We explore developing a \texttt{H}eterogeneous-aware \texttt{EX}pert \texttt{A}llocation framework, \textbf{\texttt{HEXA-MoE}}, with significantly enhanced computing efficiency.

We develop a new compiler for the emerging reconfigurable neutral atom array (FPQA) device.

We develop a compiler for emerging reconfigurable neutral atom array quantum hardware, with ancilla qubits.

We developed a native pulse ansatz generator for VQAs, targeting more accurate and faster VQA executions.

We propose Lightening-Transformer, the first light-empowered, high-performance, and energy-efficient photonic Transformer accelerator.

We design a set of hardware-efficient variational ansatz for quantum convolutional circuits.