Published in Journal of Neurology, 272(5), 354 (2025)
A global epidemiological analysis of ischemic stroke in young adults (1990–2021), characterizing burden trends across regions and countries.
Published in Journal of Medical Internet Research, 27, e77858 (2025)
Multicenter study (n=1,927) introducing ENDRAS, an XGBoost-based model using 6 routine clinical variables to predict END after thrombolysis and guide risk-stratified post-thrombolysis management.
Published in SIGKDD 2026 Research Track
CAAD reframes multivariate time series anomaly detection as continuous verification of Granger causality consistency, using multi-scale alignment and a dual causal scoring mechanism to detect stealthy industrial failures.
Published in arXiv:2605.24140, 2026
HyperGuide distills reasoning progress into a hyperbolic geometric signal that guides step-by-step LLM generation, yielding consistent gains especially on deeper reasoning chains.
Published in SDM 2026; Forecast@ICML26
SC-JEPA stabilizes JEPA-based latent predictive learning for time-series anomaly prediction via a soft codebook bottleneck and multi-resolution predictive objective.
Published in arXiv:2605.19196, 2026
REFLECT introduces a meta-evaluation benchmark for LLM judges in agentic settings, revealing that even the best judges achieve below 55% accuracy on fine-grained failure detection.
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