1 citations · 1 across the 6 of their papers we have counts for
6 papers
CutVQA: Co-Designing Circuit Cutting and Architecture Search for Scaling Variational Quantum Algorithms
Jun Wu, Jicun Li, Jiaqi Yang +2
Circuit cutting enables large quantum circuits to run on small NISQ devices, but it introduces an exponentially high sampling overhead. Here, we present CutVQA, a co-design framewo…
Stability and Generalization of Quantum Neural Networks
Jiaqi Yang, Wei Xie, Xiaohua Xu
Quantum neural networks (QNNs) play an important role as an emerging technology in the rapidly growing field of quantum machine learning. While their empirical success is evident,…
Active Learning with Variational Quantum Circuits for Quantum Process Tomography
Jiaqi Yang, Xiaohua Xu, Wei Xie
Quantum process tomography (QPT) is a fundamental tool for fully characterizing quantum systems. It relies on querying a set of quantum states as input to the quantum process. Prev…
Learning Long-form Video Prior via Generative Pre-Training
Jinheng Xie, Jiajun Feng, Zhaoxu Tian +8
Concepts involved in long-form videos such as people, objects, and their interactions, can be viewed as following an implicit prior. They are notably complex and continue to pose c…
Future prospects on constraining neutrino cosmology with the Ali CMB Polarization Telescope
Dongdong Zhang, Jiarui Li, Jiaqi Yang +4
We forecast the constraints on the parameters of neutrino physics with the constructions of Cosmic Microwave Background (CMB) temperature, E-mode polarization and lensing spectra f…
On the steady non-Newtonian fluids in domains with noncompact boundaries
Jiaqi Yang, Huicheng Yin
In this paper, we study non-Newtonian fluids in a class of unbounded domains with noncompact boundaries. With respect to the resulting mathematical problems, we establish the globa…