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Jingyan Shen

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#artificial intelligence Conference May 2025

MiCRo: Mixture Modeling and Context-aware Routing for Personalized Preference Learning

MiCRo is introduced, a two-stage framework that enhances personalized preference learning by leveraging large-scale binary preference datasets without requiring explicit fine-grained annotations and effectively captures diverse human preferences and significantly improves downstream personalization.

Jingyan Shen, Jiarui Yao, Rui Yang et al. · 11 citations · ⚡3
Preprint Jul 2026

Understanding Reasoning from Pretraining to Post-Training

A quantitative account of the pretraining-to-RL interface and a controlled testbed for studying the science of reasoning across the full pretraining-to-post-training pipeline is provided.

Jingyan Shen, Ang Li, Salman Rahman et al. · 0 citations

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