Chongming Gao
2 papers · Latest:
Information Retrieval
Beyond Static Best-of-N: Bayesian List-wise Alignment for LLM-based Recommendation
BLADE introduces a Bayesian framework for LLM-based recommenders to dynamically optimize list-wise metrics, outperforming static methods.
2605.04559
Information RetrievalPosition-Aware Drafting for Inference Acceleration in LLM-Based Generative List-Wise Recommendation
PAD-Rec accelerates LLM-based generative recommendation by using position-aware speculative drafting, achieving up to 3.1x speedup.
2604.27747
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