Topic
recommendation system
Artificial Intelligence #generative recommendation#holistic encoding
New Generative Recommendation Model HoloRec Uses Hierarchical Encoding and Interleaved Reasoning to Boost Accuracy
A research paper introduces HoloRec, a generative recommendation model that uses holistic encoding and interleaved reasoning to overcome limitations of existing approaches. The model supports two inference modes — non-thinking for speed and thinking for higher accuracy — and shows significant gains on sparse datasets.
Jun 16, 2026 1 source
Artificial Intelligence #federated learning#graph recommendation
LLM-Encoded Knowledge Guides Federated Graph Recommendation to Improve Accuracy
Researchers propose a federated graph recommendation framework that leverages LLM-encoded semantic knowledge to guide cross-client structural aggregation, addressing the challenge of non-IID client data. The method consistently outperforms existing federated graph baselines on standard benchmarks.
Jun 16, 2026 1 source