Author

Shuhuan Chen

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Jul 2026

Knowing You at First Glance: Inferring Apparent Personality from Faces

An end-to-end framework for apparent personality inference leveraging vision-language models to introduce semantic priors and a semantic-enhanced facial representation module to capture subtle personality-related cues, together with an uncertainty-aware learning strategy to handle noisy and subjective annotations is pr...

Shuhuan Chen, Xiang-Yu Zhu, Wei-Song Zhao et al. · arXiv.org · 0 citations

#artificial intelligence Jun 2026

FinAcumen: Financial Multimodal Reasoning via Self-Evolving Experience Memory Harness

FinAcumen accumulates financially grounded reasoning experience from prior trajectories, distilling successful strategies and failure-derived cautionary rules into a persistent memory bank, and shows that selective experience activation improves reasoning reliability under retrieval uncertainty.

Pianran Guo, Pengcheng Zhou, Yucheng Jian et al. · arXiv.org · 1 citation

Preprint Jul 2026

Private Face Recognition Training Dataset Publication via Identity-Decoupled and Geometry-Preserving Face Distillation

Private Face Distillation is proposed, an identity-decoupling and geometry-preserving framework that uses Orthogonal Geometry Preservation to construct decoupled proxy identities from private identity representations while maintaining hyperspherical geometry, and Relational Topology Alignment to preserve identity relat...

Shuhuan Chen, Xiangyu Zhu, Weisong Zhao et al. · 0 citations