@article{diffmndiffusionparameterizedmoencdeforco, title = {Diff-MN: Diffusion Parameterized MoE-NCDE for Continuous Time Series Generation with Irregular Observations}, author = {Xu Zhang and Junwei Deng and Chang Xu and Hao Li and Jiang Bian}, year = {2026}, eprint = {2601.13534}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2601.13534}, }