2024
Three Decades of Low Power: From Watts to Wisdom Journal Article
In: IEEE Access, vol. 12, pp. 19447-19458, 2024.
2023
TIPS: Topologically Important Path Sampling for Anytime Neural Networks Conference
International Conference on Machine Learning (ICML), 2023.
ZiCo: Zero-shot NAS via Inverse Coefficient of Variation on Gradients Conference
International Conference on Learning Representations (ICLR), 2023.
2021
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2021.
2020
Runtime Task Scheduling Using Imitation Learning for Heterogeneous Many-Core Systems Journal Article
In: IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, vol. 39, no. 11, pp. 4064-4077, 2020.
2019
Memory-and communication-aware model compression for distributed deep learning inference on iot Journal Article
In: ACM Transactions on Embedded Computing Systems (TECS), vol. 18, no. 5s, pp. 1–22, 2019.