most citedPruneRAG: Confidence-Guided Query Decomposition Trees for Efficient Retrieval-Augmented Generation

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cs.LG2026

Multimodal Graph Retrieval-Augmented Sequential Recommendation via Collaborative Filtering Paths

Jason Marcell Setiadi, Xin Cao, Lina Yao

Multimodal Large Language Models (MLLMs) have demonstrated strong potential for sequential recommendation through their ability to reason over complex multimodal data. However, exi…

cs.LG2025

Federated In-Context Learning: Iterative Refinement for Improved Answer Quality

Ruhan Wang, Zhiyong Wang, Chengkai Huang +5

For question-answering (QA) tasks, in-context learning (ICL) enables language models to generate responses without modifying their parameters by leveraging examples provided in the…