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cs.IR2026
Iterative Semantic Reasoning from Individual to Group Interests for Generative Recommendation with LLMs
Xiaofei Zhu, Jinfei Chen, Feiyang Yuan +1
Recommendation systems aim to learn user interests from historical behaviors and deliver relevant items. Recent methods leverage large language models (LLMs) to construct and integ…
cs.IR2025
Multi-Granularity Sequence Denoising with Weakly Supervised Signal for Sequential Recommendation
Liang Li, Zhou Yang, Xiaofei Zhu
Sequential recommendation aims to predict the next item based on user interests in historical interaction sequences. Historical interaction sequences often contain irrelevant noisy…