Publications

@inproceedings{vlasov2025efficient,
  title={Efficient Sparse Attention for Long-Range Sequence Modeling},
  author={Vlasov, Aleksei and Chen, Maria and Park, David},
  booktitle={International Conference on Machine Learning},
  year={2025}
}

@inproceedings{vlasov2024geometric,
  title={Geometric Representations in Latent Diffusion Models},
  author={Vlasov, Aleksei and Kim, Sarah},
  booktitle={Advances in Neural Information Processing Systems},
  year={2024}
}

@inproceedings{liu2024convergence,
  title={On the Convergence Properties of Adaptive Gradient Methods with Momentum},
  author={Liu, James and Vlasov, Aleksei and Weber, Anna},
  booktitle={International Conference on Learning Representations},
  year={2024}
}

@inproceedings{vlasov2023selfsupervised,
  title={Self-Supervised Pretraining for Domain-Adaptive Visual Recognition},
  author={Vlasov, Aleksei and Mendez, Carlos and Tanaka, Yuki and Ross, Emily},
  booktitle={IEEE/CVF Conference on Computer Vision and Pattern Recognition},
  year={2023}
}