48 citations · 48 across the 2 of their papers we have counts for
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cs.LG2026
Back to the Future: Look-ahead Augmentation and Parallel Self-Refinement for Time Series Forecasting
Sunho Kim, Susik Yoon
Long-term time series forecasting (LTSF) remains challenging due to the trade-off between parallel efficiency and sequential modeling of temporal coherence. Direct multi-step forec…
cs.LG2022★ 48 cited
Adaptive Model Pooling for Online Deep Anomaly Detection from a Complex Evolving Data Stream
Susik Yoon, Youngjun Lee, Jae-Gil Lee +1
Online anomaly detection from a data stream is critical for the safety and security of many applications but is facing severe challenges due to complex and evolving data streams fr…