Author

Dong-Qi Liang

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#artificial intelligence Preprint Jun 2026

ForesightSafety-SAGE:A Fully Automated Scenario Generation and Safety Evaluation Framework for LLM Agents

ForesightSafety-SAGE is introduced, a fully automated scenario generation and safety evaluation framework for LLM agents that demonstrates the importance of executable, process-level evaluation for understanding and improving LLM agent safety.

Lu Jia, Haibo Tong, Feifei Zhao et al. · 0 citations

Conference Open access Sep 2025

DiverValue-Bench: A Benchmark and Fine-Tuning Framework for Aligning Large Language Models with Diverse Human Values

DiverValue-Bench is introduced, a population-aware benchmark for evaluating multi-dimensional value alignment across 74 countries/regions and it is shown that lightweight preference-based fine-tuning with Low-Rank Adaptation and Direct Preference Optimization substantially improves in-domain value alignment while yield...

Yao Liang, Dongcheng Zhao, Fei-Fei Zhao et al. · Proceedings of the Thirty-Fi... · 0 citations