cryptocurrency 1financial trading 1large vision-language models 1multilingual safety 1multimodal alignment 1multimodal learning 1neuron-level alignment 1parameter-efficient fine-tuning 1robustness 1signal corroboration 1stock prediction 1
From the 2 of 20 linked papers with an AI index.
Showing cs.AIShow all
3 papers · 1 filter
cs.AI2026
Who Bridges Safety? Identifying and Targeting Cross-Lingual Shared Safety Pathways
Shuyi Miao, Wangjie Qiu, Pengyang Shao +4
Uncovering the internal mechanisms underlying the safety capabilities of large language models (LLMs) is crucial for developing trustworthy artificial intelligence. Currently, mech…
cs.AI2026
No Single Neuron of Failure: Distributed Safety Alignment Against White-Box Attacks
Simiao Xie, Chuancheng Shi, Shangze Li +5
With the rapid release of open-weight large foundation models, safety threats are shifting from black-box jailbreaks to neuron-level white-box attacks that directly identify and ma…
cs.AI2026
One Anchor for All: Unified Multilingual and Multimodal Safety Alignment for LVLMs
Enyi Shi, Fei Shen, Chuancheng Shi +4
The paper introduces a neuron‑level safety alignment method that identifies and updates a tiny set of shared safety neurons across languages and modalities, enabling large vision‑l…