Selected Publications
From Data to Design: Leveraging Frequency Statistics for Efficient Neural Network Architectures Conference Forthcoming
2025 Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, Forthcoming.
RapidNet: Multi-Level Dilated Convolution Based Mobile Backbone Conference
2025 Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV 2025), 2025.
TIPS: Topologically Important Path Sampling for Anytime Neural Networks Conference
International Conference on Machine Learning (ICML), 2023.
CANNON: Communication-Aware Sparse Neural Network Optimization Journal Article
In: IEEE Transactions on Emerging Topics in Computing, 2023.
Revisiting Pruning at Initialization through the Lens of Ramanujan Graph Conference
International Conference on Learning Representations (ICLR), 2023.
INDENT: Incremental Online Decision Tree Training for Domain-Specific Systems-on-Chip Proceedings Article
In: Proceedings of the 41st IEEE/ACM International Conference on Computer-Aided Design (ICCAD), pp. 1-9, 2022.