2 papers
cs.AI2026
A Problem-Oriented Taxonomy of Evaluation Metrics for Time Series Anomaly Detection
Kaixiang Yang, Jiarong Liu, Yupeng Song +2
Time series anomaly detection is widely used in IoT and cyber-physical systems, yet its evaluation remains challenging due to diverse application objectives and heterogeneous metri…
cs.LG2025
DPASyn: Mechanism-Aware Drug Synergy Prediction via Dual Attention and Precision-Aware Quantization
Yuxuan Nie, Yutong Song, Jinjie Yang +3
Drug combinations are essential in cancer therapy, leveraging synergistic drug-drug interactions (DDI) to enhance efficacy and combat resistance. However, the vast combinatorial sp…