Wenlin Zhang
2 papers · Latest:
Information Retrieval
Personalized Deep Research: A User-Centric Framework, Dataset, and Hybrid Evaluation for Knowledge Discovery
PDR is a user-centric framework that personalizes deep research agents by adapting retrieval and synthesis to individual user expertise and interests.
2605.10530
Natural Language ProcessingLearning How and What to Memorize: Cognition-Inspired Two-Stage Optimization for Evolving Memory
MemCoE is a cognition-inspired two-stage optimization framework that learns how to organize and what to update in LLM memory for better personalization.
2605.00702
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