Yue Zhang

Shape Your Feed: An LLM-based Agentic System for Conversational Recommendation

Large-scale online A/B experiments on production traffic demonstrate that SYF improves feed relevance and user sentiment, indicating a practical and scalable path toward interactive, user-steerable recommendation in industrial settings.