3 papers
cs.HC2026
Adaptive Prompt Elicitation for Text-to-Image Generation
Xinyi Wen, Lena Hegemann, Xiaofu Jin +2
Aligning text-to-image generation with user intent remains challenging, as users frequently provide ambiguous inputs and struggle with model idiosyncrasies. We propose Adaptive Pro…
cs.HC2026
ToMigo: Interpretable Design Concept Graphs for Aligning Generative AI with Creative Intent
Lena Hegemann, Xinyi Wen, Michael A. Hedderich +2
Generative AI often produces results misaligned with user intentions, for example, resolving ambiguous prompts in unexpected ways. Despite existing approaches to clarify intent, a…
stat.ML2025
ALINE: Joint Amortization for Bayesian Inference and Active Data Acquisition
Daolang Huang, Xinyi Wen, Ayush Bharti +2
Many critical applications, from autonomous scientific discovery to personalized medicine, demand systems that can both strategically acquire the most informative data and instanta…