Huang, Michael

6 publications

ICLR 2025 Diff-PIC: Revolutionizing Particle-in-Cell Nuclear Fusion Simulation with Diffusion Models Chuan Liu, Chunshu Wu, Shihui Cao, Mingkai Chen, James Chenhao Liang, Ang Li, Michael Huang, Chuang Ren, Ying Nian Wu, Dongfang Liu, Tong Geng
LoG 2025 NP-NDS: A Nature-Powered Nonlinear Dynamical System for Power Grid Forecasting Chunshu Wu, Ruibing Song, Chuan Liu, Yuqing Wang, Yousu Chen, Ang Li, Dongfang Liu, Ying Nian Wu, Michael Huang, Tong Geng
ICLR 2025 Provable Convergence Bounds for Hybrid Dynamical Sampling and Optimization Matthew X. Burns, Qingyuan Hou, Michael Huang
NeurIPS 2024 Decision-Focused Learning with Directional Gradients Vishal Gupta, Michael Huang
ICLR 2024 Extending Power of Nature from Binary to Real-Valued Graph Learning in Real World Chunshu Wu, Ruibing Song, Chuan Liu, Yunan Yang, Ang Li, Michael Huang, Tong Geng
CVPRW 2024 Leveraging Large Language Models for Multimodal Search Oriol Barbany, Michael Huang, Xinliang Zhu, Arnab Dhua