3 papers
cs.HC2025
Love First, Know Later: Persona-Based Romantic Compatibility Through LLM Text World Engines
Haoyang Shang, Zhengyang Yan, Xuan Liu
We propose Love First, Know Later: a paradigm shift in computational matching that simulates interactions first, then assesses compatibility. Instead of comparing static profiles,…
cs.CY2025
Mutual Wanting in Human--AI Interaction: Empirical Evidence from Large-Scale Analysis of GPT Model Transitions
HaoYang Shang, Xuan Liu
The rapid evolution of large language models (LLMs) creates complex bidirectional expectations between users and AI systems that are poorly understood. We introduce the concept of…
cs.AI2025
CoBRA: Programming Cognitive Bias in Social Agents Using Classic Social Science Experiments
Xuan Liu, Haoyang Shang, Haojian Jin
This paper introduces CoBRA, a novel toolkit for systematically specifying agent behavior in LLM-based social simulation. We found that conventional approaches that specify agent b…