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Yufei Zheng

2 accepted papers

2026

Do LLMs “Feel”? Emotion Circuits Discovery and Control

ICML 2026poster

As the demand for emotional intelligence in large language models (LLMs) grows, a key challenge lies in understanding the internal mechanisms that give rise to emotional expression and in controlling emotions in generated text. This study addresses three core questions: (1) Do LLMs contain context-a…

Cited by 0SourceScholar
2026

PSP: Prompt-Guided Self-Training Sampling Policy for Active Prompt Learning

ICLR 2026poster

Active Prompt Learning (APL) using vision-language models (\textit{e.g.}, CLIP) has attracted considerable attention for mitigating the dependence on fully labeled dataset in downstream task adaptation. However, existing methods fail to explicitly leverage prompt to guide sample selection, resulting…

Cited by 0SourcecodeScholar