Author

Jiawei Cao

h-index 4 View on Semantic Scholar

We have 2 of 9 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

Illuminating Visual Identity in Universal Multimodal Embeddings

This work proposes a unified formulation for visual identity discrimination~(VisID) and introduces a simple yet effective learning framework that jointly optimizes general multimodal and visual identity representations through a carefully designed identity-aware sampling mechanism.

Jiawei Cao, Junyi Feng, Jiashen Hua et al. · 1 citation

#artificial intelligence Preprint Aug 2026

RACE: Scalable Statistical Estimation of Functional Consistency in LLM Neurons

RACE (Residual Alignment for Consistency Estimation), a forward-pass statistical framework that evaluates the domain-wide functional consistency of Transformer neurons, produces neuron rankings that yield more domain-specific effects under perturbation.

Runyu Wang, Bo Liu, Xia-Xin Zhang et al. · 0 citations