Publications
Selected peer-reviewed publications and research projects by Zhongqi Zhao.
2025 · Conference Paper
International Conference on Quantum Communications, Networking, and Computing (QCNC), 2025
Open-source Python package for solving mixed-integer linear programs with hybrid quantum-classical multi-cut Benders' decomposition, with interfaces to D-Wave direct/hybrid samplers, OpenJij simulated quantum annealin...
2025 · Conference Paper
IEEE INFOCOM 2025-IEEE Conference on Computer Communications Workshops …, 2025
In this demo, we introduce a new Python library for solving mixed-integer linear programming (MILP) problems based on the hybrid quantum-classical multi-cuts Benders’ decomposition (HQC-Bend) algorithm. By partitionin...
2024 · Conference Paper
IEEE Power & Energy Society General Meeting (PESGM), Seattle, WA, 2024
Evaluating Photovoltaic Hosting Capacity (PVHC) is an essential step in the process of integrating solar energy into power grids, particularly when focusing on the distribution network (DN) as the primary integration ...
2024 · Conference Paper
IEEE International Conference on Communications (ICC), Denver, CO, 2024
Benders' decomposition (BD) algorithm constitutes a powerful mathematical programming method of solving mixed-integer linear programming (MILP) problems with a specific block structure. Nevertheless, BD still needs to...
2024 · Journal Article
IEEE Open Journal of the Communications Society, 2024
Quantum computing is commonly considered one highly efficient computing method with the potential to revolutionize computation technology and solve problems that are currently unsolvable. However, due to the limitatio...
2024 · Conference Paper
North American Power Symposium (NAPS), El Paso, TX, USA, 2024, pp. 1-6
In the era of Artificial intelligence (AI), inter-net data centers (IDCs) play a crucial role in supporting the global information infrastructure. However, large language model (LLM) training consumes a lot of energy,...
2024 · Journal Article
IEEE Transactions on Cognitive Communications and Networking 11 (2), 777-790, 2024
Integrated Sensing and Communication (ISAC) is a core component of 6G technology, driving advancements in networking and communication in combination with Generative Artificial Intelligence (GAI). By utilizing GAI’s p...
2024 · Journal Article
ACS nano 18 (11), 8143-8156, 2024
The complexity and heterogeneity of individual tumors have hindered the efficacy of existing therapeutic cancer vaccines, sparking intensive interest in the development of more effective in situ vaccines. Herein, we i...
2023 · Conference Paper
North American Power Symposium (NAPS), Asheville, NC, USA, 2023, pp. 1-6
The solar power plant is a large-scale photovoltaic (PV) system aimed to generate solar power for the electricity grid. It includes PV arrays (PVAs), cables, and other electrical accessories. Moreover, the solar power...
2023 · Journal Article
IEEE Transactions on Sustainable Energy, 2023
The flourishing of the data era has led to a higher demand for hyper-scale data centers, resulting in a great energy gap. It is necessary to comprehensively analyze the energy management in data centers to minimize th...
2022 · Conference Paper
IEEE Wireless Communications and Networking Conference (WCNC), 2022, pp. 2536-2540
The Benders’ decomposition algorithm is a technique in mathematical programming for complex mixed-integer linear programming (MILP) problems with a particular block structure. The strategy of Benders’ decomposition ca...
2021 · Conference Paper
2021 IEEE 18th International Conference on Mobile Ad Hoc and Smart Systems …, 2021
Network function virtualization (NFV) is a crucial technology for the 5G network development because it can improve the flexibility of employing hardware and reduce the construction of base stations. There are vast se...