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Ruiji Yu

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
2025

Pursuing Feature Separation based on Neural Collapse for Out-of-Distribution Detection

ICLR 2025poster

In the open world, detecting out-of-distribution (OOD) data, whose labels are disjoint with those of in-distribution (ID) samples, is important for reliable deep neural networks (DNNs). To achieve better detection performance, one type of approach proposes to fine-tune the model with auxiliary OOD d…