We propose a method for more reliable VQE training.

We launched the Quantum Computer Systems (QuCS) Lecture Series to enhance the visibility of quantum computing software and system level.

We design and tape-out the SpAtten architecture in TSMC 28nm technology digital chip.

We present a hybrid gate-pulse model that reduces circuit execution time for VQAs.

We design quantum antivirus to detect and explore different types of quantum computer viruses and defense methods.

This paper provides an overview of efficient deep learning methods, systems and applications.