Swarm Lab

@inproceedings{baser2026tensorcommitments,
  title = {{TensorCommitments}: A Lightweight Verifiable Inference for Language Models},
  author = {Baser, Oguzhan and Sadeghi, Elahe and Wang, Eric and Vergauwen, Nico and Kazemian, Sam and Kang, Hong and Chinchali, Sandeep P. and Vishwanath, Sriram},
  booktitle = {Proceedings of the 40th Conference on Neural Information Processing Systems (NeurIPS 2026)},
  year = {2026},
  url = {https://arxiv.org/abs/2602.12630},
  arxiv = {https://arxiv.org/abs/2602.12630},
  pdf = {https://arxiv.org/pdf/2602.12630}
}

@inproceedings{sharan2025neuro,
  title = {Neuro-symbolic evaluation of text-to-video models using formal verification},
  author = {Sharan, SP and Choi, Minkyu and Shah, Sahil and Goel, Harsh and Omama, Mohammad and Chinchali, Sandeep},
  booktitle = {Proceedings of the Computer Vision and Pattern Recognition Conference},
  year = {2025},
  url = {https://arxiv.org/abs/2411.16718},
  arxiv = {https://arxiv.org/abs/2411.16718}
}

@inproceedings{akcin2025dual,
  title = {Distributed Upload and Active Labeling for Resource-Constrained Fleet Learning},
  author = {Akcin, Oguzhan and Goel, Harsh and Zhao, Ruihan and Chinchali, Sandeep P.},
  booktitle = {9th Annual Conference on Robot Learning},
  year = {2025},
  url = {https://openreview.net/forum?id=M1e2PEMLp2}
}

@inproceedings{narasimhan2024time,
  title = {Time Weaver: A Conditional Time Series Generation Model},
  author = {Narasimhan, Sai Shankar and Agarwal, Shubhankar and Akcin, Oguzhan and Sanghavi, Sujay and Chinchali, Sandeep P.},
  booktitle = {Forty-first International Conference on Machine Learning},
  year = {2024},
  url = {https://openreview.net/forum?id=WpKDeixmFr},
  arxiv = {https://arxiv.org/abs/2403.02682}
}