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Si-Yi Liu

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#large language models Open access Sep 2026

Assessing Individual Differences in Adult Theory of Mind Through Mental State Language: Human and Artificial Intelligence Approaches.

Fine-tuned transformers and open-source generative large language models reliably replicated human coding of mental state language, enabling scalable assessment and offering promising initial construct-validity evidence for mental state language as a measure of theory of mind.

Chloe C. Hudson, Louis Hickman, Si-Yi Liu et al. · Assessment (Odessa, Fla.) · 0 citations

Open access Aug 2026

In-Loop Model Adaptation with Coupled Latent-Noise Guidance for High-Fidelity Subject-Driven Text-to-Image Generation

Text-to-image diffusion models have achieved remarkable success in generating high-quality images from a given text prompt. Subject-driven generation aims to synthesize customized images to mimic the appearance of subjects in given reference images within different visual contexts specified by the text prompts. The cen...

Yushun Tang, Weiming Chen, Siyi Liu et al. · IEEE transactions on multime... · 0 citations