Poster "transformer representations" Papers

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Adversarial Attacks against Closed-Source MLLMs via Feature Optimal Alignment

Xiaojun Jia, Sensen Gao, Simeng Qin et al.

NEURIPS 2025arXiv:2505.21494
18
citations

Constrained Belief Updates Explain Geometric Structures in Transformer Representations

Mateusz Piotrowski, Paul Riechers, Daniel Filan et al.

ICML 2025arXiv:2502.01954
6
citations

Use Your INSTINCT: INSTruction optimization for LLMs usIng Neural bandits Coupled with Transformers

Xiaoqiang Lin, Zhaoxuan Wu, Zhongxiang Dai et al.

ICML 2024arXiv:2310.02905
26
citations