Published in Design Automation Conference (DAC), 2025
Recommended citation: Zhen Huang, et al. "Self-Attention to Operator Learning-based 3D-IC Thermal Simulation." Design Automation Conference (DAC), 2025. https://arxiv.org/pdf/2510.15968
Published in Conference on Neural Information Processing Systems (NeurIPS), 2025
Recommended citation: Hong Wang, et al. "STNet: Spectral Transformation Network for Solving Operator Eigenvalue Problem." Conference on Neural Information Processing Systems (NeurIPS), 2025. https://arxiv.org/pdf/2510.23986
Published in Conference on Neural Information Processing Systems (NeurIPS), 2025
Recommended citation: Hong Wang, et al. "SymMaP: Improving Computational Efficiency in Linear Solvers through Symbolic Preconditioning." Conference on Neural Information Processing Systems (NeurIPS), 2025. https://arxiv.org/pdf/2510.24170
Published in Conference on Neural Information Processing Systems (NeurIPS), 2025
Recommended citation: Hong Wang, et al. "Mixture-of-Experts Operator Transformer for Large-Scale PDE Pre-Training." Conference on Neural Information Processing Systems (NeurIPS), 2025. https://arxiv.org/pdf/2510.25803
Published in International Conference on Machine Learning (ICML), 2024
Recommended citation: Huanshuo Dong, et al. "Accelerating PDE Data Generation via Differential Operator Action in Solution Space." International Conference on Machine Learning (ICML), 2024. https://arxiv.org/pdf/2402.05957
Published in International Conference on Learning Representations (ICLR), 2024
Recommended citation: Hong Wang, et al. "Accelerating Data Generation for Neural Operators via Krylov Subspace Recycling." International Conference on Learning Representations (ICLR), Spotlight, 2024. https://arxiv.org/pdf/2401.09516