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Tian Lan /

News

  1. Paper accepted to KDD 2026: SCALE: Style-Causal Disentanglement with Adaptive Lifelong Expert for Online Latent-domain Anomaly Detection

  2. Paper accepted to ICML 2026: Towards foundation models for zero-shot time series anomaly detection: Leveraging synthetic data and relative context discrepancy arXiv

  3. Preprint posted: VETime: Vision Enhanced Zero-Shot Time Series Anomaly Detection arXiv

  4. Preprint posted: Towards foundation models for zero-shot time series anomaly detection: Leveraging synthetic data and relative context discrepancy arXiv

  5. Preprint posted: AXIS: Explainable Time Series Anomaly Detection with Large Language Models arXiv

  6. Paper accepted to NeurIPS 2025: TraffiDent: A Dataset for Understanding the Interplay Between Traffic Dynamics and Incidents arXiv

  7. Preprint posted: Tensor State Space-based Dynamic Multilayer Network Modeling arXiv

  8. Preprint posted: CICADA: Cross-Domain Interpretable Coding for Anomaly Detection and Adaptation in Multivariate Time Series arXiv