2 papers
cs.LG2025
Feature-Function Curvature Analysis: A Geometric Framework for Explaining Differentiable Models
Hamed Najafi, Dongsheng Luo, Jason Liu
Explainable AI (XAI) is critical for building trust in complex machine learning models, yet mainstream attribution methods often provide an incomplete, static picture of a model's…
eess.SY2023
CLExtract: Recovering Highly Corrupted DVB/GSE Satellite Stream with Contrastive Learning
Minghao Lin, Minghao Cheng, Dongsheng Luo +1
Since satellite systems are playing an increasingly important role in our civilization, their security and privacy weaknesses are more and more concerned. For example, prior work d…