Automated Neural Architecture Search And Optimization

via “efficient neural architecture design and search”


Unique: Integrates hardware profiling and constraint-based optimization into the architecture search process itself, rather than optimizing architectures post-hoc for hardware, enabling true hardware-software co-design

vs others: Provides systematic frameworks for hardware-aware NAS that outperform manual architecture design and generic AutoML approaches by explicitly modeling hardware constraints during the search phase