Jianhai Shu

According to our database, Jianhai Shu authored at least 3 papers in 2025.

Collaborative distances:

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

2025

PID-controlled Langevin Dynamics for Faster Sampling of Generative Models.

Hongyi Chen, Jianhai Shu, Jingtao Ding, Yong Li, Xiao-Ping Zhang

CoRR, November, 2025

Sample-efficient diffusion-based control of complex nonlinear systems.

Hongyi Chen, Jingtao Ding, Jianhai Shu, Xinchun Yu, Xiaojun Liang, Yong Li, Xiao-Ping Zhang

CoRR, February, 2025

PID-controlled Langevin Dynamics for Faster Sampling of Generative Models.

Hongyi Chen, Jianhai Shu, Jingtao Ding, Yong Li, Xiao-Ping (Steven) Zhang

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025