12 citations · 12 across the 1 of their papers we have counts for
3 papers
cs.LG2026
Distilling Multi-Teacher Scoring Principles for Unsupervised Time Series Anomaly Detection
Dongchan Cho, Jiho Han, Juwon Hwang +3
Time series anomalies take diverse forms, and individual detectors encode different anomaly scoring principles that rarely cover all anomaly types. Recent unsupervised time-series…
cs.LG2025
Structured Temporal Causality for Interpretable Multivariate Time Series Anomaly Detection
Dongchan Cho, Jiho Han, Keumyeong Kang +3
Real-world multivariate time series anomalies are rare and often unlabeled. Additionally, prevailing methods rely on increasingly complex architectures tuned to benchmarks, detecti…
cs.PF2023★ 12 cited
Tensor Slicing and Optimization for Multicore NPUs
Rafael Sousa, Marcio Pereira, Yongin Kwon +5
Although code generation for Convolution Neural Network (CNN) models has been extensively studied, performing efficient data slicing and parallelization for highly-constrai\-ned Mu…