Publications

@inproceedings{huang2026fdaudio,
  title={FdAudio: MeanFlow-Anchored Fréchet-Distance Post-Training for One-Step Text-to-Audio Generation},
  author={Huang, K. P. and Lu, B. R. and Chung, H. L. and Wang, S. H. and Lee, H. Y.},
  booktitle={IEEE Spoken Language Technology Workshop (SLT)},
  year={2026}
}

@inproceedings{keller2026pcn,
  title={Test-Time Sequential Steering of Diffusion Models via Preconditioned Crank-Nicolson},
  author={Keller, J. A. and Transue, T. and Li, Q. and Wang, S. H. and Wang, B.},
  booktitle={Advances in Neural Information Processing Systems (NeurIPS)},
  year={2026}
}

@inproceedings{lu2026improving,
  title={Improving the Efficacy of Test-Time Steering in Masked Diffusion Models with Parallel Tempering},
  author={Lu, P. Y. and Lin, H. T. and Wang, S. H.},
  booktitle={ICML 2026 GenBio Workshop},
  year={2026},
  note={Spotlight},
  url={https://openreview.net/pdf?id=RdCA2rtWXR}
}

@inproceedings{wang2026testtime,
  title={Test-Time Guidance for Flow-Based Generative Models via Parallel Tempering on Source Distributions},
  author={Wang, S. H. and Keller, J. and Transue, T. and Brown, D. and Strohmer, T. and Wang, B.},
  booktitle={International Conference on Machine Learning (ICML)},
  year={2026},
  url={https://openreview.net/pdf?id=5jGcYMUZx1}
}

@inproceedings{huang2026rmflow,
  title={RMFlow: Refined Mean Flow by a Noise-Injection Step for Multimodal Generation},
  author={Huang, Y. and Wang, S. H. and Bertozzi, A. L. and Wang, B.},
  booktitle={International Conference on Learning Representations (ICLR)},
  year={2026},
  url={https://openreview.net/forum?id=p072J56yo4}
}

@inproceedings{wang2025multiscale,
  title={Towards Multiscale Graph-based Protein Learning with Geometric Secondary Structural Motifs},
  author={Wang, S. H. and Huang, Y. and Transue, T. and Baker, J. M. and Forstater, J. and Strohmer, T. and Wang, B.},
  booktitle={Advances in Neural Information Processing Systems (NeurIPS)},
  year={2025},
  url={https://openreview.net/forum?id=JSbVO7dNYE}
}

@inproceedings{huang2025aligning,
  title={Improving Flow Matching by Aligning Flow Divergence},
  author={Huang, Y. and Transue, T. and Wang, S. H. and Feldman, W. M. and Zhang, H. and Wang, B.},
  booktitle={International Conference on Machine Learning (ICML)},
  year={2025},
  url={https://openreview.net/pdf?id=FeZimuj6SG}
}

@inproceedings{wang2025schull,
  title={A Theoretically-Principled Sparse, Connected, and Rigid Graph Representation of Molecules},
  author={Wang, S. H. and Huang, Y. and Baker, J. and Sun, Y. E. and Tang, Q. and Wang, B.},
  booktitle={International Conference on Learning Representations (ICLR)},
  year={2025},
  note={Oral Presentation},
  url={https://openreview.net/forum?id=OIvg3MqWX2}
}

@article{wang2024smoothness,
  title={Rethinking Smoothness in Node Features Learned by Graph Convolutional Networks},
  author={Wang, S. H. and Baker, J. and Hauck, C. D. and Wang, B.},
  journal={arXiv preprint arXiv:2410.14604},
  year={2024},
  url={https://arxiv.org/abs/2410.14604}
}

@inproceedings{baker2024frame,
  title={An Explicit Frame Construction for Normalizing 3D Point Clouds},
  author={Baker, J. and Wang, S. H. and de Fernex, T. and Wang, B.},
  booktitle={International Conference on Machine Learning (ICML)},
  year={2024},
  url={https://proceedings.mlr.press/v235/baker24a.html}
}

@inproceedings{wang2024steerable,
  title={Rethinking the Benefits of Steerable Features in 3D Equivariant Graph Neural Networks},
  author={Wang, S. H. and Hsu, Y. C. and Baker, J. and Bertozzi, A. L. and Xin, J. and Wang, B.},
  booktitle={International Conference on Learning Representations (ICLR)},
  year={2024},
  url={https://openreview.net/forum?id=mGHJAyR8w0}
}

@article{wang2025arcs,
  title={Arcs on Rational Double Points in Arbitrary Characteristic},
  author={Wang, S. H. and de Fernex, T.},
  journal={arXiv preprint arXiv:2508.12423},
  year={2025},
  url={https://arxiv.org/abs/2508.12423}
}

@article{wang2024families,
  title={Families of Jets of Arc Type and Higher (Co)Dimensional Du Val Singularities},
  author={Wang, S. H. and de Fernex, T.},
  journal={C.R. Math. Acad. Sci. Paris, Special Volume in Memory of Jean-Pierre Demailly},
  year={2024},
  url={https://arxiv.org/abs/2306.08291}
}

@inproceedings{lin2023genfuzz,
  title={GenFuzz: GPU-Accelerated Hardware Fuzzing Using Genetic Algorithm with Multiple Inputs},
  author={Lin, D. L. and Zhang, Y. and Ren, H. and Khailany, B. and Wang, S. H. and Huang, T. W.},
  booktitle={ACM/IEEE Design Automation Conference (DAC)},
  year={2023},
  url={https://tsung-wei-huang.github.io/papers/2023-dac.pdf}
}