3 papers
cs.LG2026
OmniEEG-Bench: A Standardized Evaluation Benchmark for EEG Foundation Models
Ziling Lu, Zongsheng Li, Xinke Shen +11
Electroencephalography (EEG) supports a variety of brain-computer interface (BCI) tasks ranging from brain-state monitoring to human-LLM interactions. EEG foundation models are eme…
cs.SD2025
Combining Textual and Spectral Features for Robust Classification of Pilot Communications
Abdullah All Tanvir, Chenyu Huang, Moe Alahmad +2
Accurate estimation of aircraft operations, such as takeoffs and landings, is critical for effective airport management, yet remains challenging, especially at non-towered faciliti…
cs.LG2025
Interpretable Dual-Stream Learning for Local Wind Hazard Prediction in Vulnerable Communities
Mahmuda Akhter Nishu, Chenyu Huang, Milad Roohi +1
Wind hazards such as tornadoes and straight-line winds frequently affect vulnerable communities in the Great Plains of the United States, where limited infrastructure and sparse da…