Why Representation Engineering Works: A Theoretical and Empirical Study in Vision-Language Models. - Bowei Tian; Xuntao Lyu; Meng Liu; Hongyi Wang; Ang Li (CoRR, 2025)

Convergence of Spectral Principal Paths: How Deep Networks Distill Linear Representations from Noisy Inputs. - Bowei Tian; Xuntao Lyu; Meng Liu; Hongyi Wang; Ang Li (CoRR, 2025)