Publications with SuDIS

• AdaCTSi: Adaptive Correlated Time Series Imputation for Changing Environments IEEE Transactions on Knowledge and Data Engineering (TKDE), 2026 · Journal · CCF-A
• MovSemCL: Movement-semantics contrastive learning for trajectory similarity The 40th AAAI Conference on Artificial Intelligence (AAAI) ORAL, 2025 · Conference · CCF-A · CORE-A
• E2USD: Efficient-yet-effective unsupervised state detection for multivariate time series The ACM Web Conference 2024 (WWW) ORAL, 2024 · Conference · CCF-A · CORE-A*
• LightCTS*: Lightweight correlated time series forecasting enhanced with model distillation IEEE Transactions on Knowledge and Data Engineering (TKDE), 2024 · Journal · CCF-A · CORE-A*
• ReCTSi: Resource-efficient correlated time series imputation via decoupled pattern learning and completeness-aware attentions The 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD), 2024 · Conference · CCF-A · CORE-A*
• LightCTS: A lightweight framework for correlated time series forecasting 2023 ACM SIGMOD International Conference on Management of Data (SIGMOD), 2023 · Conference · CCF-A · CORE-A*