All Stories

  1. GFS: A Preemption-aware Scheduling Framework for GPU Clusters with Predictive Spot Instance Management

    Article • December 2025, ACM (Association for Computing Machinery)

    jian cao

  2. DANet: A RAG-inspired Dual Attention Model for Few-shot Time Series Prediction

    Article • November 2025, ACM (Association for Computing Machinery)

    jian cao

  3. Large Language Models for Constructing and Optimizing Machine Learning Workflows: A Survey

    Article • ACM Transactions on Software Engineering and Methodology, October 2025, ACM (Association for Computing Machinery)

    jian cao

  4. HtFLlib: A Comprehensive Heterogeneous Federated Learning Library and Benchmark

    Article • August 2025, ACM (Association for Computing Machinery)

    Qiqi Cai, jian cao

  5. PipeCo: Pipelining Cold Start of Deep Learning Inference Services on Serverless Platforms

    Article • ACM SIGMETRICS Performance Evaluation Review, June 2025, ACM (Association for Computing Machinery)

    jian cao

  6. PipeCo: Pipelining Cold Start of Deep Learning Inference Services on Serverless Platforms

    Article • June 2025, ACM (Association for Computing Machinery)

    jian cao

  7. FeadSeq: A Personalized Federated Anomaly Detection Framework for Discrete Event Sequences

    Article • ACM Transactions on Knowledge Discovery from Data, June 2025, ACM (Association for Computing Machinery)

    jian cao

  8. PipeCo: Pipelining Cold Start of Deep Learning Inference Services on Serverless Platforms

    Article • Proceedings of the ACM on Measurement and Analysis of Computing Systems, May 2025, ACM (Association for Computing Machinery)

    jian cao

  9. Singleton CTR Prediction: Towards Single-User Modeling Paradigm with Large Language Models

    Article • May 2025, ACM (Association for Computing Machinery)

    jian cao

  10. Mitigating Forgetting in Adapting Pre-trained Language Models to Text Processing Tasks via Consistency Alignment

    Article • April 2025, ACM (Association for Computing Machinery)

    jian cao, jianqi Gao

  11. Pattern-oriented Attention Mechanism for Multivariate Time Series Forecasting

    Article • ACM Transactions on Knowledge Discovery from Data, January 2025, ACM (Association for Computing Machinery)

    jian cao

  12. PREFER: A Pre-trained Model Recommendation Framework for Edge Computing Enabled Traffic Flow Prediction

    Article • ACM Transactions on Knowledge Discovery from Data, January 2025, ACM (Association for Computing Machinery)

    Qiqi Cai, jian cao

  13. Iterative Time Series Imputation by Maintaining Dependency Consistency

    Article • ACM Transactions on Knowledge Discovery from Data, November 2024, ACM (Association for Computing Machinery)

    jian cao

  14. Distributed Recommendation Systems: Survey and Research Directions

    Article • ACM Transactions on Information Systems, September 2024, ACM (Association for Computing Machinery)

    Qiqi Cai, jian cao

  15. PREACT: Predictive Resource Allocation for Bursty Workloads in a Co-located Data Center

    Article • August 2024, ACM (Association for Computing Machinery)

    jian cao

  16. Enhancing Next-Item Recommendation Through Adaptive User Group Modeling

    Article • Journal of Social Computing, June 2023, Tsinghua University Press

    jian cao

  17. SMONE: A Session-based Recommendation Model Based on Neighbor Sessions with Similar Probabilistic Intentions

    Article • ACM Transactions on Knowledge Discovery from Data, May 2023, ACM (Association for Computing Machinery)

    jian cao

  18. KAE-Informer: A Knowledge Auto-Embedding Informer for Forecasting Long-Term Workloads of Microservices

    Article • April 2023, ACM (Association for Computing Machinery)

    jian cao

  19. FASTER: A Dynamic Fairness-assurance Strategy for Session-based Recommender Systems

    Article • ACM Transactions on Information Systems, March 2023, ACM (Association for Computing Machinery)

    jian cao

  20. MASR: A Model-Agnostic Sparse Routing Architecture for Arbitrary Order Feature Sharing in Multi-Task Learning

    Article • October 2022, ACM (Association for Computing Machinery)

    jian cao

  21. Learning a Hierarchical Intent Model for Next-Item Recommendation

    Article • ACM Transactions on Information Systems, April 2022, ACM (Association for Computing Machinery)

    Nengjun Zhu, jian cao

  22. Predicting a Person’s Next Activity Region with a Dynamic Region-Relation-Aware Graph Neural Network

    Article • ACM Transactions on Knowledge Discovery from Data, April 2022, ACM (Association for Computing Machinery)

    jian cao

  23. TFROM

    Article • July 2021, ACM (Association for Computing Machinery)

    jian cao

  24. Accelerate the Execution of a Service Processes

    Article • ACM Transactions on the Web, January 2021, ACM (Association for Computing Machinery)

    jian cao

  25. A decision support system for multi-disciplinary treatment

    Article • ACM Transactions on Multimedia Computing Communications and Applications, January 2020, ACM (Association for Computing Machinery)

    jian cao, Nengjun Zhu

  26. Leveraging Kernel-Incorporated Matrix Factorization for App Recommendation

    Article • ACM Transactions on Knowledge Discovery from Data, July 2019, ACM (Association for Computing Machinery)

    jian cao

  27. TSLAM

    Article • ACM Transactions on Autonomous and Adaptive Systems, December 2018, ACM (Association for Computing Machinery)

    jian cao

  28. Decentralized executions of privacy awareness data analytics workflows in the cloud

    Article • Concurrency and Computation Practice and Experience, October 2018, Wiley

    jian cao

  29. SAAP

    Article • November 2017, ACM (Association for Computing Machinery)

    jian cao

  30. Improving the Quality of Recommendations for Users and Items in the Tail of Distribution

    Article • ACM Transactions on Information Systems, July 2017, ACM (Association for Computing Machinery)

    jian cao

  31. Recommendations Based on Comprehensively Exploiting the Latent Factors Hidden in Items’ Ratings and Content

    Article • ACM Transactions on Knowledge Discovery from Data, April 2017, ACM (Association for Computing Machinery)

    jian cao

  32. Learning Informative Priors from Heterogeneous Domains to Improve Recommendation in Cold-Start User Domains

    Article • ACM Transactions on Information Systems, December 2016, ACM (Association for Computing Machinery)

    jian cao

  33. Towards a Decoupled Context-Oriented Programming Language for the Internet of Things

    Article • July 2015, ACM (Association for Computing Machinery)

    jian cao

  34. CPU load prediction for cloud environment based on a dynamic ensemble model

    Article • Software Practice and Experience, October 2013, Wiley

    jian cao