Self-Evolving Memory for Generative Recommendation
cs.IR, cs.AI
Submitted: 2026-09-14
Updated: 2026-09-14
Comments: Accepted to CIKM'26
Code: https://github.com/JazyJiang/Self-Evolving-Memory-for-Generative-Recommendation
License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/
Terminology
Sources
- Memory Assisted LLM for Personalized Recommendation System
- Recurrent Preference Memory for Efficient Long-Sequence Generative Recommendation
- OneRec: Unifying Retrieve and Rank with Generative Recommender and Iterative Preference Alignment
- Drift-Aware Continual Tokenization for Generative Recommendation
- MTGR: Industrial-Scale Generative Recommendation Framework in Meituan
- Mixtral of Experts
- Temporal User Profiling with LLMs: Balancing Short-Term and Long-Term Preferences for Recommendations
- Leveraging Memory Retrieval to Enhance LLM-based Generative Recommendation
- MTServe: Efficient Serving for Generative Recommendation Models with Hierarchical Caches
- Continual Low-Rank Adapters for LLM-based Generative Recommender Systems
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