Author

Mu-Yao Wang

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#small language model Preprint Oct 2026

Beyond Plausibility: Verifiable Fine-Grained Image Editing on Structured Assets

Fine-grained image editing requires more than producing a visually plausible result: an editor must execute the requested attribute change precisely while leaving everything else intact. However, existing benchmarks leave a critical gap between realism and verifiability: benchmarks built on realistic images typically r...

Mu-Yao Wang, Chen Zhu, Shi-Qi Yang et al. · 0 citations

Conference Open access Aug 2026

FreSH: Frequency-Segmented Hierarchical Multi-Expert Framework for Multivariate Time Series Classification

Multivariate Time Series Classification (MTSC) demands models that can effectively capture complex temporal patterns across multiple scales while remaining computationally efficient. However, existing approaches generally struggle to reconcile fine-grained representation learning, especially under class imbalance and r...

Ping-Ping Liu, Mu-Yao Wang, Zi-Jian Zhang et al. · Proceedings of the Thirty-Fi... · 0 citations