Elios Lab

Verifier-aware perturbation-position scheduling for efficient certified robustness assessment of Transformer text classifiers.

Python toolkit to generate physically-grounded LiDAR anomalies for robust sensor testing: Background noise (simulating adverse weather conditions), Zero-Range Background (modeling sensor obstruction), Electromagnetic Interference (representing electronic noise), and Occlusion (ray diffusion/absorption).

ELIOS Predictive Intelligence Challenge (EPIC) is a simulation-driven machine learning competition platform developed by the ELIOS Laboratory

A Simulation Framework for Deep Learning-based Lane Change Prediction