All Stories

  1. T-FSM: A Task-Based System for Massively Parallel Frequent Subgraph Pattern Mining from a Big Graph

    Article • Proceedings of the ACM on Management of Data, May 2023, ACM (Association for Computing Machinery)

    Saugat Adhikari, Da Yan

  2. Realistic urban traffic simulation with ride-hailing services

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

    Saugat Adhikari, Da Yan

  3. An elevation-guided annotation tool for flood extent mapping on earth imagery (demo paper)

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

    Saugat Adhikari, Da Yan

  4. Quantifying and Reducing Registration Uncertainty of Spatial Vector Labels on Earth Imagery

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

    Da Yan

  5. 21th International Workshop on Data Mining in Bioinformatics (BIOKDD 2022)

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

    Da Yan, Mohammed Zaki

  6. Unsupervised Adversarial Network Alignment with Reinforcement Learning

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

    Ruoming Jin, Da Yan

  7. Mining Order-preserving Submatrices under Data Uncertainty: A Possible-world Approach and Efficient Approximation Methods

    Article • ACM Transactions on Database Systems, June 2022, ACM (Association for Computing Machinery)

    Da Yan

  8. Efficient Algorithms for Maximal k-Biplex Enumeration

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

    Da Yan

  9. Earth Imagery Segmentation on Terrain Surface with Limited Training Labels: A Semi-supervised Approach based on Physics-Guided Graph Co-Training

    Article • ACM Transactions on Intelligent Systems and Technology, April 2022, ACM (Association for Computing Machinery)

    Da Yan

  10. Mapping Road Safety Barriers Across Street View Image Sequences

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

    Da Yan

  11. MentalSpot

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

    Wei-Shinn Ku, Da Yan

  12. Weakly Supervised Spatial Deep Learning based on Imperfect Vector Labels with Registration Errors

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

    Da Yan

  13. TrajNet

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

    Da Yan, Wei-Shinn Ku

  14. 20th International Workshop on Data Mining in Bioinformatics (BIOKDD 2021)

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

    Da Yan, Dr Zhaohui S. Qin, Mohammed Zaki

  15. Predicting Economic Growth by Region Embedding: A Multigraph Convolutional Network Approach

    Article • October 2020, ACM (Association for Computing Machinery)

    Wei-Shinn Ku, Da Yan

  16. Price Forecast with High-Frequency Finance Data

    Article • October 2020, ACM (Association for Computing Machinery)

    Da Yan

  17. Lightweight Fault Tolerance in Pregel-Like Systems

    Article • August 2019, ACM (Association for Computing Machinery)

    Da Yan

  18. T-thinker

    Article • February 2019, ACM (Association for Computing Machinery)

    Da Yan, M. Tamer Özsu