most citedA Survey on Mechanistic Interpretability for Multi-Modal Foundation Models

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cs.HC2026

Interview-Informed Generative Agents for Product Discovery: A Validation Study

Zichao Wang, Alexa Siu

Large language models (LLMs) have shown strong performance on standardized social science instruments, but their value for product discovery remains unclear. We investigate whether…

cs.HC2025★ 1 cited

MLLM as a UI Judge: Benchmarking Multimodal LLMs for Predicting Human Perception of User Interfaces

Reuben A. Luera, Ryan Rossi, Franck Dernoncourt +12

In an ideal design pipeline, user interface (UI) design is intertwined with user research to validate decisions, yet studies are often resource-constrained during early exploration…