most citedCold-Start Recommendation towards the Era of Large Language Models (LLMs): A Comprehensive Survey and Roadmap

2 citations · 3 across the 4 of their papers we have counts for

collaborators
Showing cs.AIShow all

2 papers · 1 filter

cs.AI2026

XBridge: Entity-Grounded Latent Bridge for Heterogeneous LLM Communication

Wooseong Yang, Wei-Chieh Huang, Weizhi Zhang +3

Heterogeneous multi-agent LLM systems, where agents are powered by different model families, can outperform homogeneous configurations by reducing redundant reasoning patterns. Yet…

cs.AI2026

From Logs to Language: Learning Optimal Verbalization for LLM-Based Recommendation at Industry Scale

Yucheng Shi, Ying Li, Yu Wang +8

Large language models (LLMs) are promising backbones for generative recommender systems, yet a key challenge remains underexplored: verbalization, i.e., converting structured user…