Author

Fanyi Wang

h-index 9 View on Semantic Scholar

We have 2 of 38 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 Sep 2026

CA-OPD: Confidence-Aware On-Policy Distillation for Structured Visual Prediction

Autoregressive vision language models unify heterogeneous perception tasks but are highly susceptible to compounding errors. On-policy distillation (OPD) bridges the training-inference mismatch by training students on their own rollouts. However, unreliable student predictions, especially early in training, can derail...

Meng-Hao Li, Lin-Jie Mu, Yin Wang et al. · 1 citation

Preprint Jul 2026

StepX-Edge: An On-Device UI Vision-Language Model via Architecture-Training-Deployment Co-Design

StepX-Edge is presented, a 0.9B-parameter on-device UI vision-language model that resolves this tension through three-layer co-design of architecture, training, and deployment, and achieves the strongest overall UI understanding among<=1B models.

Yin Wang, Haotian Hu, J. Han et al. · 1 citation