Yao Guan - IEEE Xplore Author Profile
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Yao Guan

Publications
2
Citations
14
Publications by Year
20222025
Co-Authors:
Show All Co-Authors (7)
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Yao Guan

Affiliation

Nanjing Normal University, Nanjing, China

Publication Topics

Biography

Yao Guan received the B.S. degree in IoT engineering in 2021 from Dalian Maritime University, Dalian, China, where she is currently working toward the M.S. degree in software engineering with Information Science and Technology College.,Her research interests include spatio-temporal data management and traffic Big Data analysis.(Based on document published on 20 May 2022).
Publications
2
Citations
14
Publications by Year
20222025
Co-Authors:
Show All Co-Authors (7)
Author's Published Works

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Advanced Graph-MLPs Distillation based on Global and Local Hyperbolic Geometry Learning

Yao Guan;Wenzhu Yan;Ting Yuan;Yanmeng Li

ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
Year: 2025 | Conference Paper |
Graph Neural Networks (GNNs) have drawn great research attention for graph machine learning. However, graph learning techniques are extremely difficult for practical deployments in the industry applications owing to the scalability challenges incurred by data dependency. Although some works attempt to establish the known efficient MLPs with GNNs based on knowledge distillation (KD), they are prima...Show More

Advanced Graph-MLPs Distillation based on Global and Local Hyperbolic Geometry Learning

Yao Guan;Wenzhu Yan;Ting Yuan;Yanmeng Li

Year: 2025 | Conference Paper |

A Survey of Spatio-Temporal Big Data Indexing Methods in Distributed Environment

Ruijie Tian;Huawei Zhai;Weishi Zhang;Fei Wang;Yao Guan

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
Year: 2022 | Volume: 15 | Journal Article |
Cited by: Papers (14)
With the widespread use of mobile and sensing devices, and the popularity of online map-based services, such as navigation services, the volume of spatio-temporal data is growing rapidly. Conventional big data technologies in existing distributed systems cannot effectively process spatio-temporal big data with temporal continuity and spatial proximity. How to construct an effective index for the a...Show More

A Survey of Spatio-Temporal Big Data Indexing Methods in Distributed Environment

Ruijie Tian;Huawei Zhai;Weishi Zhang;Fei Wang;Yao Guan

Year: 2022 | Volume: 15 | Journal Article |

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