publications

2025

  1. EXAIT
    Automated Data Selection for Efficient Cost Model Training to Optimize Sparse Matrix Kernels on Emerging Hardware Accelerators
    In The Exploration in AI Today Workshop at ICML 2025, 2025
  2. COGNATE: Acceleration of Sparse Tensor Programs on Emerging Hardware using Transfer Learning
    In Forty-second International Conference on Machine Learning, 2025

2024

  1. Cell
    On-scalp printing of personalized electroencephalography e-tattoos
    Luize Scalco de Vasconcelos, Yichen Yan, Pukar Maharjan, Satyam Kumar, Minsu Zhang, Bowen Yao, Hongbian Li, Sidi Duan, Eric Li, Eric Williams, Sandhya Tiku, Pablo Vidal, and 13 more authors
    Cell Biomaterials, Dec 2024
  2. SC
    Distributed-Memory Parallel Algorithms for Sparse Matrix and Sparse Tall-and-Skinny Matrix Multiplication
    In Proceedings of the International Conference for High Performance Computing, Networking, Storage, and Analysis, Atlanta, GA, USA, Nov 2024
  3. Mozart: Taming Taxes and Composing Accelerators with Shared-Memory
    In Proceedings of the 2024 International Conference on Parallel Architectures and Compilation Techniques, Long Beach, CA, USA, Oct 2024
  4. Stretchable hybrid response pressure sensors
    Matter, May 2024
  5. Two-Face: Combining Collective and One-Sided Communication for Efficient Distributed SpMM
    In Proceedings of the 29th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, Volume 2, La Jolla, CA, USA, Apr 2024