Author

Yulei Jia

h-index 3 View on Semantic Scholar

We have 1 of 7 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

Mitigating Visual Degradation in MLLMs via Spatial-Spectral Visual Anchor Learning

The core of SSVAL is Visual Anchor Prompt Injection (VAPI), which introduces prompts that absorb rich knowledge from external VFMs during training, enabling them to serve as stable visual anchors that mitigate representation deviation during inference.

Qian-Long Yang, Bowen Ye, Xianda Guo et al. · 0 citations