International Conference on Artificial Intelligence and Statistics

Value Gradient Sampler: Learning Invariant Value Functions for Equivariant Diffusion Sampling

2026

International Conference on Learning Representations

wd1: Weighted Policy Optimization for Reasoning in Diffusion Language Models

2026

International Conference on Learning Representations

ROBUST MULTI-OBJECTIVE CONTROLLED DECODING OF LARGE LANGUAGE MODELS

2026

Neural Information Processing Systems

Maximum Entropy Inverse Reinforcement Learning of Diffusion Models with Energy-Based Models

2024

Neural Information Processing Systems

Variational Weighting for Kernel Density Ratios

2023