WALKSAFE: Risk-aware Graph Random Walk with Bi-GRPO for LLM Safety.

Shilong Pan, Zhiliang Tian, Wanlong Yu, Zhen Huang, Qingyu Qiu, Zihan Chen, Zhonghao Sun, Minlie Huang, Dongsheng Li

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