua, Tao Song, and 4 more authors
    In Proceedings of the AAAI Conference on Artificial Intelligence, 2022
  7. CCF-B
    Perceptual data augmentation for biomedical coronary vessel segmentation
    Yuxin Ma, Shuo Wang, Yang Hua, and 5 more authors
    IEEE/ACM Transactions on Computational Biology and Bioinformatics, 2022
  8. CCF-B
    An efficient deep learning approach to IoT intrusion detection
    Jin Cao, Liwei Lin, Ruhui Ma, and 3 more authors
    The Computer Journal, 2022
  9. CCF-A
    OSTTD: Offloading of splittable tasks with topological dependence in multi-tier computing networks
    Rui Zhang, Xuesen Chu, Ruhui Ma, and 4 more authors
    IEEE Journal on Selected Areas in Communications, 2022
  10. CCF-A
    SMSS: Stateful Model Serving in Metaverse With Serverless Computing and GPU Sharing
    Zinuo Cai, Zebin Chen, Ruhui Ma, and 1 more author
    IEEE Journal on Selected Areas in Communications, 2023
  11. CCF-B
    Cloud-based Collaborative Agricultural Learning with Flexible Model Size and Adaptive Batch Number
    Hongjian Shi, Ilyas Bayanbayev, Wenkai Zheng, and 2 more authors
    ACM Transactions on Sensor Networks, 2023
  12. CCF-B
    Robust searching-based gradient collaborative management in intelligent transportation system
    Hongjian Shi, Hao Wang, Ruhui Ma, and 4 more authors
    ACM Transactions on Multimedia Computing, Communications and Applications, 2023
  13. CCF-B
    RIDIC: Real-Time Intelligent Transportation System With Dispersed Computing
    Zinuo Cai, Zebin Chen, Zihan Liu, and 3 more authors
    IEEE Transactions on Intelligent Transportation Systems, 2023
  14. CCF-A
    Fedcp: Separating feature information for personalized federated learning via conditional policy
    Jianqing Zhang, Yang Hua, Hao Wang, and 4 more authors
    In Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023
  15. CCF-A
    Fedala: Adaptive local aggregation for personalized federated learning
    Jianqing Zhang, Yang Hua, Hao Wang, and 4 more authors
    In Proceedings of the AAAI Conference on Artificial Intelligence, 2023
  16. CCF-B
    Online Residual-Based Key Frame Sampling with Self-Coach Mechanism and Adaptive Multi-Level Feature Fusion
    Rui Zhang, Yang Hua, Tao Song, and 3 more authors
    In ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2023
  17. CCF-B
    MCAS-GP: Deep Learning-Empowered Middle Cerebral Artery Segmentation and Gate Proposition
    Rui Zhang, Shuo Wang, Ruhui Ma, and 4 more authors
    IEEE/ACM Transactions on Computational Biology and Bioinformatics, 2023
  18. CCF-A
    Automatic pipeline parallelism: A parallel inference framework for deep learning applications in 6G mobile communication systems
    Hongjian Shi, Weichu Zheng, Zifei Liu, and 2 more authors
    IEEE Journal on Selected Areas in Communications, 2023
  19. CCF-B
    Edge Caching Placement Strategy based on Evolutionary Game for Conversational Information Seeking in Edge Cloud Computing
    Hongjian Shi, Meng Zhang, RuHui Ma, and 3 more authors
    ACM Transactions on the Web, 2023
  20. CCF-A
    Gpfl: Simultaneously learning global and personalized feature information for personalized federated learning
    Jianqing Zhang, Yang Hua, Hao Wang, and 5 more authors
    In Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023
  21. CCF-B
    SPSC: Stream Processing Framework Atop Serverless Computing for Industrial Big Data
    Zinuo Cai, Zebin Chen, Xinglei Chen, and 3 more authors
    IEEE Transactions on Cybernetics, 2024
  22. CCF-A
    Eliminating domain bias for federated learning in representation space
    Jianqing Zhang, Yang Hua, Jian Cao, and 5 more authors
    Advances in Neural Information Processing Systems, 2024
  23. CCF-B
    RFL-LSU: A Robust Federated Learning Approach with Localized Stepwise Updates
    Shuming Fan, Hongjian Shi, Chenpei Wang, and 2 more authors
    ACM Transactions on Internet Technology, 2024
  24. CCF-B
    Privacy-Aware Offloading Strategy via Self-Supervised Feature Mapping in the End-Edge-Cloud System
    Rui Zhang, Xuemei Zhao, Yajing Li, and 6 more authors
    ACM Transactions on Sensor Networks, 2024