gong yongshun
Professor
Yongshun Gong is a Professor in the School of Software, Shandong University. He received his Ph.D. degree from University of Technology Sydney in 2020. He has got the support by Natural Science Foundation of Shandong Province for Excellent Young Scholars. His principal research interest covers data science, representation learning and machine learning, particularly in the areas of representation learning, spatio-temporal data mining, predictiv... More+
Scientific Research
Working-Papers
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Paper Publications
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陈勐. Profiling Urban Streets: A Semi-Supervised Prediction Model Based on Street View Imagery and Spatial Topology. 2024.
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孙天骜. Going Where, by Whom, and at What Time: Next Location Prediction Considering User Preference and Temporal Regularity. 2024.
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张大滨. Exploring Urban Semantics: A Multimodal Model for POI Semantic Annotation with Street View Images and Place Names. 2024.
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贾宏伟. Learning Hierarchy-Enhanced POI Category Representations Using Disentangled Mobility Sequences. 2024.
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张欣欣. Spatio-Temporal Multi-Image Reflection Removal. IEEE Signal Processing Letters, 31, 2345, 2024.
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李晓宇. Dual-track spatio-temporal learning for urban flow prediction with adaptive normalization. ARTIFICIAL INTELLIGENCE, 2024.
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. Spatio-temporal fusion and contrastive learning for urban flow prediction. Knowledge-Based Systems, 2024.
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. Mask- and Contrast-Enhanced Spatio-Temporal Learning for Urban Flow Prediction. 2024.
Published Books
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Research Projects
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动静态交通协同治理关键技术研究与应用, 2024-03-01-2026-03-31
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面向开放数据场景的鲁棒时空预测研究, 2024-08-23-2028-12-31
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北京交通大学省部级及以上科研平台开放课题-面向城市交通预测的时空自监督学习, 2022-11-01-2024-11-30
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基于视觉的地铁异常行为检测算法开发, 2024-02-29-2025-03-30
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基于视觉的车底异物检测算法开发, 2022-08-09-2023-01-30
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车底异物检测模型开发, 2022-08-09-2023-01-30
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（包干项目）细粒度交通流量预测, 2022-03-30-2025-03-31
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山东省科技型中小企业创新能力提升工程《面向开放复杂场景的智慧安防机器人研究》, 2021-12-01-2023-12-31
Research Team
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