Uncertainty Quantification for Large Language Diffusion Models
arXiv preprint arXiv:2605.14570
Publications
5x A*
2x Oral
3x Workshops
* equal contribution
IDLM: Inverse-distilled Diffusion Language Models
The 43rd International Conference on Machine Learning (ICML 2026)
One-Step Residual Shifting Diffusion for Image Super-Resolution via Distillation
The 43rd International Conference on Machine Learning (ICML 2026)
Universal Inverse Distillation for Matching Models with Real-Data Supervision (No GANs)
The 14th International Conference on Learning Representations (ICLR 2026, Oral)
Diffusion and adversarial Schrodinger bridges via iterative proportional Markovian fitting
The 14th International Conference on Learning Representations (ICLR 2026)
Accelerating Diffusion Language Models via Inverse Distillation
ReALM-GEN Workshop at ICLR 2026 (Oral)
Inverse-distilled Diffusion Language Models
ICLR 2026 Workshop on Deep Generative Models in Machine Learning
Inverse Bridge Matching Distillation
The 42nd International Conference on Machine Learning (ICML 2025)
Medical Semantic Segmentation with Diffusion Pretrain
arXiv preprint arXiv:2501.19265