2025

  1. CCF-A
    HeShare: energy-aware and efficient multi-task GPU sharing in heterogeneous GPU-based computing systems
    Zhuolong Jiang, Zinuo Cai, Hongyu Zhao, and 6 more authors
    IEEE Transactions on Computers, 2025
  2. CCF-A
    Ephemera: accelerating I/O-intensive serverless workloads with a harvested in-memory file system
    Lingxiao Jin, Zinuo Cai, Haoxin Wang, and 4 more authors
    ACM Transactions on Architecture and Code Optimization, 2025
  3. CCF-A
    TST: A Schema-Based Top-Down and Dynamic-Aware Agent of Text-to-Table Tasks
    Peiwen Jiang, Haitong Jiang, Ruhui Ma, and 2 more authors
    In Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025
  4. CCF-A
    HWDSQP: A Historical Weighted and Dynamic Scheduling Quantum Protocol to Enhance Communication Reliability
    Liwei Lin, Rongbo Ma, Zejian Wang, and 5 more authors
    IEEE Journal on Selected Areas in Communications, 2025
  5. CCF-A
    MemoriaNova: Optimizing Memory-Aware Model Inference for Edge Computing
    Renjun Zhang, Tianming Zhang, Zinuo Cai, and 2 more authors
    ACM Transactions on Architecture and Code Optimization, 2025
  6. CCF-A
    SMore: Enhancing GPU Utilization in Deep Learning Clusters by Serverless-Based Co-Location Scheduling
    Junhan Liu, Zinuo Cai, Yumou Liu, and 4 more authors
    IEEE Transactions on Parallel and Distributed Systems, 2025
  7. CCF-A
    AARC: Automated Affinity-aware Resource Configuration for Serverless Workflows
    Lingxiao Jin, Zinuo Cai, Zebin Chen, and 2 more authors
    arXiv preprint arXiv:2502.20846, 2025

2024

  1. CCF-A
    FasDL: An Efficient Serverless-Based Training Architecture with Communication Optimization and Resource Configuration
    Xinglei Chen, Zinuo Cai, Rajkumar Buyya, and 1 more author
    IEEE Transactions on Computers, 2024

2023

  1. 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
  2. CCF-A
    Eliminating Domain Bias for Federated Learning in Representation Space.
    Jianqing Zhang, Yang Hua, Jian Cao, and 5 more authors
    NeurIPS, 2023
  3. 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
  4. 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
  5. 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
  6. 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