PPaperPicks

Yasuko Matsubara

19 papers at tracked venues · 16 at CORE A* · active 2024–2026

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Venues

SIGKDD ×7WWW ×4AAAI ×3ICDM ×2ICLR ×1ICWSM ×1NeurIPS ×1

Frequent coauthors

Yasushi Sakurai
×19
Koki Kawabata
×6
Zheng Chen
×6
Ren Fujiwara
×4
Rikuto Kotoge
×4
Jimeng Sun
×3
Taichi Murayama
×3
Tasuku Kimura
×3
Kohei Obata
×3
Kota Nakamura
×2
Shingo Higashiguchi
×2
Ziwei Yang
×2

Papers

  1. Fast Mining and Dynamic Time-to-Event Prediction over Multi-sensor Data Streams
    SIGKDD 2026 ·
    Kota Nakamura
    ,
    Koki Kawabata
    , Yasuko Matsubara,
    Yasushi Sakurai
  2. Interpretable Dynamic Network Modeling of Tensor Time Series via Kronecker Time-Varying Graphical Lasso
    WWW 2026 ·
    Shingo Higashiguchi
    ,
    Koki Kawabata
    , Yasuko Matsubara,
    Yasushi Sakurai
  3. Multi-Aspect Mining and Anomaly Detection for Heterogeneous Tensor Streams
    WWW 2026 ·
    Soshi Kakio
    , Yasuko Matsubara,
    Ren Fujiwara
    ,
    Yasushi Sakurai
  4. Targeted Pathway Inference for Biological Knowledge Bases via Graph Learning and Explanation
    AAAI 2026 ·
    Rikuto Kotoge
    ,
    Ziwei Yang
    ,
    Zheng Chen
    ,
    Yushun Dong
    , Yasuko Matsubara,
    Jimeng Sun
    ,
    Yasushi Sakurai
  5. CyberCScope: Mining Skewed Tensor Streams and Online Anomaly Detection in Cybersecurity Systems
    WWW 2025 ·
    Kota Nakamura
    ,
    Koki Kawabata
    ,
    Shungo Tanaka
    , Yasuko Matsubara,
    Yasushi Sakurai
  6. D-Tracker: Modeling Interest Diffusion in Social Activity Tensor Data Streams
    SIGKDD 2025 ·
    Shingo Higashiguchi
    , Yasuko Matsubara,
    Koki Kawabata
    ,
    Taichi Murayama
    ,
    Yasushi Sakurai
  7. Discovery of Latent Dynamical Patterns in Biomedical Data
    ICDM 2025 ·
    Yuka Tamura
    , Yasuko Matsubara,
    Tasuku Kimura
    ,
    Ren Fujiwara
    ,
    Tsuyoshi Sekitani
    ,
    Sakaaki Machimura
    ,
    Masayuki Endo
    ,
    Tadashi Kimura
    ,
    Yasushi Sakurai
  8. EvoBrain: Dynamic Multi-Channel EEG Graph Modeling for Time-Evolving Brain Networks
    NeurIPS 2025 ·
    Rikuto Kotoge
    ,
    Zheng Chen
    ,
    Tasuku Kimura
    , Yasuko Matsubara,
    Takufumi Yanagisawa
    ,
    Haruhiko Kishima
    ,
    Yasushi Sakurai
  9. GeSubNet: Gene Interaction Inference for Disease Subtype Network Generation
    ICLR 2025 ·
    Ziwei Yang
    ,
    Zheng Chen
    ,
    Xin Liu
    ,
    Rikuto Kotoge
    ,
    Peng Chen
    , Yasuko Matsubara,
    Yasushi Sakurai
    ,
    Jimeng Sun
  10. Linguistic Landscape of Generative AI Perception: A Global Twitter Analysis Across 14 Languages
    ICWSM 2025 ·
    Taichi Murayama
    ,
    Kunihiro Miyazaki
    , Yasuko Matsubara,
    Yasushi Sakurai
  11. Long-Term EEG Partitioning for Seizure Onset Detection
    AAAI 2025 ·
    Zheng Chen
    , Yasuko Matsubara,
    Yasushi Sakurai
    ,
    Jimeng Sun
  12. MicroAdapt: Self-Evolutionary Dynamic Modeling Algorithms for Time-evolving Data Streams
    SIGKDD 2025 · Yasuko Matsubara,
    Yasushi Sakurai
  13. Modeling Latent Non-Linear Dynamical System over Time Series
    AAAI 2025 ·
    Ren Fujiwara
    , Yasuko Matsubara,
    Yasushi Sakurai
  14. Modeling Time-evolving Causality over Data Streams
    SIGKDD 2025 ·
    Naoki Chihara
    , Yasuko Matsubara,
    Ren Fujiwara
    ,
    Yasushi Sakurai
  15. Robust and Explainable Detector of Time Series Anomaly via Augmenting Multiclass Pseudo-Anomalies
    SIGKDD 2025 ·
    Kohei Obata
    , Yasuko Matsubara,
    Yasushi Sakurai
  16. Dynamic Multi-Network Mining of Tensor Time Series
    WWW 2024 ·
    Kohei Obata
    ,
    Koki Kawabata
    , Yasuko Matsubara,
    Yasushi Sakurai
  17. Fredformer: Frequency Debiased Transformer for Time Series Forecasting
    SIGKDD 2024 ·
    Xihao Piao
    ,
    Zheng Chen
    ,
    Taichi Murayama
    , Yasuko Matsubara,
    Yasushi Sakurai
  18. Mining of Switching Sparse Networks for Missing Value Imputation in Multivariate Time Series
    SIGKDD 2024 ·
    Kohei Obata
    ,
    Koki Kawabata
    , Yasuko Matsubara,
    Yasushi Sakurai
  19. SplitSEE: A Splittable Self-supervised Framework for Single-Channel EEG Representation Learning
    ICDM 2024 ·
    Rikuto Kotoge
    ,
    Zheng Chen
    ,
    Tasuku Kimura
    , Yasuko Matsubara,
    Takufumi Yanagisawa
    ,
    Haruhiko Kishima
    ,
    Yasushi Sakurai