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Posts by Collection
portfolio
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publications
Accelerating Data Generation for Neural Operators via Krylov Subspace Recycling
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
Accelerating PDE Data Generation via Differential Operator Action in Solution Space
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
Mixture-of-Experts Operator Transformer for Large-Scale PDE Pre-Training
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
SymMaP: Improving Computational Efficiency in Linear Solvers through Symbolic Preconditioning
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
STNet: Spectral Transformation Network for Solving Operator Eigenvalue Problem
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
Self-Attention to Operator Learning-based 3D-IC Thermal Simulation
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
talks
Talk 1 on Relevant Topic in Your Field
Published:
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Conference Proceeding talk 3 on Relevant Topic in Your Field
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teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
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Teaching experience 2
Workshop, University 1, Department, 2015
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