Sophia Tang

@article{tang2026discrete,
  title={Discrete Beckmann Transport Models for One-Step Language Modeling and Reasoning},
  author={Sophia Tang and Shiyi Wang},
  journal={arXiv preprint arXiv:2609.15903},
  year={2026},
  url={https://arxiv.org/abs/2609.15903}
}

@article{lee2026beckmann,
  title={Beckmann Transport Models: From Autonomous Flows to One-Step Maps},
  author={Cheuk-Kit Lee and Florentin Coeurdoux and Yuyuan Chen and Sophia Tang and Peter Potaptchik and Yilun Du and Michael Samuel Albergo and Eric Vanden-Eijnden},
  journal={Advances in Neural Information Processing Systems (NeurIPS 2026)},
  year={2026},
  url={https://arxiv.org/abs/2608.01692}
}

@article{tang2026expanding,
  title={Expanding Flow Maps},
  author={Sophia Tang and Pranam Chatterjee},
  journal={Advances in Neural Information Processing Systems (NeurIPS 2026)},
  year={2026},
  url={https://arxiv.org/abs/2607.21585}
}

@article{tang2026a2d2,
  title={A2D2: Fine-Tuning Any-Length Discrete Diffusion for Adaptive Decoding},
  author={Sophia Tang and Yuchen Zhu and Molei Tao and Pranam Chatterjee},
  journal={arXiv preprint arXiv:2606.13565},
  year={2026},
  url={https://arxiv.org/abs/2606.13565}
}

@article{desanti2026active,
  title={Active Flow Expansion for Out-of-Distribution Discovery: from Theory to Molecules},
  author={Riccardo De Santi and Bruce Lee and Cristian Perez Jensen and Kimon Protopapas and Sophia Tang and Cheng-Hao Liu and Pranam Chatterjee and Yisong Yue and Andreas Krause},
  journal={Advances in Neural Information Processing Systems (NeurIPS 2026)},
  year={2026},
  url={https://arxiv.org/abs/2606.08802}
}

@article{patel2026mrnautilus,
  title={mRNAutilus: Multi-Objective-Guided Discrete Generation of mRNA with Optimized Therapeutic Properties},
  author={Sawan Patel and Sophia Tang and Yesol Kim and Yinuo Zhang and Divya Srijay and Ping-Jung Lin and Shambhavi Shubham and Fengmei Pi and Cedric Wu and Sherwood Yao and Pranam Chatterjee},
  journal={arXiv preprint arXiv:2605.31296},
  year={2026},
  url={https://arxiv.org/abs/2605.31296}
}

@article{cao2026td3b,
  title={TD3B: Transition-Directed Discrete Diffusion for Allosteric Binder Generation},
  author={Hanqun Cao and Aastha Pal and Sophia Tang and Yinuo Zhang and Jingjie Zhang and Pheng Ann Heng and Pranam Chatterjee},
  journal={International Conference on Machine Learning (ICML 2026) Spotlight},
  year={2026},
  url={https://arxiv.org/abs/2605.09810}
}

@article{tang2026foundations,
  title={Foundations of Schrödinger Bridges for Generative Modeling},
  author={Sophia Tang},
  journal={arXiv, Preprint},
  year={2026},
  url={https://arxiv.org/abs/2603.18992}
}

@article{tang2025entangled,
  title={Entangled Schrödinger Bridge Matching},
  author={Sophia Tang and Yinuo Zhang and Pranam Chatterjee},
  journal={Advances in Neural Information Processing Systems (NeurIPS 2026)},
  year={2025},
  url={https://arxiv.org/abs/2511.07406}
}

@article{tang2025tr2d2,
  title={TR2-D2: Tree Search Guided Trajectory-Aware Fine-Tuning for Discrete Diffusion},
  author={Sophia Tang and Yuchen Zhu and Molei Tao and Pranam Chatterjee},
  journal={arXiv, Preprint},
  year={2025},
  url={https://arxiv.org/abs/2509.25171}
}

@article{tang2025branched,
  title={Branched Schrödinger Bridge Matching},
  author={Sophia Tang and Yinuo Zhang and Alexander Tong and Pranam Chatterjee},
  journal={International Conference on Learning Representations (ICLR 2026)},
  year={2025},
  url={https://arxiv.org/abs/2506.09007}
}

@article{chen2025multi,
  title={Multi-Objective-Guided Discrete Flow Matching for Controllable Biological Sequence Design},
  author={Tong Chen and Yinuo Zhang and Sophia Tang and Pranam Chatterjee},
  journal={arXiv, Preprint},
  year={2025},
  url={https://arxiv.org/abs/2505.07086}
}

@article{tang2025gumbel,
  title={Gumbel-Softmax Flow Matching with Straight-Through Guidance for Controllable Biological Sequence Generation},
  author={Sophia Tang and Yinuo Zhang and Alexander Tong and Pranam Chatterjee},
  journal={arXiv, Preprint},
  year={2025},
  url={https://arxiv.org/abs/2503.17361}
}

@article{tang2024peptune,
  title={PepTune: De Novo Generation of Therapeutic Peptides with Multi-Objective-Guided Discrete Diffusion},
  author={Sophia Tang and Yinuo Zhang and Pranam Chatterjee},
  journal={International Conference on Machine Learning (ICML 2025)},
  year={2024},
  url={https://arxiv.org/abs/2412.17780}
}