Yunyi Shen

4 papers · 2025–2025 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (11)

Venues

AISTATS (2) ICLR (1) ICML (1)

Top co-authors

Jean-Francois Ton (2) Hao Sun (2) Tamara Broderick (2) David R. Burt (1) Renato Berlinghieri (1)

Research topics

Machine Learning (4) Optimization & Theory (4) Artificial Intelligence (1) Healthcare & Medicine (1) Natural Language Processing (1) Reinforcement Learning (1) Core Methods (1) Learning Paradigms (1) Learning Types (1) Methods (1) Research (1) Resources & Methods (1)

Keywords

reward modeling (2) binary classification (1) optimal transport (1) preference learning (1) fisher information (1) covariate shift (1) trajectory inference (1) spatial statistics (1) bradley-terry model (1) weather forecasting (1) model validation (1) schrodinger bridge (1) single-cell sequencing (1) llm alignment (1) large language model (1) spatial prediction (1) reference dynamic (1) order consistency (1) cross-prompt comparisons (1) active learning (1)

Papers

Active Reward Modeling: Adaptive Preference Labeling for Large Language Model Alignment ICML 2025 Consistent Validation for Predictive Methods in Spatial Settings AISTATS 2025 Multi-marginal Schrödinger Bridges with Iterative Reference Refinement AISTATS 2025 Rethinking Reward Modeling in Preference-based Large Language Model Alignment ICLR 2025