Shen, Yang
24 publications
ICML
2025
Explanatory Instructions: Towards Unified Vision Tasks Understanding and Zero-Shot Generalization
NeurIPSW
2024
Correlational Lagrangian Schrodinger Bridge: Learning Dynamics with Population-Level Regularization
NeurIPSW
2024
From Function to Distribution Modeling: A PAC-Generative Approach to Offline Optimization
ICLR
2022
Bayesian Modeling and Uncertainty Quantification for Learning to Optimize: What, Why, and How
NeurIPS
2021
A$^2$-Net: Learning Attribute-Aware Hash Codes for Large-Scale Fine-Grained Image Retrieval