Yunyi Shen

According to our database, Yunyi Shen authored at least 10 papers between 2024 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

OpenReview Should be Protected and Leveraged as a Community Asset for Research in the Era of Large Language Models.

Hao Sun, Yunyi Shen, Mihaela van der Schaar

CoRR, May, 2025

Oh SnapMMD! Forecasting Stochastic Dynamics Beyond the Schrödinger Bridge's End.

Renato Berlinghieri, Yunyi Shen, Jialong Jiang, Tamara Broderick

CoRR, May, 2025

Reusing Embeddings: Reproducible Reward Model Research in Large Language Model Alignment without GPUs.

Hao Sun, Yunyi Shen, Jean-Francois Ton, Mihaela van der Schaar

CoRR, February, 2025

Reviving The Classics: Active Reward Modeling in Large Language Model Alignment.

Yunyi Shen, Hao Sun, Jean-François Ton

CoRR, February, 2025

Approximations to worst-case data dropping: unmasking failure modes.

Jenny Y. Huang, David R. Burt, Yunyi Shen, Tin D. Nguyen, Tamara Broderick

Trans. Mach. Learn. Res., 2025

Posterior contraction and uncertainty quantification for the multivariate spike-and-slab LASSO.

Yunyi Shen, Sameer K. Deshpande

J. Multivar. Anal., 2025

Rethinking Reward Modeling in Preference-based Large Language Model Alignment.

Hao Sun, Yunyi Shen, Jean-Francois Ton

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Multi-marginal Schrödinger Bridges with Iterative Reference Refinement.

Yunyi Shen, Renato Berlinghieri, Tamara Broderick

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2025

Consistent Validation for Predictive Methods in Spatial Settings.

David R. Burt, Yunyi Shen, Tamara Broderick

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2025

2024

Rethinking Bradley-Terry Models in Preference-Based Reward Modeling: Foundations, Theory, and Alternatives.

Hao Sun, Yunyi Shen, Jean-Francois Ton

CoRR, 2024