Juntong Shi

According to our database, Juntong Shi authored at least 5 papers between 2024 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Adaptive Spectral Feature Forecasting for Diffusion Sampling Acceleration.

Jiaqi Han, Juntong Shi, Puheng Li, Haotian Ye, Qiushan Guo, Stefano Ermon

CoRR, March, 2026

2025

RelDiff: Relational Data Generative Modeling with Graph-Based Diffusion Models.

Valter Hudovernik, Minkai Xu, Juntong Shi, Lovro Subelj, Stefano Ermon, Erik Strumbelj, Jure Leskovec

CoRR, June, 2025

Smooth Interpolation for Improved Discrete Graph Generative Models.

Yuxuan Song, Juntong Shi, Jingjing Gong, Minkai Xu, Stefano Ermon, Hao Zhou, Wei-Ying Ma

Proceedings of the Forty-second International Conference on Machine Learning, 2025

TabDiff: a Mixed-type Diffusion Model for Tabular Data Generation.

Juntong Shi, Minkai Xu, Harper Hua, Hengrui Zhang, Stefano Ermon, Jure Leskovec

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

TabDiff: a Multi-Modal Diffusion Model for Tabular Data Generation.

Juntong Shi, Minkai Xu, Harper Hua, Hengrui Zhang, Stefano Ermon, Jure Leskovec

CoRR, 2024