Author

Canran Xiao

View on Semantic Scholar

2 papers indexed here

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.

Jul 2026

LaP-Forensics: Latent-Pixel Consistency Guided Multimodal Reasoning for Deepfake Detection

LaP-Forensics is presented, a multimodal framework that augments RGB semantics with reconstruction-based forensic evidence that supports the utility of the residual stream under the evaluated settings, while free-form textual faithfulness and reliability under post-processing remain open limitations.

Can Wang, Yuhao Wang, Yu-She Cao et al. · arXiv.org · 1 citation

Jul 2026

Hidden APIs in Language Models: Discovering Reusable Causal Interfaces from Forked Futures

These results support an economical reusable causal interface within the tested operation banks, while keeping the claim explicitly conditional on the candidate architectures, interventions, and held-out futures.

Siyuan Ma, Yiqin Luo, Zhangji et al. · arXiv.org · 4 citations