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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王任. SeqMvRL: A Sequential Fusion Framework for Multi-view Representation Learning. 2025.
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杨敏. STDA: Spatio-Temporal Deviation Alignment Learning for Cross-city Fine-grained Urban Flow Inference. TKDE, 2025.
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牟文芊. GeM: Gaussian embeddings with Multi-hop graph transfer for next POI recommendation. NEURAL NETWORKS, 2025.
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郑晓. Point Cloud Pre-training with Diffusion Models. 2025.
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宫永顺. Spatio-Temporal Enhanced Contrastive and Contextual Learning for Weather Forecasting. TKDE, 2025.
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李晓宇. Adaptive Traffic Forecasting on Daily Basis: A Spatio-Temporal Context Learning Approach. TKDE, 2025.
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黄瑾. Focusing on Subtle Differences: A Feature Disentanglement Model for Series Photo Selection. IEEE Transactions on Multimedia, 2025.
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余飘. Enhancing origin–destination flow prediction via bi-directional spatio-temporal inference and interconnected feature evolution. Expert Systems with Applications, 2025.
Patents
Published Books
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Research Projects
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智慧水务关键技术研究与应用开发, 2025-08-14-2028-07-24
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公路工程三维智能设计关键技术研究项目大模型训练与二次开发技术服务, 2025-08-06-2026-02-05
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开放场景下大规模时空数据协同分析理论和方法研究, 2024-11-01-2025-12-31
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基于移动互联网技术的体外自动除颤仪的研发与应用, 2023-07-01-2026-06-30
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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
Research Team
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