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Through collaborations with academical research institutions, we demonstrated a novel architecture for building quantum photonics exchange network on chip. This architecture allow programmable microwave parametric photon exchange between qubits separated by a large distance on chip and greatly increases the connectivity of superconducting quantum computing systems. Large-scale high-connectivity quantum processors embedded with the photonics network could natively bootstrap critical emerging NISQ applications in optimization, machine learning, and other applicable variational algorithms by avoiding cascading numerous imperfect nearest neighbor qubit gates seen in conventional low-connectivity superconducting systems