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Education and qualifications (3)

University of Electronic Science and Technology of China: Chengdu, Sichuan province, CN

2020-09-01 to 2024-06-23 (School of Information and Software Engineering)
Qualification
Source: Self-asserted source
Guangyao Zhou

Tianjin University: Tianjin, Tianjin, CN

2014-09-01 to 2017-01-13 | Academic master (Naval Architecture and Ocean Engineering)
Education
Source: Self-asserted source
Guangyao Zhou

Tianjin University: Tianjin, Tianjin, CN

2010-09-01 to 2014-06-08 | Baccalaureate (Naval Architecture and Ocean Engineering)
Education
Source: Self-asserted source
Guangyao Zhou

Works (11)

Multi-loss, feature fusion and improved top-two-voting ensemble for facial expression recognition in the wild

Neural Networks
2025-03 | Journal article
DOI: 10.1016/j.neunet.2024.106937
Contributors: Guangyao Zhou; Yuanlun Xie; Yiqin Fu; Zhaokun Wang
Source: check_circle
Crossref

UMPIPE: Unequal Microbatches-Based Pipeline Parallelism for Deep Neural Network Training

IEEE Transactions on Parallel and Distributed Systems
2025-02 | Journal article
DOI: 10.1109/TPDS.2024.3515804
Contributors: Guangyao Zhou; Wenhong Tian; Rajkumar Buyya; Kui Wu
Source: check_circle
Crossref

CSIMD: Cross-Search Algorithm with Improved Multi-dimensional Dichotomy for Micro-Batch-Based Pipeline Parallel Training in DNN

2024 | Book chapter
DOI: 10.1007/978-3-031-69766-1_20
Contributors: Guangyao Zhou; Haocheng Lan; Yuanlun Xie; Wenhong Tian; Jiahong Qian; Teng Su
Source: check_circle
Crossref

Information interaction and partial growth-based multi-population growable genetic algorithm for multi-dimensional resources utilization optimization of cloud computing

Swarm and Evolutionary Computation
2024-06 | Journal article
DOI: 10.1016/j.swevo.2024.101575
Contributors: Guangyao Zhou; Yuanlun Xie; Haocheng Lan; WenHong Tian; Rajkumar Buyya; Kui Wu
Source: check_circle
Crossref

Deep reinforcement learning-based methods for resource scheduling in cloud computing: a review and future directions

Artificial Intelligence Review
2024-04-23 | Journal article
DOI: 10.1007/s10462-024-10756-9
Part of ISSN: 1573-7462
Contributors: Guangyao Zhou; Wenhong Tian; Rajkumar Buyya; Ruini Xue; Liang Song
Source: Self-asserted source
Guangyao Zhou

Multi-search-routes-based methods for minimizing makespan of homogeneous and heterogeneous resources in Cloud computing

Future Generation Computer Systems
2023-04 | Journal article
DOI: 10.1016/j.future.2022.11.031
Part of ISSN: 0167-739X
Contributors: Guangyao Zhou; Wenhong Tian; Rajkumar Buyya
Source: Self-asserted source
Guangyao Zhou

Growable Genetic Algorithm with Heuristic-based Local Search for multi-dimensional resources scheduling of cloud computing

Applied Soft Computing
2023-03 | Journal article
DOI: 10.1016/j.asoc.2023.110027
Contributors: Guangyao Zhou; WenHong Tian; Rajkumar Buyya; Kui Wu
Source: check_circle
Crossref

Deep reinforcement learning-based algorithms selectors for the resource scheduling in hierarchical Cloud computing

Journal of Network and Computer Applications
2022-12 | Journal article
DOI: 10.1016/j.jnca.2022.103520
Contributors: Guangyao Zhou; Ruiming Wen; Wenhong Tian; Rajkumar Buyya
Source: check_circle
Crossref

Machine learning (ML)-centric resource management in cloud computing: A review and future directions

Journal of Network and Computer Applications
2022-08 | Journal article
DOI: 10.1016/j.jnca.2022.103405
Contributors: Tahseen Khan; Wenhong Tian; Guangyao Zhou; Shashikant Ilager; Mingming Gong; Rajkumar Buyya
Source: check_circle
Crossref

Forced-parametrically excited rolling of ships with multi-degree-of-freedom coupled motion in regular oblique waves

哈尔滨工程大学学报
2018-04-24 | Journal issue or edition
Source: Self-asserted source
Guangyao Zhou

Research on Numerical Calculation for Parametric Rolling of Ship in MDOF

中国造船
2017-12-30 | Journal issue or edition
Source: Self-asserted source
Guangyao Zhou
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