Xiaotian Zhou

Worcester Polytechnic Institute

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Publication activitypapers/week, last 8 weeks

Research focus

Constitutional AI & AI Ethics (1)Eval Frameworks & Benchmarks (1)Red-Teaming & Adversarial Robustness (1)

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Di Tang (1)Xiaofeng Wang (1)Xiaozhong Liu (1)

Papers (1)

Apr 7, 2026

Worcester Polytechnic Institute2w ago·also IU Bloomington

Can We Trust a Black-box LLM? LLM Untrustworthy Boundary Detection via Bias-Diffusion and Multi-Agent Reinforcement Learning

LLMs are more fragile than we thought: a new algorithm efficiently maps the boundaries of their trustworthiness, revealing specific topics where they're prone to bias.

Xiaotian Zhou, Di Tang, Xiaofeng Wang +1

Constitutional AI & AI Ethics Eval Frameworks & Benchmarks Red-Teaming & Adversarial Robustness

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Xiaotian Zhou

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)