Selected Publications
Anytime Depth Estimation with Limited Sensing and Computation Capabilities on Mobile Devices Inproceedings
In: The Conference on Robot Learning, 2021.
FLASH: Fast Neural Architecture Search with Hardware Optimization Journal Article
In: ACM Transactions on Embedded Computing Systems, vol. 20, no. 63, pp. 1-26, 2021.
DAS: Dynamic Adaptive Scheduling for Energy-Efficient Heterogeneous SoCs Journal Article
In: IEEE Embedded Systems Letters, 2021.
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.
DS3: A system-level domain-specific system-on-chip simulation framework Journal Article
In: IEEE Transactions on Computers, 2020.
HiLITE: Hierarchical and Lightweight Imitation Learning for Power Management of Embedded SoCs Journal Article
In: IEEE Computer Architecture Letters, vol. 19, no. 1, pp. 63–67, 2020.