Yunyi Shen

15 papers A* 2A 2Journal 11
YearRankTypeTitle / Venue / Authors
2025 A* conf
Active Reward Modeling: Adaptive Preference Labeling for Large Language Model Alignment.
ICML
Yunyi Shen, Hao Sun, Jean-Francois Ton
2025 J jnl
Approximations to worst-case data dropping: unmasking failure modes.
Trans. Mach. Learn. Res.
Jenny Y. Huang, David R. Burt, Yunyi Shen, Tin D. Nguyen, Tamara Broderick
2025 A conf
Consistent Validation for Predictive Methods in Spatial Settings.
AISTATS
David R. Burt, Yunyi Shen, Tamara Broderick
2025 J jnl
Diffusion Autoencoders with Perceivers for Long, Irregular and Multimodal Astronomical Sequences.
CoRR
Yunyi Shen, Alexander Gagliano
2025 J jnl
Dropping Just a Handful of Preferences Can Change Top Large Language Model Rankings.
CoRR
Jenny Y. Huang, Yunyi Shen, Dennis Wei, Tamara Broderick
2025 A conf
Multi-marginal Schrödinger Bridges with Iterative Reference Refinement.
AISTATS
Yunyi Shen, Renato Berlinghieri, Tamara Broderick
2025 J jnl
Oh SnapMMD! Forecasting Stochastic Dynamics Beyond the Schrödinger Bridge's End.
CoRR
Renato Berlinghieri, Yunyi Shen, Jialong Jiang, Tamara Broderick
2025 J jnl
OpenReview Should be Protected and Leveraged as a Community Asset for Research in the Era of Large Language Models.
CoRR
Hao Sun, Yunyi Shen, Mihaela van der Schaar
2025 J jnl
Posterior contraction and uncertainty quantification for the multivariate spike-and-slab LASSO.
J. Multivar. Anal.
Yunyi Shen, Sameer K. Deshpande
2025 A* conf
Rethinking Reward Modeling in Preference-based Large Language Model Alignment.
ICLR
Hao Sun, Yunyi Shen, Jean-Francois Ton
2025 J jnl
Reusing Embeddings: Reproducible Reward Model Research in Large Language Model Alignment without GPUs.
CoRR
Hao Sun, Yunyi Shen, Jean-Francois Ton, Mihaela van der Schaar
2025 J jnl
Reviving The Classics: Active Reward Modeling in Large Language Model Alignment.
CoRR
Yunyi Shen, Hao Sun, Jean-François Ton
2024 J jnl
Consistent Validation for Predictive Methods in Spatial Settings.
CoRR
David R. Burt, Yunyi Shen, Tamara Broderick
2024 J jnl
Multi-marginal Schrödinger Bridges with Iterative Reference Refinement.
CoRR
Yunyi Shen, Renato Berlinghieri, Tamara Broderick
2024 J jnl
Rethinking Bradley-Terry Models in Preference-Based Reward Modeling: Foundations, Theory, and Alternatives.
CoRR
Hao Sun, Yunyi Shen, Jean-Francois Ton