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Jie Zhang

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#artificial intelligence Open access Dec 2023

Controlling Risks of AI in Chemical Science with Agents

SciGuard is proposed, an agent-based guardrail that employs large language models, tools and external knowledge to assess and control risks in scientific AI interactions, and achieves a state-of-the-art harmlessness score on red-teaming queries, while maintaining high performance on benign tasks, without sacrificing sc...

Jiyan He, Hao-Xiang Guan, Weitao Feng et al. · 26 citations · ⚡4
2026

Toward Trustworthy Dynamic Facial Expression Recognition via Information Bottleneck Modeling

Due to the presence of semantic ambiguity among similar expression categories and the inherent imbalance in spatio-temporal feature intensities, dynamic facial expression recognition (DFER) in the wild poses significant challenges for building trustworthy and robust systems. These factors often lead to inconsistent fea...

Feng-Qi Cui, Anyang Tong, Jin-Yang Huang et al. · 1 citation

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