68 citations · 93 across the 39 of their papers we have counts for
8 papers · 1 filter
Assessing Superposition-Targeted Coverage Criteria for Quantum Neural Networks
Minqi Shao, Jianjun Zhao
Quantum Neural Networks (QNNs) have achieved initial success in various tasks by integrating quantum computing and neural networks. However, growing concerns about their reliabilit…
Zero-Shot Voice Conversion via Content-Aware Timbre Ensemble and Conditional Flow Matching
Yu Pan, Yuguang Yang, Jixun Yao +2
Despite recent advances in zero-shot voice conversion (VC), achieving speaker similarity and naturalness comparable to ground-truth recordings remains a significant challenge. In t…
Dataflow-Based Optimization for Quantum Intermediate Representation Programs
Junjie Luo, Haoyu Zhang, Jianjun Zhao
This paper proposes QDFO, a dataflow-based optimization approach to Microsoft QIR. QDFO consists of two main functions: one is to preprocess the QIR code so that the LLVM optimizer…
Quantum Circuit Ansatz: Patterns of Abstraction and Reuse of Quantum Algorithm Design
Xiaoyu Guo, Takahiro Muta, Jianjun Zhao
Quantum computing holds the potential to revolutionize various fields by efficiently tackling complex problems. At its core are quantum circuits, sequences of quantum gates manipul…
Quantum Concolic Testing
Shangzhou Xia, Jianjun Zhao, Fuyuan Zhang +1
This paper presents the first concolic testing framework explicitly designed for quantum programs. The framework introduces quantum constraint generation methods for quantum contro…
Quantum Software Engineering: Roadmap and Challenges Ahead
Juan M. Murillo, Jose Garcia-Alonso, Enrique Moguel +13
As quantum computers advance, the complexity of the software they can execute increases as well. To ensure this software is efficient, maintainable, reusable, and cost-effective -k…
GenCode: A Generic Data Augmentation Framework for Boosting Deep Learning-Based Code Understanding
Zeming Dong, Qiang Hu, Xiaofei Xie +4
Pre-trained code models lead the era of code intelligence, with multiple models designed with impressive performance. However, one important problem, data augmentation for code dat…
On Repairing Quantum Programs Using ChatGPT
Xiaoyu Guo, Jianjun Zhao, Pengzhan Zhao
Automated Program Repair (APR) is a vital area in software engineering aimed at generating automatic patches for vulnerable programs. While numerous techniques have been proposed f…