Author

Jiaming Liang

h-index 2 View on Semantic Scholar

We have 1 of 12 papers

We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.

Not the right person? Other researchers publish under this name.

Preprint Aug 2026

Fast Test-Time Refinement for Robust Learned Image Compression

This study reveals an Asymmetric Adversarial Trajectory (AAT) property in LIC systems: transitioning from adversarial to benign regions is significantly easier than the reverse process, where adversarial examples can often be roughly recovered within only 1-2 steps.

Jiaming Liang, Chi-man Pun, Weisi Lin · 0 citations