2 papers
cs.LG2026
TRACE: Temporal Routing with Autoregressive Cross-channel Experts for EEG Representation Learning
Fan Ma, Qier An, Peng Chen +6
Learning transferable representations for electroencephalography (EEG) remains challenging because EEG signals are inherently multi-channel and non-stationary. Channels observed at…
cs.CR2025
Smart Cuts: Enhance Active Learning for Vulnerability Detection by Pruning Hard-to-Learn Data
Xiang Lan, Tim Menzies, Bowen Xu
Vulnerability detection is crucial for identifying security weaknesses in software systems. However, training effective machine learning models for this task is often constrained b…